Updated on 2025/03/22

Information

 

写真a

 
IKEGAYA NAOKI
 
Organization
Faculty of Engineering Sciences Department of Advanced Environmental Science and Engineering Professor
School of Engineering (Concurrent)
Interdisciplinary Graduate School of Engineering Sciences Department of Interdisciplinary Engineering Sciences(Concurrent)
Title
Professor
Contact information
メールアドレス
Tel
0925837644
Profile
There are several crucial environmental problems in an urban such as heat island phenomena and gas dispersion. We have investigated the effects of an urban geometry on the wind and thermal environment. We adopts both wind tunnel experiments and computational fluid dynamics (CFD). By means of wind tunnel experiments, the momentum and mass transfer coefficients have been measured to discuss the effects of an urban geometry. These database can improve existing models of momentum and mass transfer. By using CFD, a detailed flow and gas concentration field has been analyzed to grasp the wind and thermal comfort at the pedestrian level. Keywords: Urban climate, Urban Canopy, Scalar Transfer, Scalar Dispersion, Momentum transfer, Turbulent Structure, Unsteady Building Ventilation, LES, RANS, CFD, Wind-tunnel Experiment, Salinity Method, Filter Paper Method, Turbulent Boundary Layer, Wake flow, Bulk Transfer Coefficient, PIV, LDV, Gust, Weak wind, Probability Density, Exceeding wind speed, Momentum flux, Integral Equation, Indoor ventilation, LBM, Vegetation canopy
Homepage
External link

Research Areas

  • Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural environment and building equipment

Degree

  • Dr. Eng.

Research History

  • Kyushu University  Professor 

    2023.10 - Present

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  • Kyushu University  Associate Professor 

    2019.12 - 2023.9

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  • なし   

    なし

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Research Interests・Research Keywords

  • Research theme: 数値流体力学

    Keyword: 数値流体力学

    Research period: 2024

  • Research theme: 乱流構造

    Keyword: 乱流構造

    Research period: 2024

  • Research theme: スカラー輸送

    Keyword: スカラー輸送

    Research period: 2024

  • Research theme: 通風換気

    Keyword: 通風換気

    Research period: 2024

  • Research theme: 運動量輸送

    Keyword: 運動量輸送

    Research period: 2024

  • Research theme: 都市キャノピー

    Keyword: 都市キャノピー

    Research period: 2024

  • Research theme: 都市気候

    Keyword: 都市気候

    Research period: 2024

  • Research theme: 風洞実験

    Keyword: 風洞実験

    Research period: 2024

  • Research theme: 風速確率密度

    Keyword: 風速確率密度

    Research period: 2024

  • Research theme: Investigation on the effects of an urban geometry on the scalar transfer between urban area in the atmosphere

    Keyword: Urban climate, Urban Canopy, Scalar Transfer, Scalar Dispersion, Momentum transfer, Turbulent Structure, Unsteady Building Ventilation, LES, RANS, CFD, Wind-tunnel Experiment, Salinity Method, Filter Paper Method, Turbulent Boundary Layer, Wake flow, Bulk

    Research period: 2012.1

Awards

  • 令和6年度科学技術分野の文部科学大臣表彰 若手科学者賞

    2024   文部科学省  

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  • 室内環境学会学会賞論文賞

    2021.12   論文賞

  • 日本風工学会研究奨励賞

    2017.1   日本風工学会  

  • 日本建築学会奨励賞

    2014.8   日本建築学会  

  • 平成21年度風工学会優秀修士論文賞

    2010.3   日本風工学会  

  • 第19回日本建築学会優秀卒業論文賞

    2008.8   日本建築学会  

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Papers

  • Identifying the most influential statistics on low-occurring wind speed at pedestrian height for a semi-idealized urban building environment

    Shaukat U., Giljarhus K.E.T., Jakobsen J.B., Wang W., Ikegaya N.

    Building and Environment   274   2025.4   ISSN:03601323 eISSN:1873-684X

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    Publisher:Building and Environment  

    Evaluating the pedestrian-level wind environment (PLWE) during urban design and planning is important due to its impact on air quality, human comfort, and safety. This study uses datasets from large eddy simulation (LES) and wind tunnel experiment (WTE) to predict low-occurring wind speed (LOWS) events in a complex European urban layout known as the “Michelstadt” case. The study first compares LES results of high-order statistics with those of the WTE and then investigates the relationship of wind statistics with gust factor (GF) and peak factor (PF). Positive skewness values are found at all measured locations for wind speed, while negative skewness values are reported for the wind velocity components on the street canyons perpendicular to the incoming wind direction at pedestrian height. The skewness of both speed and velocity components showed the highest correlation with PF for all exceedance probability values compared to the coefficient of variation, standard deviation, and kurtosis. The integral timescale showed a marginal correlation with the PF and GF. The relationships of statistics with GF and PF are then compared with the theoretical curves based on the Weibull and Gram-Charlier series (GCS) for estimating low-occurring events of wind speed and velocity components. The findings indicate that the Weibull distribution accurately represents the wind speed and related PF and GF but shows limitations for velocity components where GCS provides better results. The study emphasizes the need for improved statistical models to predict wind velocity components and calls for more experimental studies to compare higher-order statistics with LES.

    DOI: 10.1016/j.buildenv.2025.112769

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  • Impact of mesh resolutions for reproducing wind gustiness and probability distribution at pedestrian levels for a simplified block array

    Osman H., Wang W., Azhar bin Zainol M., Ikegaya N.

    Building and Environment   274   2025.4   ISSN:03601323 eISSN:1873-684X

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    Large-eddy simulations (LESs) were employed to investigate infrequent strong winds at the pedestrian level for wind environmental assessments. Although previous studies have established practical guidelines for LESs, mesh resolution at the pedestrian level has been recommended, focusing on fundamental statistics (e.g., mean and standard deviation). Additionally, velocity fields are commonly validated based on model-scale wind-tunnel experiments, which can introduce ambiguity in defining the pedestrian level relative to the building height. Therefore, this study investigated the impact of mesh resolution on infrequent wind-speed events within a cubical array using LES at two distinct pedestrian heights. Within the canopy, three mesh resolutions—H/20, H/40, and H/60—were examined, where H was the cube height. At the 0.1H pedestrian level, the H/40 mesh effectively captured the main features of the infrequent wind events characterized by the H/60 mesh: skewness and kurtosis distributions and the bimodal probability density function (PDF) shape corresponding to the shear layer formed by horseshoe vortices at the front bottom corner of the cube. Accordingly, the wind-speed gusts and peak factors (GF and PF) of H/40 and H/60 were consistent in regions typically associated with shear layer formation. Conversely, at a higher position of 0.5H, the coarsest mesh (H/20) demonstrated a comparable performance to the finer meshes (H/40 and H/60) in reproducing the PDF, higher-order statistical, GF, and PF distributions. These findings highlight the importance of considering both the mesh resolution and relative pedestrian-level height for the accurate prediction of pedestrian wind environments.

    DOI: 10.1016/j.buildenv.2025.112790

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  • Validating spatial reproduction of large-eddy simulations with PIV datasets for turbulence statistics at pedestrian level of urban canopy

    Osman H., Ikegaya N.

    Journal of Wind Engineering and Industrial Aerodynamics   258   2025.3   ISSN:01676105 eISSN:1872-8197

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    Publisher:Journal of Wind Engineering and Industrial Aerodynamics  

    For large-eddy simulations (LES) at pedestrian levels of urban canopies, accurate validation with wind-tunnel experiments is essential. While extensive LES research has been conducted, validation often focuses solely on fundamental statistical profiles above the urban canopies, disregarding the dramatic spatial variations and higher-order statistics within the flow field, particularly at pedestrian levels. Therefore, this study systematically validated the spatial distribution of various LES-derived statistics against PIV data within a cubical array, focusing on critical height of 0.1H (where H is the cube length). In addition to fundamental statistics, higher-order statistics were quantitatively validated with a hot-wire anemometer (HWA) above the canopy. Furthermore, to ensure the reliability of the LES results, a sensitivity analysis was conducted to assess the impact of the mesh resolutions and domain sizes. The H/40 mesh aligns with PIV results for mean and standard deviation at 0.1H, offering a balance between accuracy and computational cost. In terms of validation metrics, the H/60 mesh indicated the best consistency with the velocity skewness and kurtosis obtained by HWA above the canopy. While the turbulent length scale is affected by domain size when using cyclic boundary conditions, utilizing a 16H of streamwise length reproduces a more reliable streamwise integral length scale with the experiment for 4H and 8H spanwise lengths. However, a sharp reduction in the streamwise integral length scale was observed when using 2H in spanwise length. By incorporating these detailed validations, this study aims to underscore the key roles of both mesh resolution and domain size in accurately verifying and validating LES models for simulating pedestrian-level winds.

    DOI: 10.1016/j.jweia.2025.106018

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  • Comparing RANS- and LES-based statistical methods for determining low-occurrence strong wind speeds in an actual urban area

    Wang, W; Yang, TJ; Li, YZ; Ikegaya, N

    BUILDING AND ENVIRONMENT   269   2025.2   ISSN:0360-1323 eISSN:1873-684X

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    The low-occurrence strong wind speed (LOSWS) is a crucial factor in the urban wind environment. While several studies have estimated LOSWS based on high-order moments in statistical modelling, methods using commonly analyzed statistics in numerical simulations are more convenient but have not been thoroughly evaluated for urban cases. In this study, two statistical methods, KB method, which uses mean velocity components and turbulent kinetic energy, and Beta method, which additionally includes the integral time scale, were applied to estimate LOSWS using statistics from the Reynolds-averaged Navier–Stokes (RANS) simulations of an actual urban case. The accuracy of LOSWS estimation was also evaluated using statistics from large-eddy simulation (LES) to quantify potential error sources in the estimates derived from RANS statistics. Using LES statistics, both KB and Beta methods showed relative errors within ±10 % for LOSWSs at a 10 % exceedance probability and within ±25 % at 1 % and 0.1 % exceedance probabilities at most points. Although estimations based on RANS statistics showed larger deviations than those based on LES statistics, these two methods can still provide valuable a priori estimations, with most scatter points distributed along the 1:1 line, indicating acceptable agreement between the estimated and actual values. The main source of error for the two methods with RANS statistics is the numerical accuracy of turbulent kinetic energy. However, the significantly lower computational cost of RANS makes these estimations valuable for practical applications. The findings of this study provide valuable insights for estimating LOSWS using low-order statistics from LES or RANS simulations.

    DOI: 10.1016/j.buildenv.2024.112464

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  • Approximating wind speed probability distributions around a building by mixture weibull distribution with the methods of moments and L-moments

    Wang, W; Gao, YS; Ikegaya, N

    JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS   257   2025.2   ISSN:0167-6105 eISSN:1872-8197

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    Publisher:Journal of Wind Engineering and Industrial Aerodynamics  

    Wind speed probability distribution functions (PDFs) are crucial for evaluating urban wind environments. While previous studies have used unimodal distribution functions to model PDFs, bimodal patterns are also observed in urban areas. To more accurately model unimodal and bimodal PDFs, this study assessed the applicability of the mixture Weibull distribution (2W2W). The performance of the two-parameter Weibull distribution (2W) was also analyzed for comparison. Three parameter estimation methods (method of moments (MM), method of L-moments (LM), and maximum likelihood method (ML)) were applied to wind speed data of an isolated building case from a LES database. It was found that L-moments show non-linear relationships with moments, but with smaller magnitudes. 2W2W outperforms 2W in estimating both moments and L-moments, especially for higher-order statistics. 2W2W has the potential to better capture both unimodal and bimodal distributions compared to 2W. While 2W2W generally outperforms 2W under MM, noticeable oscillations were observed at some points. Although ML is the most accurate method at most points, LM still outperforms ML at specific locations based on both 2W and 2W2W. This study is expected to offer valuable insights into modeling PDFs for urban wind environments.

    DOI: 10.1016/j.jweia.2024.106001

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  • Comparisons of experimentally and numerically determined statistics for predicting low-occurrence wind speeds around a 1:1:2 block model

    T. Tong, Y. Li, W. Wang, M. F. Mohamad, T. Okaze, N. Ikegaya

    Building and Environment   267   2025.1   ISSN:0360-1323 eISSN:1873-684X

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    Accurate prediction of low-occurrence wind speeds around urban structures is crucial for safe building design. Although Large-eddy simulation (LES) is commonly used as a high-fidelity model as compared with the Reynolds-Averaged Navier–Stokes (RANS) simulations, the present validation process relies on the comparison of fundamental statistics of the mean and standard deviations. The discrepancies in LESs and wind-tunnel experiments (WTEs) are unclear in terms of physical quantities characterizing the unsteadiness of the simulated turbulent flow such as probability density and power spectral densities, and low-occurrence winds speeds. Therefore, this study aims to evaluate the effectiveness of LES in predicting unsteady wind behavior around a 1:1:2 block model. The study identifies prominent differences to improve the accuracy of unsteady numerical simulations especially for the purpose of predicting low-occurrence wind speeds. Various advection schemes in LESs were investigated, including first-order upwind, second-order linear, and dynamic interpolation schemes. The results show significant discrepancies, particularly in higher-order statistics and low-occurrence wind speeds, with WTE consistently exhibiting higher energy levels across all frequencies. These findings highlight the need to refine advection schemes to enhance their predictive accuracy. LESs with minimal numerical errors from discretization schemes can substantially improve urban wind assessments and contribute to the design of safer structures.

    DOI: 10.1016/j.buildenv.2024.112201

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  • Validation of large eddy simulations in urban wind studies using anew overall area metric

    Shaukat, U; Jakobsen, JB; Ikegaya, N; Giljarhus, KET

    BUILDING AND ENVIRONMENT   267   2025.1   ISSN:0360-1323 eISSN:1873-684X

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    There is an increase in reliance on large-eddy simulations (LES) over traditional Reynolds-Averaged Navier–Stokes (RANS) simulations for conducting urban wind studies because of their potential to capture detailed flow characteristics and unsteady flow phenomena. Validation remains a crucial aspect of computational fluid dynamics (CFD) analysis. Yet, LES validation often relies on traditional RANS-based metrics that focus on mean quantities, despite LES providing richer flow details. With adequate LES validation guidelines lacking in the computational wind engineering literature, this paper introduces a new validation metric tailored for LES in urban wind studies. This study uses the ”Michelstadt” test case, a semi-idealized model of a generic European city, to demonstrate the metric's evaluation. It begins by assessing the importance of mesh sensitivity and inflow generation techniques in achieving high-fidelity LES results. Then, the proposed metric, called the overall area metric (OAM), improves the evaluation of LES results by quantitatively comparing the cumulative density functions (CDFs) of the velocity time series of LES with experiments. The LES results for mean velocity and Reynolds stresses align well with the experimental data based on traditional hit rate and factor of two metrics both within and above the urban canopy layer (UCL). The OAM reveals poor results above the building compared to the results within the UCL for the mean streamwise velocity. Therefore, the OAM metric accurately represents velocity distributions, allowing validation of a wider range of wind speeds, unlike previous metrics. This is important in recent LES studies on rare high-wind events, such as gusts.

    DOI: 10.1016/j.buildenv.2024.112285

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  • Turbulence scale and strength analysis in the roughness and inertial sublayers over urban areas: A wind tunnel study

    Fei Li, Ruiqi Wang, Guoliang Chen, Ziwei Mo, Naoki Ikegaya, Chun Ho Liu

    Building and Environment   267   2025.1   ISSN:0360-1323 eISSN:1873-684X

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    The dissimilarity of dynamics and turbulence structures between the roughness and inertial sublayers (RSL, ISL) over roughness elements show that ISL turbulence is much more homogeneous. Conventional logarithmic law of the wall is merely applicable for the RSL mean-wind-speed profiles. To characterize the turbulence scales and elucidate the mechanism, the flows in the atmospheric surface layer (ASL) over real urban morphology are measured in wind tunnel experiments fabricated by 3D-printing, reduced-scale model of downtown Kowloon Peninsula, Hong Kong. Elevated dispersive flux at urban canopy signifies the influence from individual buildings and inhomogeneous RSL flows. A positive momentum contribution appears in the low-frequency regime. The large-scale turbulence in RSL thus enhances the mixing and transport, resulting in inhomogeneous flows. The contribution from ejection Q2 and sweep Q4 increases and decreases, respectively, with increasing RSL motion strength. The conventional −5/3 law is observed by empirical mode decomposition (EMD) and the largest amplitude fluctuation occurs more often when the turbulence length scale is comparable to the turbulent boundary layer (TBL) thickness. The single-point amplitude modulation (AM) shows that the large- and small-scale turbulence correlates tightly at the bottom of RSL. Besides, the joint probability density function (JPDF) illustrates that accelerating large scales often occur with decelerating small scales, and they are intensified with increasing wall-normal distance. As a result, large-scale turbulence influences substantially the flow structures over urban areas and the small-scale turbulence (even) in RSLs in the vicinity of building obstacles.

    DOI: 10.1016/j.buildenv.2024.112193

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  • Similarity of the low-occurrence wind profiles within urban turbulent boundary layers of uniform and non-uniform height block arrays

    Muhd Azhar bin Zainol, Wei Wang, Naoki Ikegaya

    Building and Environment   267   2025.1   ISSN:0360-1323 eISSN:1873-684X

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    Within urban boundary layers, the safety of pedestrians is markedly affected by wind speed, particularly in urban areas. The characteristics of turbulence above the canopy layers can lead to unpredictable changes in wind speed at the pedestrian level. Therefore, this study analyzes low-occurrence wind speed phenomena above canopy heights for uniform and nonuniform block configurations using wind tunnel experiments (WTE) to understand the background turbulence characteristics which the wind profile is generated by the boundary layer above the canopy. The urban canopy arrays were reproduced using solid blocks arranged in 30 rows in a streamwise direction with a packing density of 25 % at three different heights. An x-type hot-wire anemometer was used to measure the streamwise and vertical velocity components. The low-occurrence values were classified based on wind speed percentiles of 0.1 %, 1.0 %, 99.0 %, and 99.9 % wind speeds. The results demonstrated that above the canopy, there were minor influences of block height variations on the low occurrence factor. The peak factor demonstrated a comparable value between the uniform and nonuniform cases, regardless of the block arrangement. Statistical models based on the Weibull distribution and Gram–Charlier series demonstrating good agreement with the WTE data in predicting the low occurrence and peak factors. This study found that variations in block height have a minor influence on the low occurrence and peak factors within the turbulent boundary layers, implying that we can separate the effect of background turbulence from the local turbulent generation within the urban canopy layers.

    DOI: 10.1016/j.buildenv.2024.112138

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  • EVALUATION AND UNCERTAINTY ANALYSIS OF PEAK WIND SPEED STATISTICS AT PEDESTRIAN LEVEL AROUND AN ISOLATED BUILDING MODEL USING LARGE-EDDY SIMULATION

    KIKUMOTO Hideki, OKAZE Tsubasa, IKEGAYA Naoki, TOMINAGA Yoshihide

    Journal of Environmental Engineering (Transactions of AIJ)   90 ( 827 )   35 - 44   2025.1   ISSN:13480685 eISSN:1881817X

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:Architectural Institute of Japan  

    <p>This study examines the peak wind speed statistics and their uncertainty at the pedestrian level around an isolated building model using Large-Eddy Simulation (LES). Understanding pedestrian-level wind conditions is crucial for building design focused on comfort and safety. Traditional methods, often limited by the inability to directly assess peak speeds through wind tunnel experiments or computational fluid dynamics, rely on lower-order statistical measures combined with gust and peak factors. Our approach allows for a more direct and reliable estimation of these wind statistics, providing insights into the complexities of building-induced winds and their impact on pedestrian-level environments.</p>

    DOI: 10.3130/aije.90.35

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  • Impact of momentum sources on pedestrian-level peak wind predictions of an urban-like array using large-eddy simulations and statistical models

    T. Sanemitsu, W. Wang, N. Ikegaya

    Building and Environment   267   2025.1   ISSN:0360-1323 eISSN:1873-684X

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    The effect of urban geometries on the peak wind speed at the pedestrian level was investigated using simplified urban-like arrays in wind tunnel experiments. To scrutinize the turbulent flow's spatial and temporal characteristics, large-eddy simulations (LESs) were adopted to simulate suitable experimental conditions using an external force accelerating the flow with the periodic boundary condition. Although previous studies have revealed that conventional LESs use a constant pressure gradient as a momentum source, driving the flow differs from those in developing boundary layers in experiments, and the effect of the momentum source on peak wind speeds at the pedestrian level remains unknown. Therefore, this study used a series of LESs based on the three driving methods to investigate the impact of the momentum provision on the relevant statistics and peak values. The turbulent statistics showed good agreement among the cases driven by the momentum sources regardless of the shape of the profiles of the momentum source. Peak wind speeds, quantified by percentiles, were estimated using statistical models based on the Weibull distribution. Overall, the results showed a good agreement between the LESs and statistical model estimations when higher-order moments were adopted as the estimation parameters.

    DOI: 10.1016/j.buildenv.2024.112244

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  • Directly determining mean and instantaneous ventilation rates using stereoscopic PIV for single-sided and cross ventilations of a cubic building

    Wang, W; Hirose, C; Ikegaya, N

    SUSTAINABLE CITIES AND SOCIETY   118   2025.1   ISSN:2210-6707 eISSN:2210-6715

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    Publisher:Sustainable Cities and Society  

    Since the indoor ventilation significantly influences human health and comfort, there has been a huge demand for realizing a sustainable air conditioning system by utilizing natural ventilation. Although there are numerous experimental studies on wind-induced natural ventilation, these experiments were unable to determine the genuine ventilation rate based on the velocity component normal to opening because of the methodological limitations. In this study, therefore, stereoscopic particle image velocimetry was progressively employed to determine three velocity components within a lateral opening of an isolated cubic building in single-sided and cross ventilation conditions. As a result, the mean, variance and covariance of velocity components at lateral opening of the single-sided-ventilation model are comparable to those of the cross-ventilation model. On the other hand, after the flow goes into the building, the velocity fluctuations are significantly reduced in the single-sided ventilation condition, while it decays more slowly in the cross-ventilation condition. In addition, the mean and instantaneous ventilation rates were experimentally determined to quantify the contribution of the turbulent flow passing to the ventilation rates. This study clarifies the ventilation mechanism by turbulence and provides reliable database of ventilation flow for numerical validation.

    DOI: 10.1016/j.scs.2024.106049

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  • Improvement of Isolated Abducens Nerve Palsy with Hydrocephalus after CSF Diversion: A Possible Evaluative Role of Retroclival-pontomedullary Distance(タイトル和訳中)

    Tsuburaya Kento, Ikegaya Naoki, Suenaga Jun, Funatsuya-Sato Raisa, Yamamoto Tetsuya

    NMC Case Report Journal   11 ( 1 )   333 - 337   2024.12

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    Language:English   Publisher:(一社)日本脳神経外科学会  

  • Extrapolating low-occurrence strong wind speeds at pedestrian levels using artificial neural networks trained by a single turbulent dataset

    Y. Li, W. Wang, T. Okaze, N. Ikegaya

    Sustainable Cities and Society   115   2024.11   ISSN:2210-6707 eISSN:2210-6715

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    Predicting low-occurrence strong wind speeds in urban areas is crucial for enhancing the comfort and ensuring the safety of residents. Artificial neural network (ANN) models outperform traditional statistical methods in accurately estimating low-occurrence wind distributions. However, generalizing trained models to be applicable to various datasets remains a significant challenge. Therefore, three ANN models with different input variables, trained by a single turbulent dataset of a building array case, were applied to four types of datasets to evaluate the models’ generalization ability for predicting low-occurrence strong wind speeds in urban areas. It found that the ANN model, which uses the mean, standard deviation, and skewness of the turbulent flow, shows the best generalization ability among the three ANN models for all types of datasets. In addition, for the four datasets, the results calculated by this model show that the majority of points have an error of less than 20% compared to the true values. It is advisable to construct models using more extensive training data that encompasses a broad range of mean and skewness of wind speeds. This study contributes to the development of more effective and adaptable ANN models for urban wind safety in building engineering.

    DOI: 10.1016/j.scs.2024.105837

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  • Pedestrian-level low-occurrence wind speeds in an urban area predicted by artificial neural networks from fundamental statistics

    Y. Li, K. Seta, N. Ikegaya

    Sustainable Cities and Society   115   2024.11   ISSN:2210-6707 eISSN:2210-6715

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    Publishing type:Research paper (scientific journal)   Publisher:Sustainable Cities and Society  

    Promoting urban sustainability requires a comprehensive understanding of the interaction between built and surrounding environments. Low-occurrence wind is a key factor affecting building performance, urban breathability, and human comfort and safety. This study proposes artificial neural network (ANN) models to estimate low-occurrence wind speeds using wind speed statistics from field measurements, and to investigate the relationship between these statistics and pedestrian-level low-occurrence wind speeds. The performance of ANN models was compared with traditional statistical methods, including Gram–Charlier series (GCS) and Weibull models (2W and 3W). It was found that ANN models estimate percentile values more accurately due to their data-driven capabilities. The proportion of negative outliers for 0.1 % percentile wind speeds decreased by approximately 70 % compared to the GCS models and 40 % compared to the 3W model. The accuracy for 99.9 % percentile wind speeds in ANN models and traditional statistical methods with input orders higher than the second order improved by approximately 30 % compared to the Gaussian and 2W models. Additionally, the estimation accuracy of ANN models improved with data clustering. This study highlights the potential of ANN models in advancing urban sustainability by accurately estimating pedestrian-level low-occurrence wind speeds from fundamental statistics, contributing to sustainable urban development.

    DOI: 10.1016/j.scs.2024.105828

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  • Investigation of coherent structures in turbulent boundary layer above urban building array using proper orthogonal decomposition

    Haitham Osman, Ikegaya Naoki

    Proceedings of International Exchange and Innovation Conference on Engineering & Sciences (IEICES)   10   890 - 896   2024.10   ISSN:24341436 eISSN:24341436

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    Language:English   Publisher:International Exchange and Innovation Conference on Engineering & Sciences  

    Turbulent structures are intermittent and spatially correlated above the canopy. These structures play a crucial role in enhancing the momentum exchange inside the urban boundary layer. While various studies have explored these structures numerically and experimentally, the structures dynamics over extremely rough surfaces remain substantially less understood. Hence, this study applies Proper orthogonal decomposition (POD) to high temporal and spatial resolution data for the streamwise velocity component derived from large eddy simulation. The results reveal that the first four POD modes account for over 40% to the turbulent kinetic energy. Furthermore, the first POD pair exhibits a wider coherent structure compared to the second POD pair (mode 3 and mode 4). Interestingly, POD mode 1 and mode 2 oscillate at approximately the same frequency. This study provides deeper insights into the coherent structure’s dynamics above the canopy, thereby contributing to a better understanding of the momentum exchange mechanism.

    DOI: 10.5109/7323365

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  • Comparisons of Statistics for Wind Speeds Around an Isolated Building Determined by Wind-tunnel Experiment and Numerical Simulation

    T. Tong, Y. Li, W. Wang, Ikegaya Naoki

    Proceedings of International Exchange and Innovation Conference on Engineering & Sciences (IEICES)   10   692 - 699   2024.10   ISSN:24341436 eISSN:24341436

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    Language:English   Publisher:International Exchange and Innovation Conference on Engineering & Sciences  

    Accurately predicting low-occurrence wind speeds around urban structures is vital for proper building design as well as pedestrian safety. Although Large-eddy simulation (LES) is often used as a high-fidelity model compared to Reynolds-averaged Navier–Stokes (RANS) simulation, current validation processes mainly compare fundamental statistics of the mean and standard deviations of the wind speed. Discrepancies between LESs and wind-tunnel experiments (WTE) remain unclear, particularly regarding physical quantities that characterize the unsteadiness of turbulent flows, such as probability densities, power spectral densities, and high-order moments of the wind speed. This study evaluates LES's results in predicting unsteady wind behavior around a 1:1:2 block model. Two advection schemes in LESs, including first-order upwind and second-order linear were investigated. The results show notable discrepancies, particularly in high-order statistics with WTE consistently exhibiting higher energy levels across all frequencies. These findings underscore the need to refine numerical models to improve their predictive accuracy.

    DOI: 10.5109/7323337

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  • Comparing annual extreme winds in Iran predicted by numerical weather forecasting and Gram-Charlier statistical model with meteorological observation data

    Leila Mahmoudi, Wei Wang, Naoki Ikegaya

    Building and Environment   261   2024.8   ISSN:0360-1323 eISSN:1873-684X

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    Iran has been experiencing severe dust storms due to strong wind speeds that cause sand erosion. This erosion is particularly pronounced in the semi-arid and arid zones. Wind speed predictions using numerical weather forecasting (NWF) are indispensable; however, the applicability of NWF for predicting extreme annual wind speeds is not well known. To validate the NWF model, this study compared NWF-model-predicted 3-hour averaged wind speeds over one year and those observed at 390 weather stations. In addition, a statistical model was employed to estimate the probability densities of wind speeds for both the observational data and the NWF output. As an NWF model, the mesoscale Weather Research and Forecasting (WRF) model was utilized to simulate wind speeds. The results indicate that the observation data are consistent with the modeled datasets regarding the relationships among the mean, standard deviation, and skewness, whereas the WRF model tends to overestimate the mean wind speeds. In addition, the predictability of annual extreme wind speeds was determined using the peak factor. Moreover, skewness has emerged as an influential parameter for predicting extreme winds. Finally, the Gram-Charlier series model was utilized to estimate probability density functions of the wind speeds, demonstrating its effectiveness in capturing positively skewed distributions. The present analyses broaden the use of both NWF outputs and statistical methods to predict extreme wind speeds in Iran.

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  • Net escape velocity, transfer probability, and travel time distributions within a cross-ventilated room model sheltered by urban-like block array

    Ryu Itokazu, Ken Bryan Fernandez, Kazuki Kuga, Naoki Ikegaya, Kazuhide Ito

    Building and Environment   259   2024.7   ISSN:0360-1323 eISSN:1873-684X

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    Natural ventilation offers significant advantages, especially in terms of energy conservation. However, most published articles have focused on the ventilation flow rate to determine the average contaminant concentration, while few have examined local ventilation distributions. Therefore, isothermal steady-state Reynolds-averaged Navier–Stokes simulations were conducted to analyze the airflow and scalar concentration fields of a cross-ventilation model sheltered by buildings. Based on these fields, we generated the spatial distributions of ventilation indices, namely, the net escape velocity (NEV), point-to-point indices transfer probability (TP), and travel time (TT), to discuss the dispersion of scalars emitted from local points in a room with natural ventilation. The NEV, which indicates the direction of the scalar discharge from each cell, exhibited a distribution distinct from the advection velocity because of concentration gradient effect. Higher TPs were observed when evaluated from a contaminant source to a target point following the NEV streamlines. Meanwhile, lower TTs were observed when evaluated in a point near the source and also from a contaminant source to a target point following the NEV streamlines. Although TP and TT are independent ventilation indices, a negative correlation between them was observed. Instead of the ventilation flow rate, the detailed structure of scalar dispersion can now be described by simultaneously analyzing the ventilation efficiency indices, which provide information on the general contaminant transport direction, and the probability and duration of transfer from a source to a target point. This potentially helps in the design of ventilation system especially in room lay-out to avoid cross-contamination.

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  • Comparison of various statistical methods for estimating extreme wind speed at the pedestrian level in idealized and actual urban areas

    Wei Wang, Takeru Sekikawa, Tsubasa Okaze, Naoki Ikegaya

    Journal of Wind Engineering and Industrial Aerodynamics   250   2024.7   ISSN:0167-6105 eISSN:1872-8197

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    Pedestrian-level wind environment is a key aspect in sustainable urban planning. Especially, evaluating extreme wind speed in urban areas is important, since strong winds increase the risk of accidents and injuries of pedestrians. Although several statistical methods were developed to estimate extreme wind speed using statistics in previous studies, their robustness and accuracy remain unclear for the applications on the entire pedestrian level of urban areas. This study validated the effectiveness of the Weibull distribution (KB, 2W, and 3W) method and the Gram–Charlier series (GCS) method in four scenarios: three idealized urban cases and one actual urban case, all at the pedestrian level. The validation was performed using time-series data from the large-eddy simulations (LESs). It was found that for the extreme wind speed with exceedance probability q = 10%, 1%, and 0.1%, the adaptive GCS method (GCS-A) and 3W method (the third-order Weibull distribution method) were found to be robust and accurate. The sixth-order GCS method (GCS-6th) shows high estimation accuracy at most regions, except several regions with large high-order statistics. The outcomes of this study are anticipated to make a valuable contribution to urban planning and design, particularly in the context of wind environment considerations.

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  • Comprehensive comparisons of RANS, LES, and experiments over cross-ventilated building under sheltered conditions

    Wan Hazwatiamani Wan Ismail, Mohd Faizal Mohamad, Naoki Ikegaya, Jaeyong Chung, Chiyoko Hirose, Azli Abd Razak, Azlin Mohd Azmi

    Building and Environment   254   111402 - 111402   2024.4   ISSN:0360-1323 eISSN:1873-684X

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    The use of RANS (Reynolds-Averaged Navier-Stokes) simulations to study airflow over cross-ventilated buildings has been widely performed under both isolated and sheltered conditions. For a sheltered environment, great efforts still need to be made as few studies have been conducted on cross-ventilated buildings, located far downstream of the urban morphology. Therefore, in this study, a series of simulations with different turbulence models were conducted to determine the performance in predicting the external and internal airflows of a cross-ventilated building under sheltered conditions and to evaluate the ventilation performance. Two urban building dispositions were considered, namely square (SQ) and staggered (ST) layouts. The evaluation of the velocity profiles was performed in the vertical and horizontal planes of the target building to systematically determine the accuracy of each model. The qualitative results showed that several RANS models are able to generate the main features of the external (in-canyon) and internal flows. In addition, the quantitative evaluations of the internal flow showed that the vertical velocity in the vertical plane and the lateral velocity in the horizontal plane are poorly predicted in the SQ array. Furthermore, the prediction of the streamwise velocity in the horizontal plane of the ST array is not satisfactory. The RANS ventilation rates are comparable to the large-eddy simulation (LES) results for certain models in the SQ array, but the deviations are large for all models in the case of the ST array, with the highest predicted ventilation rate being 40% lower compared to LES.

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  • Predicting low-occurrence wind speed at the pedestrian levels of simplified arrays: Artificial neural network models versus statistical methods

    Y. Li, W. Wang, N. Ikegaya

    Building and Environment   250   111171 - 111171   2024.2   ISSN:0360-1323 eISSN:1873-684X

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    Low-occurrence wind speed in urban areas has a profound impact on the daily activities of people. Although several statistical methods were developed for estimating the low-occurrence wind speeds, their accuracy and flexibility still need improvements. Based on the inference from the favorable outcomes of statistical models in which low-occurrence wind speeds can be estimated by the statistics including high-order moments, in this study, the artificial neural network (ANN) models were designed to estimate the low-occurrence wind speeds based on the moments. After the sensitivity tests for the dimensions, hidden layers, epochs and training data ratios of the ANN models, the optimal setting was applied to predict the low-occurrence wind speeds of two building array cases including square and staggered layouts. The applicability of the ANN models was also evaluated for the extrapolation method between two building array cases and compared with the traditional statistical methods. It was found that the ANN models with the higher-order statistic input showed better performance than those with the second-order statistic input. The results obtained from the interpolation method are more accurate than those from the extrapolation method. Compared with traditional statistical methods, the ANN models show greater superiority in the prediction accuracy. According to the comprehensive evaluation of the ANN models, although they require ample training datasets connecting the statistics and low-occurrence wind speeds, it is proved to be a promising approach for estimating the low-occurrence wind speeds in urban wind environment.

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  • Indoor flow datasets of two-layered cross-ventilation models by particle image velocimetry and hot wire anemometry

    W. Wang, N. Ikegaya, C. Hirose, M.F. Mohamad

    Data in Brief   52   109856 - 109856   2024.2   ISSN:2352-3409

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  • Correlations among high-order statistics and low-occurrence wind speeds within a simplified urban canopy based on particle image velocimetry datasets

    Fei Li, Chiyoko Hirose, Wei Wang, Chun-Ho Liu, Naoki Ikegaya

    Building and Environment   247   111050 - 111050   2024.1   ISSN:0360-1323 eISSN:1873-684X

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    Predicting infrequent and extreme wind speeds in a built environment is essential for ensuring comfortable and safe pedestrian spaces. Recent studies have employed statistical methods that assume a distribution function for wind speeds at pedestrian levels. Fundamental studies on the relationship between canopy flow and statistics are required to further develop statistical models. Therefore, this study aimed to understand the characteristics of strong and weak wind events within a simplified urban canopy and to scrutinize the relationship between high-order moments and extreme wind events. Particle image velocimetry (PIV) was employed to capture the velocities within a canopy consisting of cubes arranged in a staggered layout with a packing density of 25 %. The probability density functions (PDFs) of the velocity components classified by the mean flow patterns revealed that the PDF shapes were altered by the reverse and spanwise flows. In addition, strong correlations were verified between the gust or peak factor (PF) and high-order moments such as skewness, kurtosis, fifth-order, and sixth-order moments. Accordingly, the PF of the velocity components and wind speed were compared with the predictions by statistical methods based on the Weibull and Gram–Charlier series (GCS). These observations validate the previous statistical methods based on Weibull or GCS distributions. Although the physical interpretation of these statistics is ambiguous, the present analyses indicate that PF can be predicted by high-order moments, especially in particular, by skewness and kurtosis.

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  • Circuit-type Environmental Wind Tunnel at Urban Environmental Laboratory, Kyushu University

    IKEGAYA Naoki

    Wind Engineers, JAWE   49 ( 3 )   222 - 227   2024   ISSN:09121935 eISSN:18838413

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    DOI: 10.5359/jawe.49.222

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  • Report on the 19th International Advanced School on Wind Engineering

    TAKADATE Yuki, IKEGAYA Naoki

    Wind Engineers, JAWE   49 ( 1 )   37 - 38   2024   ISSN:09121935 eISSN:18838413

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    DOI: 10.5359/jawe.49.37

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  • Report on the 2024 Annual Meeting of JAWE

    IKEGAYA Naoki

    Wind Engineers, JAWE   49 ( 4 )   387 - 388   2024   ISSN:09121935 eISSN:18838413

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    DOI: 10.5359/jawe.49.387

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  • 自己記入式調査票によるカリウム摂取量推定法の精度の検討

    小田巻 眞理, 佐々木 貴充, 山本 龍夫, 池谷 直樹, 永田 総一朗, 大橋 温, 安田 日出夫, 加藤 明彦, 篠原 由美子, 菱田 明

    日本病態栄養学会誌   26 ( 4 )   293 - 304   2023.11   ISSN:1345-8167

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    簡便で精度の高いカリウム(K)摂取量を推定する自己記入式調査票の作成を目的に二段階の研究を行った。最初に、K摂取量に寄与する可能性の高い食品14群の摂取頻度を調査する事で1日K摂取量を推定する調査票を作成した。73名を対象とし、調査票と24時間蓄尿によるK摂取量推定値を算出した。両者には有意な相関(r=0.28)を認めた。次いで、調査票データの解析を行い、より簡便で精度の高い調査票改訂版とK摂取量計算式を作成した。その際、1食当たりの摂取量を性別、身長、体重で補正する係数を用いることとした。73名の摂取頻度結果に基づき改訂版の調査票によるK摂取量を再推定すると、24時間蓄尿による推定値との相関係数は0.50となった。調査票改訂版の実際の精度については、他の集団で評価する必要があるが、簡便なK調査票で精度の高いK摂取量の推定ができる可能性が示唆された。(著者抄録)

  • Statistical analysis of turbulent flow over a building array using LES

    Osman Haitham, Muhd Azhar Zainol, Ikegaya Naoki

    Proceedings of International Exchange and Innovation Conference on Engineering & Sciences (IEICES)   9   429 - 434   2023.10   ISSN:24341436 eISSN:24341436

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    Understanding the turbulent flow feature over building arrays are essential because the flow distribution is determined by the interaction between the atmospheric boundary layer and building array. The present study investigated the turbulent statistics over roughness elements arranged in a staggered array using large eddy simulation. Unlike a conventional method to drive the flow by the constant pressure gradient, the current simulation method employed a vertical profile of the streamwise pressure gradient determined by the experimental data of the Reynolds stress obtained in a wind tunnel. The time series data were analyzed to determine the fundamental statistics and probabilistic characteristics. The results revealed that the probability density function of the streamwise velocity component followed the gaussian distribution curve behind the building model. However, the probability density function of the vertical component showed a positive skewed results owing to the reverse flow back to the roughness element.

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  • Effect of artificial speed of sound in ACM, EDACM, and EMV for two-dimensional cavity flow

    N. Ikegaya, K. Nagata, C. Hirose, J. Tanimoto

    Computers &amp; Fluids   264   105985 - 105985   2023.10   ISSN:0045-7930 eISSN:1879-0747

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    This study compared various numerical schemes that have been reported with the assumption that artificial compressibility aids in the realization of explicit fluid dynamics simulations for a two-dimensional cavity flow. Four artificial compressible schemes, the artificial compressible method (ACM), entropically dumped ACM (EDACM), explicit method with virtual particles (EMV), were compared with a conventional incompressible scheme (simplified marker and cell, SMAC). The purpose of the comparisons is clarifying the validity of EMV in which the artificial speed of sound can be theoretically determined. In addition, the effect of the artificial speed of sound was investigated for ACM and compared with EMV. Moreover, three conditions of Reynolds numbers, Re=100, 1000, and 5000, were employed. Under steady-state conditions, the velocity and pressure distributions were found to be consistent among the EMV, ACM, EDACM, and SMAC. Further, the comparisons of the horizontal and vertical profiles indicated that these artificial compressible schemes reproduced the velocities using the incompressible scheme at three Reynolds numbers. In contrast, the temporal development of the velocity fields in the three artificial compressible schemes clearly exhibited small fluctuations in the velocity and pressure around the overall trends determined by SMAC. Further, the power spectral densities demonstrated that such fluctuations were due to compression-wave propagations with the artificial speed of sound. Although no clear differences were observed among EMV, ACM, and EDACM at these Reynolds numbers, EMV was determined to be advantageous in terms of theoretically determining the unique value of the artificial speed of sound once the lattice-grid system was fixed, whereas ACM and EDACM require sensitivity studies to select suitable values.

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  • Quantifying natural cross-ventilation flow of a two-layered model used for terraced houses in tropical zones by particle image velocimetry

    N.M. Ali, M.F. Mohamad, W. Wang, C. Hirose, R. Yoshie, N. Ikegaya

    Building and Environment   244   110829 - 110829   2023.10   ISSN:0360-1323 eISSN:1873-684X

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    Wind-induced natural ventilation is a sustainable approach for improving the indoor thermal comfort, air quality, and energy consumption. Although numerous ventilation studies have addressed generic ventilation models, the cross-ventilation flow of a multilayered model (widely ingrained in a tropical climate zone such as Malaysia as a typical terraced house with a deep-plan layout) has not been studied well. Therefore, this study aims to investigate the flow patterns inside a simplified two-layered model separated by a second floor at the middle height with an opening using wind tunnel experiments. Two cases are considered based on the positions of the inlet and outlet openings on each floor. Two velocity components are measured using particle image velocimetry (PIV) and hot-wire anemometry (HWA). This study provides high-quality experimental datasets, which enables us to understand turbulent characteristics of indoor airflow, obtained using PIV and HWA for a generic two-layered cross-ventilation model. In addition, the results show that the ventilation performance of two-layered stratified buildings is significantly affected by the inlet opening positions. Moreover, the indoor flow direction is considerably changed owing to the multi-zoning of the indoor space. Although we employed only a generic two-layered model, this study clearly highlights the importance of considering multi-layered buildings for a better understanding of the ventilation performance.

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  • Appropriate Momentum Provision for Numerical Simulations of Horizontally Homogeneous Urban Canopies Using Periodic Boundary Conditions

    Toshiki Sanemitsu, Naoki Ikegaya, Tsubasa Okaze, John J. Finnigan

    Boundary-Layer Meteorology   188 ( 3 )   485 - 522   2023.8   ISSN:0006-8314 eISSN:1573-1472

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    Turbulent flow over urban-like roughness has been numerically studied for various purposes, such as the clarification of turbulent characteristics over rough walls, visualization of turbulent structures around block arrays, and evaluation of urban ventilation and pedestrian winds. In such simulations, a portion of the developing boundary layer is extracted as a numerical domain, assuming periodic boundary conditions in the horizontal direction to reproduce laterally homogeneous rough surfaces. However, the conditions required to drive the airflow by an artificial momentum source uniquely determine the turbulent statistics, which are different from those in developing boundary layers. Therefore, this study presents a new approach for driving the airflow over urban-like block arrays. The new method is based on spatially averaged Navier–Stokes equations to prove the necessity of height-dependent momentum provision. The turbulent flow over a cubical-block array is determined using large-eddy simulations driven by four different momentum sources. Regardless of the driving force, the vertical profiles of the streamwise velocity components are identical. In contrast, slight differences in the vertical Reynolds stress, variances in the velocity components, and turbulence kinetic energy are appropriately reproduced in the new approach. In addition, the budget equations of the turbulent statistics reveal that a change in the vertical Reynolds stress affects the energy production and its redistribution into variance components. The proposed method can contribute to the reproduction of a realistic turbulent flow and provide a theoretical understanding of the momentum provision.

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  • Modeling probability density functions of instantaneous velocity components at the pedestrian levels of a building array by Gram–Charlier series

    Koki Seta, Wei Wang, Naoki Ikegaya

    Journal of Wind Engineering and Industrial Aerodynamics   239   105427 - 105427   2023.8   ISSN:0167-6105 eISSN:1872-8197

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    Probability density distributions (PDFs) of wind speeds at pedestrian levels are required to predict gusts for wind environment assessments. However, the time-series data are extremely large in data volume for calculating the PDFs. Therefore, we applied the Gram–Charlier series (GCS) to the dataset of the flow fields at the pedestrian level around a simplified block array obtained by a large-eddy simulation to analyze the probability density and low-occurrence strong wind speeds. PDFs are predicted using the GCS-nth model, in which the distribution is modified from the Gaussian distribution by incorporating third to nth-order moments. The GCS can estimate the skewed PDFs of pedestrian winds and more accurately predict the percentile values compared to a Gaussian distribution. In addition, at most locations, the higher-order GCS estimates the probability densities and percentiles more accurately than the lower-order models. In contrast, the accuracy of GCS-6th is not always better than that of GCS-5th or lower models in some locations because of the large values of the coefficient in the polynomial function that modifies a Gaussian distribution. This study proves that using GCS to predict PDFs from statistics is a newly discovered and useful approach for wind environmental assessment.

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  • Identifying the Distribution and Frequency of Dust Storms in Iran Based on Long-Term Observations from over 400 Weather Stations

    Leila Mahmoudi, Naoki Ikegaya

    Sustainability   15 ( 16 )   12294 - 12294   2023.8   eISSN:2071-1050

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    Middle Eastern countries suffer from dust events due to extended arid areas. Among them, Iran is a country experiencing a high record of dust events each year causing major environmental challenges. Although there are previous studies of the present situations of dust storm occurrences in Iran, most studies have analyzed the meteorological dataset in limited weather stations and areas in Iran. To understand the nationwide trends of the distributions and frequencies of dust storm events, comprehensive statistical evaluations of dust storm events, based on different dust categories, are required. Therefore, this study analyzes 12-year meteorological databases obtained at 427 stations in Iran to clarify the distribution of dust events and occurrence frequencies of the dust in a recent decade by classifying the dust events into suspended dust, rising dust, and dust storm. The highest record of the days belongs to rising dust, which surpassed 150 days per year, followed by suspended dust with over 100 days per year, and, finally, dust storms with a frequency of 30 days per year as annual statistics of dust events. In contrast, there were some stations that recorded minimal occurrences of dust events during the observation periods. To prove the spatial nonuniformity of the dust events, suspended dust events showed a distinct concentration in the western regions of the country, while rising dust tended to occur more frequently in the southern, eastern, and central parts of Iran. Accordingly, seasonal analyses indicate that the highest number of dust events occurred during the spring season, with the number of stations experiencing dust events being greater than during other seasons in all three categories. Nonetheless, annual analyses of dust events do not demonstrate any significant trends, with only 2012 having the highest record of dust events across all three categories. In terms of monthly analyses, dust events tended to increase from late spring to early summer in the suspended dust and rising dust categories. These analyses demonstrate the importance of studying numerous weather station datasets to clarify spatial trends of dust events with long-term variations.

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  • EFFECT OF AIRFLOW DRIVING METHOD ON PROBABILISTIC CHARACTERISTICS OF WIND VELOCITY COMPONENTS IN COMPUTATIONAL FLUID DYNAMICS USING PERIODIC BOUNDARY CONDITION AROUND SIMPLIFIED URBAN CANOPY

    Toshiki SANEMITSU, Naoki IKEGAYA

    Journal of Environmental Engineering (Transactions of AIJ)   88 ( 809 )   609 - 618   2023.7   ISSN:13480685 eISSN:1881817X

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    <p>Wind environment at a pedestrian level has been evaluated based on probability density functions and percentile wind speeds. The purpose of this paper is to clarify the effect of the driving force on the probabilistic cha racteristics of the airflow around a simplified urban like array using large eddy simulation. The vertical profiles of skewness and kurtosis as well as probabilistic density functions of velocity compon ents are clearly affected by the driving method above the roughness sublayer. In contrast, they showed similar trends regardless of the driving force in the roughness sublayer, although subtle local differences in the probability density functions are observed.</p>

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  • 中心後回,中心前回の頸部支配領域に対して焦点切除術を行った海綿状血管奇形を伴う難治てんかんの一例

    岡野 将之, 池谷 直樹, 林 貴啓, 藤井 啓太, 高山 裕太郎, 権藤 学司, 立石 健祐, 山本 哲哉

    脳神経外科速報   33 ( 4 )   e22 - e29   2023.7   ISSN:0917-1495

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    症例は58歳女性で、15年前に左顔面がしびれる感覚発作を経験し、10年前から同様の発作が定期的に出現するようになった。近医の画像診断で海綿状血管奇形(CM)を指摘されて、抗てんかん薬による治療が開始され感覚発作は消失した。しかし、7年前から頸部の間代発作を呈するようになり、薬剤抵抗性に発作が持続したため7ヵ月前に当科紹介となり、包括的てんかん精査を経て手術のため入院した。てんかん原性領域はCMの内側で、機能的には発作症候の始まりである頸部の支配領域に位置すると推定してCMおよびその内側の皮質の切除を計画した。電極留置12日後に焦点切除術を施行し、切除外側はヘモジデリン沈着部を残したCMの核出にとどめ、内側ではCM周辺のヘモジデリンの沈着した皮質に切除を加えた。術前に3剤内服していた抗てんかん薬は漸減し、ラモトリギン単剤で術後2年以上発作は抑制されている。

  • Transfer and escape characteristics of outdoor pollutants into an indoor space sheltered by urban-like block arrays using large-eddy simulations

    Fernandez K.B., Ikegaya N., Ito K.

    E3S Web of Conferences   396   2023.6   ISSN:25550403

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    We conducted isothermal large-eddy simulations to generate the velocity and concentration distributions to investigate the air pollution transport from outside to inside of a space surrounded by urban-like block arrays. Contrary to previous study, we assumed that the pollution in the form of scalars are generated outdoors and not indoors which we placed at: 1) middle of window, 2) near window wall, 3) middle of street canyon at ground level, and 4) middle of street canyon at window level. Results showed that regardless of scalar source location, the scalars accumulated inside the indoor space which can be explained by the downdraft effect that are typically found in urban environments. The downdraft effect produced vortices outside and inside the indoor space. For scalars near window, indoor vortex drove the concentration to indoors. On the other hand, outdoor vortex transported the scalars located at street canyon to reach the window where they were eventually transported to indoors also due to indoor vortex. The average normalized indoor concentrations found in this study are 1.25 -1.50, 1.00 -1.75, 0.25 -0.50, and 0.0 -0.25 for scalars C1, C2, C3, and C4, respectively. Our study suggests that for natural ventilation studies of urban environments where air pollution is significant, outdoor effects should also be carefully considered.

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  • Dynamics of AMPA receptors regulate epileptogenesis in patients with epilepsy

    Eiro, T; Miyazaki, T; Hatano, M; Nakajima, W; Arisawa, T; Takada, Y; Kimura, K; Sano, A; Nakano, K; Mihara, T; Takayama, Y; Ikegaya, N; Iwasaki, M; Hishimoto, A; Noda, Y; Miyazaki, T; Uchida, H; Tani, H; Nagai, N; Koizumi, T; Nakajima, S; Mimura, M; Matsuda, N; Kanai, K; Takahashi, K; Ito, H; Hirano, Y; Kimura, Y; Matsumoto, R; Ikeda, A; Takahashi, T

    CELL REPORTS MEDICINE   4 ( 5 )   101020   2023.5   ISSN:2666-3791

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  • Comparing Weibull distribution method and Gram–Charlier series method within the context of estimating low-occurrence strong wind speed of idealized building cases

    Wei Wang, Naoki Ikegaya, Tsubasa Okaze

    Journal of Wind Engineering and Industrial Aerodynamics   236   105401 - 105401   2023.5   ISSN:0167-6105 eISSN:1872-8197

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    Understanding low-occurrence strong wind speed (LOSWS) distributions at the pedestrian level is important. However, the robustness of the statistical methods for estimating LOSWSs under different conditions remains uncertain. In this study, the performances of the Weibull distribution method and Gram–Charlier series (GCS) method were compared. Their accuracies for isolated building and building array cases were analyzed. It was found that the constant peak factor (PF) of the Gaussian distribution showed acceptable accuracy only when the exceedance probability q = 10%. For q = 0.1%, the PF of the three-parameter Weibull distribution (3W) was more accurate than that of GCS-3rd. For fitting probability density functions, GCS-6th exhibited better flexibility than the two-parameter Weibull distribution (2W) and 3W. However, large leading terms leaded to oscillations at several points in GCS-6th. Regarding the estimation accuracy of LOSWSs, the 2W and 3W methods are superior to the GCS methods when the available orders of statistics are equal. Although the GCS methods showed higher accuracy than the 3W method in some regions, the oscillations at specific points in the GCS methods may lead to lower accuracy on average. The present findings can serve as an illuminating reference for further applications of these statistical methods.

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  • Effect of protruding eave on the turbulence structures over two-dimensional semi-open street canyon

    Abdillah Alwi, Mohd Faizal Mohamad, Naoki Ikegaya, Azli Abd Razak

    Building and Environment   228   109921 - 109921   2023.1   ISSN:0360-1323 eISSN:1873-684X

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    The semi-open configuration of canyons is often associated with elevated structures such as eaves, awnings, balconies and arcades. Although numerous researchers have investigated the influence of these structures on canyon ventilation, detail investigations on the flow fields over two-dimensional (2D) semi-open street canyon with protruding eaves at the building level have not been studied adequately. Therefore, in this study, a series of large eddy simulation (LES) was performed to investigate the effect of various eave designs on the modification of flow structure and turbulent characteristics within and above 2D semi-open street canyon. The size of the vortices changes significantly with increasing length of the eaves as well as with the positioning of the eaves on the windward or leeward side or on both building facades, as the detachment and impingement points of the flow change. Spatial distribution of the turbulence statistics depicts a strong dependency on the eave dimension and position. The turbulence intensities and Reynolds stress were systemically reduced as the presence of eaves attenuate the penetration of the above flow into the street canyon. However, spatially-averaged profiles showed a clear dependence of turbulence statistics on the total length of eaves instead of the position of individual eave. The spatio-temporal of the mean wind speed showed an S-shaped profile in all cases instead of the different eave configurations. Furthermore, the occurrence frequency of ejections was dominant within the canyon, while above the building height sweeps was greater.

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  • Numerical Investigation of Flow and Dispersion over Two-Dimensional Semi-Open Street Canyon

    Muhammad Fatih Ibrahim, Mohd Faizal Mohamad, Naoki Ikegaya, Azli Abd Razak

    CFD Letters   15 ( 2 )   53 - 70   2023.1   eISSN:2180-1363

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    A semi-open street canyon is able to protect pedestrians from unpleasant situations such as direct sunlight and rain. However, the protruding elements of the two opposite building facades that form the semi-open configuration can affect the air quality of the urban canopy layer (UCL). Therefore, this paper investigated the influence of the eave structures on the flow and pollutant dispersion over an idealized 2D street canyon with a unity aspect ratio. The length of the eaves was varied into 0.25H and 0.5H (H is the building height) and placed either on the leeward wall, the windward wall, or on both building facades located at the same elevation as the street canyon. Numerical simulations were performed using the steady-state Reynolds-averaged Navier-Stokes (RANS) equations in conjunction with Re-Normalization Group (RNG) k-ε as the turbulence closure model. The pollutant was released from a line source in the center of the bottom of the target canyon with uniform flow rate. Six different eave configurations were simulated in the wind direction perpendicular to the canyon axis, representing the worst condition of canyon ventilation. The evolution of the primary vortex, which occupied the entire canyon with the characteristic of skimming flow, showed less dependence on the length and position of the eave, except for the longest eave on the windward wall. However, the position of the vortex center depicted opposite results. The pollutant concentration is always higher near the leeward wall, but for the eave that protrudes from the windward wall with a length of 0.5H, the pollutant accumulates near the windward region. The ratio of pollutant concentration showed higher concentration in the semi-open configurations compared to the fully open layout as a result of limited penetration of shear flow into the canyon, which leads to deterioration of pollutant removal.

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  • Application of probability density function models into flow fields around various generic block arrays

    Ikegaya Naoki, Sekikawa Takeru, Wang Wei

    Summaries to Technical Papers of Annual Meeting, Japan Association for Wind Engineering   2023 ( 0 )   133   2023

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  • Prediction of the probability density of pedestrian-level wind obtained by outdoor measurement in an urban area

    Seta Koki, Ikegaya Naoki

    Summaries to Technical Papers of Annual Meeting, Japan Association for Wind Engineering   2023 ( 0 )   137   2023

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  • PIV Measurements of Cross-ventilating Flow within a Simplified Two-storied Building

    Hirose Chiyoko, Ali Nor Merlisa, Mohamad Mohd Faizal, Ikegaya Naoki

    Summaries to Technical Papers of Annual Meeting, Japan Association for Wind Engineering   2023 ( 0 )   109   2023

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  • Estimation Of Low-occurrence Strong Wind speed In Actual Urban Area Using RANS-results-based Statistical Methods

    Yang Tingjun, Wang Wei, Ikegaya Naoki

    Summaries to Technical Papers of Annual Meeting, Japan Association for Wind Engineering   2023 ( 0 )   127   2023

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  • Instantaneous formation of scalar concentration and ventilation characteristics of an indoor space surrounded by urban-like block arrays using LES

    Fernandez K.B., Ikegaya N., Ito K.

    Healthy Buildings 2023: Asia and Pacific Rim   2023   ISBN:9781713890850

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    We performed large-eddy simulation (LES) of airflow within an urban building to estimate net escape velocity (NEV) distribution - a velocity scale that describes contaminant transport integrating both convection and diffusion effects, which we superimposed on contaminant concentration distribution. Results showed that at different flow times, contaminant accumulations may appear in local domains of indoor space that were higher than the mean contaminant concentration. These instantaneous accumulations, though happen in short periods, should be infomative in optimized indoor environmental design to avoid cross-contamination.

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  • Report on the 2023 Annual Meeting of JAWE

    IKEGAYA Naoki

    Wind Engineers, JAWE   48 ( 4 )   376 - 377   2023   ISSN:09121935 eISSN:18838413

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    DOI: 10.5359/jawe.48.376

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  • Effect of the Momentum Provision on Gust Wind at Pedestrian Level in Computational Fluid Dynamics

    SANEMITSU Toshiki, IKEGAYA Naoki

    Summaries to Technical Papers of Annual Meeting, Japan Association for Wind Engineering   2023 ( 0 )   131   2023

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    DOI: 10.14887/jaweam.2023.0_131

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  • Modelling probability density functions based on the Gram–Charlier series with higher-order statistics: Theoretical derivation and application

    Wei Wang, Koki Seta, Naoki Ikegaya

    Journal of Wind Engineering and Industrial Aerodynamics   231   105227 - 105227   2022.12   ISSN:0167-6105 eISSN:1872-8197

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    This study focused on the low-occurrence wind events at pedestrian levels. The probability density functions (PDFs) are reliable statistical information. However, instantaneous velocity datasets are required to determine PDFs. In this study, theoretical methods were derived to model PDFs, based on the Gram–Charlier series (GCS methods) and higher-order statistics. The time-series data of the wind velocity components and speed at the pedestrian level around an isolated building from a large-eddy simulation (LES) database were used to validate GCS methods. Results showed that all GCS methods showed enhanced flexibility than the Gaussian distribution for modelling PDFs. For the low-occurrence values, the estimation accuracy of the GCS method gradually increased as the modelling order increased, at most probe points. The GCS-A method was developed to adaptively remove the large-error points based on thresholds of the fifth- and sixth-order moments. For global accuracy, the GCS-4th and GCS-A methods have higher estimation accuracy than other methods. The present model provides a new framework to estimate the low-occurrence wind events at pedestrian levels using only turbulence statistics, yielding to the expansion of the application of LESs for pedestrian-level wind assessments.

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  • Age of air, purging flow rate, and net escape velocity in a cross-ventilation model sheltered by urban-like blocks using LES

    Fernandez, KB; Ikegaya, N; Ito, K; Chen, QY

    BUILDING AND ENVIRONMENT   226   2022.12   ISSN:0360-1323 eISSN:1873-684X

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    Although ventilation effectiveness varies in different sections of indoor spaces owing to imperfect mixing condition, previous studies on cross-ventilation in a model sheltered by urban-like arrays were limited to the computation of boundary-based volume flow rates and air exchange rate. To evaluate the local ventilation efficiency in the cross-ventilation model, we conducted large-eddy simulations (LESs) to generate the velocity and concentration fields of an indoor space surrounded by blocks arranged in a staggered manner to compute local ventilation using the age of air, purging flow rate, and net escape velocity (NEV*). We solved the distributions of seven scalars with corresponding sources positioned at the inlet of the indoor space (flow fluctuation is intermittent), indoor corners (flow stagnation is present), and downwind location, for two window-opening cases: parallel and perpendicular to the flow direction. The results indicated that the location of scalar sources significantly affects the ventilation of the scalar, resulting in different concentration fields, even when the sources are near each other. Additionally, we pioneered the use of NEV* for an unsteady simulation using LES and the decomposition of NEV* into two components: advection (NEVA) and turbulent diffusion (NEVT). The NEVA field appeared to be the velocity field, whereas the NEVT field appeared to be the induced or equivalent velocity field owing to turbulent diffusion. NEVT significantly affected local ventilation and even surpassed the effect of advection in regions with low mean velocities. This study reinforced the use of ventilation indices over boundary-based ventilation rates when analyzing the sheltering effect.

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  • Applications of wide-ranging PIV measurements for various turbulent statistics in artificial atmospheric turbulent flow in a wind tunnel

    N. Ikegaya, H. Kikumoto, K. Sasaki, S. Yamada, M. Matsui

    Building and Environment   225   109590 - 109590   2022.11   ISSN:0360-1323 eISSN:1873-684X

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    Particle image velocimetry (PIV) is currently the only method which can experimentally quantify the spatial distributions of velocity with high sampling frequencies without causing intrusions into the airflow of the measuring devices. To extend the use of PIV systems for determining the distributions of velocity for wind environmental and engineering purposes, this study showed various applications of wide-ranging PIV systems for an artificially created turbulent flow at the wind-tunnel scale. Various turbulent statistics, which are commonly employed for evaluating the wind structures and environments, were compared among three conditions of the measurement areas covered by PIV systems and a hot-wire anemometry (HWA). The largest measurement covering 500 × 500 mm2 can capture the turbulent motions extending to 40% of the entire boundary layer. In addition, the discrepancies on two-length scales could be discussed using spatial and temporal correlation functions owing to the wide-ranging PIV. Moreover, the limitations of the wide-ranging PIV systems were clarified. While the turbulent statistics compared among three PIV conditions and HWA demonstrated adequate agreement, the PIV with the largest measurement area failed to capture the small-scale turbulent structures due to the coarse grid resolutions. Moreover, the measurement resolutions of PIV systems demonstrated sensitivity in determining the spectrum and probability density functions, whereas a wide-ranging PIV system can cover wide-ranging measurement areas.

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  • Computational Fluid Dynamics for Cross-Ventilated Airflow in an Urban Building Reviewed International journal

    C. HIROSE, N. IKEGAYA, A. HAGISHIMA, J. TANIMOTO

    Japan Architectural Review   00 ( 1 )   1 - 9   2022.11   ISSN:2475-8876

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    In this study, the velocity field in a naturally ventilated building within an urban-like array was explored using large-eddy simulations. Reduced-scale building models were used to examine the impacts of the geometric conditions in the surrounding buildings and cross-ventilating windows on the flow statistics and instantaneous velocity fields in the sheltered building. The instantaneous velocity components averaged in the opening area were calculated for each condition of the building arrays and openings. The results indicate that the surrounding urban geometry significantly affects the turbulent opening velocities. Additionally, the three-dimensional instantaneous velocity distributions within the target building clearly demonstrate considerable differences under the different building and opening conditions. Such differences also affect the mean, maximum, and minimum wind speeds within the indoor regions. Moreover, the distributions of the two-point correlation coefficient (defined by the velocities normal to the windows at the center of the windward opening and inside the building) were compared for each condition. The strong correlations near the two openings indicate that the instantaneous velocity generated by the surrounding buildings is an important factor in determining the statistical and instantaneous features of indoor ventilating airflows.

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  • 自己記入式調査票による食塩摂取量推定法の精度の検討

    小田巻 眞理, 永田 総一朗, 佐々木 貴充, 平野 恭子, 池谷 直樹, 篠原 由美子, 山本 龍夫, 安田 日出夫, 大橋 温, 加藤 明彦, 菱田 明

    日本病態栄養学会誌   25 ( 4 )   271 - 281   2022.11   ISSN:1345-8167

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    我々の開発した食塩調査票による摂取量の精度と精度に影響する因子について検討した。方法と結果:腎臓外来通院中の112名について食塩調査票と24時間蓄尿法による一日食塩摂取量推定値を比較した。両者には有意な相関(r=0.43,p<0.0001)を認め、調査票値が蓄尿値を±30%を超える割合は41.1%であった。7日間の実際の摂取状況を記録した1週間調査票の推定値と蓄尿値との相関係数は0.33、±30%を超える割合36.0%であった。71名で行った2回の蓄尿のクレアチニン排泄量、ナトリウム排泄量、ナトリウム/クレアチニン濃度比の相関係数はそれぞれ0.87、0.69、0.52、値の差が±30%を超える割合は12.7%、28.2%、43.7%であった。結論:開発した調査票は食塩摂取量を精度よく推定する。蓄尿による推定値との差を生じさせる要因には、日毎の食塩摂取量のばらつきによる蓄尿側の変動も関与することが示唆された。(著者抄録)

  • Present Situations of Dust Storms in Iran for Seeking Numerical Predictions

    Mahmoudi Leila, Ikegaya Naoki

    Proceedings of International Exchange and Innovation Conference on Engineering & Sciences (IEICES)   8   354 - 359   2022.10   ISSN:24341436 eISSN:24341436

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    Dust storms originate from drylands and bring hazards and dramatic socio-economic impacts. This paper reviews the impacts of this phenomenon on human health, pollution of air, and socio-economic situations by focusing on susceptible areas to dust and sandstorms in Iran. It provides a short review of the dust and sandstorm phenomenon and the process of dust emissions. In addition, it reviews possible sources of dust and sandstorms inside Iran's borders and concludes that it originates from dried bed lakes which are located inside Iran. To consider the countermeasures of the hazardous effects of the dust storms, accurate prediction methods are required to be developed with plausible physical models describing the sand transport phenomenon with the association of mesoscale atmospheric predictions models. Accordingly, case studies employing atmospheric numerical simulation models were discussed. This study highlights the importance of the numerical predictions of dust storms that frequently occur in Iran.

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  • Stochastic and statistical characteristics of artificially generated turbulent flow following karman spectrum in a wind-tunnel experiment

    Muhd Azhar bin Zainol, Naoki Ikegaya, Mohd Faizal Mohamad

    Journal of Wind Engineering and Industrial Aerodynamics   229   105148 - 105148   2022.10   ISSN:0167-6105 eISSN:1872-8197

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    Wind gusts at the pedestrian level around buildings are caused by both effects of turbulent flow generated by surrounding buildings and the turbulent characteristic of the approaching flow. Although numerous researchers have stochastically investigated the contribution of buildings to gusts, the probabilistic characteristics of approaching flow have not been studied adequately. Therefore, the aim of this study was to investigate the statistical quantities such as high-order statistics, extreme wind speeds, and probability density functions (PDFs) of an artificially generated flow according to typical empirical equations. The approaching flow was generated by wind-tunnel experiments. In addition, we propose a PDF based on the Gram–Charlier series (GCS) to describe approaching flow. The determination of high-order statistics showed that these can be used as indices to validate whether the GCS can be applied to the PDFs of the approaching flow. Moreover, the current approaching flow was described effectively by the PDFs based on the GCS by considering the mean, standard deviation, skewness, and kurtosis. Furthermore, the mean, skewness, and kurtosis were correlated strongly with the percentile velocity components. This study demonstrates the importance of considering stochastic information of approaching flow when characterizing urban wind environments.

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  • Stochastic nature of occupants' behavior toward air-conditioning operation in residential buildings

    Ryosuke Fukami, Aya Hagishima, Jun Tanimoto, Naoki Ikegaya

    Japan Architectural Review   5 ( 4 )   649 - 660   2022.10   ISSN:2475-8876 eISSN:2475-8876

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    Occupants' behaviors (OBs) toward air conditioning (AC) usage in residential buildings have a strong influence on diverse time patterns of load profiles; thus, various stochastic OB modeling has been proposed. However, the validity of such models has not been fully assessed with metered data, particularly for modeling AC switching-off actions. In this study, the AC operation behavior of 20 dwellings in Japan was observed during the summer. The occurrence of AC-use events identified from the measured data was analyzed in relation to the time slot of an event, thermal conditions, and frequency of AC usage in each dwelling. The results exhibited a difference between switch-on and switch-off actions; the former is primarily dominated by indoor temperature because of thermal adaptation behavior, while the latter is more habitual. Based on this analysis, this study proposed a revised algorithm to synthesize AC operation schedules, which expresses the switch-off action as the probability of the duration of an AC-use event rather than a state transition probability function. The proposed algorithm can be incorporated into dynamic building energy simulations. The validity of the revised algorithm was also demonstrated through comparison with the measured data.

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  • Distributions of gust and peak factors at a pedestrian level in a simplified urban canopy obtained by particle image velocimetry Reviewed International journal

    C. Hirose, T. Nomichi, N. Ikegaya

    Building and Environment   222   2022.8   ISSN:0360-1323 eISSN:1873-684X

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    The complex velocity fields within an urban canopy affect the occurrence of rare weak and strong wind-speed phenomena at the pedestrian level. Although particle image velocimetry (PIV) is widely used to determine velocity components, it has not been applied to pedestrian spaces for rare wind events, owing to the surrounding buildings. Therefore, in this study, two velocity components within a simplified urban canopy layer were measured using time-resolved PIV by inserting a laser optics system into a focal block. We determined the turbulent statistics, probability densities, gust factor (GF), and peak factor (PF) at the pedestrian level within the canopy layer. The probability density functions of the velocity components at positions with a lower mean wind speed tend to be negatively skewed, whereas those at positions with a higher mean wind speed tend to become closer to the Gaussian distribution. The GF values are small in the regions where a larger velocity is observed. However, the PF shows less distribution than the GF, regardless of the measurement position. Owing to the importance of strong gusts, the PF could be a more useful index for evaluating strong winds speed within the urban canopy layer.

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  • Rigorous mathematical formulation of net escape velocity and net escape probability determining a macroscopic concentration

    Ikegaya, N; Ito, K; Sandberg, M

    INDOOR AIR   32 ( 7 )   e13072   2022.7   ISSN:0905-6947 eISSN:1600-0668

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    Net escape velocity (NEV) and net escape probability (NEP) are concepts that describe that scalar quantity discharged from a source in an indoor air environment is expressed by the unique velocity scales of the returning and escaping populations. Despite the conceptual description and applications of several numerical simulations, the definitions were not precisely explained using a mathematical formula. Here, we derive rigorous mathematical formulations of the NEV and NEP. These formulations provide us with the physical interpretation of NEV, clarify the sufficient condition of perfect escape, and lead to a further formulation of the transfer probability of the scalar. To justify and apply the derived relationships, two simple problems were numerically solved: One was a diffusion equation, and the other was an advection–diffusion equation. The results of the diffusion problem clearly demonstrate that only the outgoing scalar flux exists on the surface of the control volume, covering the source at any location. In contrast, the advection–diffusion problem reveals that there is a returning population of the scalar in most locations, despite both diffusion and turbulent parts working to remove the scalar. This rigorous formulation contributes to apply NEV as an appropriate air quality index with the clear physical interpretation to determine the local scalar concentration.

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  • Impact of COVID-19 pandemic on epilepsy care in Japan: A national-level multicenter retrospective cohort study.

    Kuroda N, Kubota T, Horinouchi T, Ikegaya N, Kitazawa Y, Kodama S, Kuramochi I, Matsubara T, Nagino N, Neshige S, Soga T, Takayama Y, Sone D, IMPACT-J EPILEPSY (In-depth Multicenter analysis during Pandemic of Covid19 Throughout Japan for Epilepsy practice) study group, Kanemoto K, Ikeda A, Terada K, Goji H, Ohara S, Hagiwara K, Kamada T, Iida K, Ishikawa N, Shiraishi H, Iwata O, Sugano H, Iimura Y, Higashi T, Hosoyama H, Hanaya R, Shimotake A, Kikuchi T, Yoshida T, Shigeto H, Yokoyama J, Mukaino T, Kato M, Sekimoto M, Mizobuchi M, Aburakawa Y, Iwasaki M, Nakagawa E, Iwata T, Tokumoto K, Nishida T, Takahashi Y, Kikuchi K, Matsuura R, Hamano SI, Fujimoto A, Enoki H, Tomoto K, Watanabe M, Takubo Y, Fukuchi T, Nakamoto H, Kubota Y, Kunii N, Shirota Y, Ishikawa E, Nakasato N, Maehara T, Inaji M, Takagi S, Enokizono T, Masuda Y, Hayashi T

    Epilepsia open   7 ( 3 )   431 - 41   2022.5

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  • EFFECT OF MOMENTUM PROVISION IN COMPUTATIONAL FLUID DYNAMICS ON TURBULENT STATISTICS IN URBAN BOUNDARY LAYER Reviewed

    SANEMITSU Toshiki, IKEGAYA Naoki, HIROSE Chiyoko, TANIMOTO Jun, HAGISHIMA Aya

    Journal of Environmental Engineering (Transactions of AIJ)   第87巻 ( 第792号 )   145 - 156   2022.2   ISSN:13480685 eISSN:1881817X

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    EFFECT OF MOMENTUM PROVISION IN COMPUTATIONAL FLUID DYNAMICS ON TURBULENT STATISTICS IN URBAN BOUNDARY LAYER
    To reproduce homogeneous flow fields above urban-like turbulent boundary layers in computational fluid dynamics (CFD), numerous CFDs with a limited numerical domain employ periodic boundary conditions in both lateral directions with artificial momentum provision to maintain airflows. Although such artificial momentum sources are clearly different from the momentum provision in windtunnel experiments, the effects of these numerical conditions on the airflow in the boundary layer are not well studied. In this paper, therefore, we investigate how the momentum provision differentiates the vertical Reynolds stress and turbulent kinetic energy profiles using large-eddy simulations of airflows over cubical block arrays.

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  • Momentum-Flux Determination for Boundary Layers with Sufficient Fetch Based on Integral Equations

    Ikegaya, N

    BOUNDARY-LAYER METEOROLOGY   182 ( 2 )   225 - 250   2022.2   ISSN:0006-8314 eISSN:1573-1472

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    Integral equations for the vertical velocity component and momentum flux within boundary layers with sufficient fetch under neutral stratifications are derived by extending von Kármán’s integral equation. To simplify the equations, a self-similar profile for the streamwise velocity component and a zero-pressure gradient are assumed. The integral equations enable the following calculations. The vertical velocity component and momentum flux are calculated by the integral of the streamwise change in the streamwise velocity component. The vertical velocity component at the boundary-layer top is determined by the drag coefficient and shape factor. The advective flux at the boundary-layer top is of the same order as the turbulent momentum flux near the surface. Accordingly, the derived integral equations are applied to various types of boundary layers with sufficient fetch. For laminar boundary layers, profiles determined by the equations perfectly agree with the profiles determined by the analytical Blasius solution. For turbulent boundary layers, the comparison of the momentum flux between the proposed equations and experimental data verifies that the equations predict the turbulent momentum flux very well. Finally, we employ a power-law approximation for determining both the velocities and the momentum flux. As the streamwise velocity component can be approximated by the power law for both smooth and rough surfaces, the resulting turbulent flux agrees well with that obtained in experiments and numerical simulations.

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  • Wind-tunnel estimation of mean and turbulent wind speeds within canopy layer for urban campus

    Yin Mun H'ng, Naoki Ikegaya, Sheikh Ahmad Zaki, Aya Hagishima, Ahmad Faiz Mohammad

    Urban Climate   41   2022.1   ISSN:2212-0955

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    The aim of this study was to clarify the effects of high-rise buildings on the mean and turbulent wind speeds within the canopy layer of an urban university campus in Malaysia. We investigated the characteristics of both mean and exceeding wind speeds by deriving probability density functions of wind speed at a selected canopy height. First, mean wind speeds were compared with those predicted by several existing models as a function of building morphological parameters. Although all empirical models predicted wind speed decreases with an increase in building density, the predicted values and our experimental data did not agree. These results imply that existing prediction models exhibit limitations in specific urban morphologies. Second, the derived probability density functions approached the normal distribution when mean wind speeds increased. In addition, peak factors of wind speeds within the canopy layer approached the values determined by the normal distribution when the mean wind speed ratios were larger than 0.5. These results indicated that strong wind speeds can be predicted by the peak factor of the normal distribution regardless of the location or wind direction using the provided mean wind speed and standard deviations of the mean when wind ratios are larger than 0.5.

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  • COMPUTATIONAL FLUID DYNAMICS FOR CROSS-VENTILATED AIRFLOW IN AN URBAN BUILDING Reviewed

    HIROSE Chiyoko, IKEGAYA Naoki, HAGISHIMA Aya, TANIMOTO Jun

    Journal of Environmental Engineering (Transactions of AIJ)   第87巻 ( 第791号 )   19 - 28   2022.1   ISSN:13480685 eISSN:1881817X

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:Architectural Institute of Japan  

    COMPUTATIONAL FLUID DYNAMICS for CROSS-VENTILATED AIRFLOW in AN URBAN BUILDING
    The velocity field in a naturally ventilated building within urban-like arrays was explored by means of large-eddy simulations. The reduced-scale building models were utilized to examine the impact of the geometric conditions in surrounding buildings and cross-ventilating windows on flow statistics as well as instantaneous velocity fields in a sheltered building. The obtained results indicated how the incoming flow was propagated in the target building. Although simplified conditions were employed, the present findings of the features of cross-ventilation are valuable to consider the effect of outdoor turbulent flow to indoor wind environment.

    DOI: 10.3130/aije.87.19

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  • PIV MEASUREMENTS OF TWO VELOCITY COMPONENTS AT PEDESTRIAN LEVELS IN SIMPLIFIED URBAN CANOPY

    HIROSE Chyioko, NOMICHI Takeshi, IKEGAYA Naoki

    National Symposium on Wind Engineering Proceedings   27 ( 0 )   19 - 25   2022   ISSN:24354392 eISSN:24355437

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    Language:Japanese   Publisher:Japan Association for Wind Engineering  

    The rare weak and strong wind-speed phenomena at the pedestrian level are mostly unpredictable because of the complex velocity fields within an urban canopy. In this study, therefore, two velocity components within a simplified urban canopy layer were measured using time-resolved particle image velocimetry (PIV) to scrutinize the instantaneous and statistical characteristics of pedestrian-level winds (PLWs). The new laser-camera system
    realized by inserting a laser optics system into a focal block could successfully capture the flow fields within an urban-like array, which enabled us to understand the aerodynamic effects of simplified block arrays on the PLWs.

    DOI: 10.14887/natsympwindengproc.27.0_19

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  • 第54回日本てんかん学会学術集会におけるゲーミフィケーションの実地運用(Practical use of gamification at the 54th Japan Epilepsy Society annual meeting)

    Kitazawa Yu, Ikegaya Naoki, Kuroda Naoto, Terada Kiyohito

    Epilepsy & Seizure   14 ( 1 )   1 - 9   2022

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    第54回日本てんかん学会学術集会においてInternational League against EpilepsyのYoung Epilepsy Sectionの日本支部の会員を対象に、「効率的な脳波(EEG)教育」のテーマでウェビナー(ウェブセミナー)セッションを開催した。ウェビナーは教育用ゲームプラットフォームKahootによるリアルタイムの質問、教育講演およびディスカッションで構成された。質問は、1)参加者のバックグラウンド、2)EEG学習経験および、3)ウェビナーへのフィードバックの三つのパートで構成された。質問の各パートの参加者数の平均は32.3名で、23名が全パートに参加した。Kahootが意見の共有に役立ったかという質問には、23名中17名(74%)が「大いに」、4名(17%)が「少し」と回答した。セッションが有意義であったかという質問には、12名(52%)が「大いに」、7名(30%)が「少し」と回答した。ウェビナーでのKahootの利用は好意的に受け入れられたと考えられた。

  • PREDICTING PROBABILITY DENSITY OF PEDESTRIAN-LEVEL WIND VELOCITY COMPONENTS FOR A SIMPLIFIED BLOCK ARRAY

    SETA Koki, IKEGAYA Naoki

    Wind Engineering Research   27 ( 0 )   9 - 18   2022   ISSN:24354384 eISSN:24355429

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    Probability density distributions of each velocity component at pedestrian levels are required to predict extremely rare and strong wind events. Therefore, in this study, the PDFs were compared between the Gaussian and modified Gaussian distributions with the third-order and fourth-order statistics, as known as the Gram-Charlier Series (GCS), for the velocity components around a simplified urban array determined by a large-eddy simulation. The GCS with the third-order and fourth-order moments could predict the PDFs and percentile values of each velocity component more accurately than those determined by the Gaussian distributions. In addition, the comparison shows that it can be judged whether the PDFs are represented by the Gaussian distributions or not by confirming the third and fourth order statistics.

    DOI: 10.14887/windengresearch.27.0_9

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  • ESTIMATION OF LOW-OCCURRENCE WIND SPEED AT THE PEDESTRIAN LEVEL AROUND AN ISOLATED BUILDING:

    WANG Wei, KAWAMINAMI Taishi, SETA Koki, IKEGAYA Naoki, OKAZE Tsubasa

    Wind Engineering Research   27 ( 0 )   28 - 37   2022   ISSN:24354384 eISSN:24355429

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    This study compared the accuracies of the Weibull distribution method (two-parameter Weibull and three-parameter Weibull methods, i.e., 2W and 3W methods) and Gram.Charlier series (GCS) method for estimating the low-occurrence wind speed at the pedestrian level around an isolated building. The wind speed data analyzed in this study is taken from an LES database. For the advantage of the models to predict the probability density function (PDF) of the wind speed data, the 2W, 3W and GCS methods more accurately modelled the unimodal distribution than the bimodal distribution. In addition, the highest-order GCS method in this study (i.e., GCS-6th method) exhibited better flexibility in modelling PDFs than the 2W and 3W. For estimating the low-occurrence wind speed, the 2W, 3W and i-th-order GCS methods require the mean and standard deviation, these two statistics plus the skewness, and the first-order to i-th-order statistics, respectively. For the estimation accuracy, the 2W method is better than the second-order GCS method and the 3W method is better than the third-order GCS method although the GCS-6th method is regarded as the most accuracy method in this study owing to incorporating the higher-order statistics.

    DOI: 10.14887/windengresearch.27.0_28

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  • CONSIDERATION OF THE PROBABILITY DENSITY OF ARTIFICIALLY GENERATED APPROACHING FLOW USING WIND TUNNEL

    IKEGAYA Naoki, WANG Wei, Muhd Azhar bin Zainol, Mohd Faizal Mohamad

    National Symposium on Wind Engineering Proceedings   27 ( 0 )   61 - 68   2022   ISSN:24354392 eISSN:24355437

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    Turbulent characteristics of the pedestrian-level winds around buildings are determined by both aerodynamic effects due to surrounding buildings and the innate turbulent characteristic of the approaching flow. Although previous research has stochastically investigated the probability density function of the pedestrian-level winds altered by the surrounding buildings, those of an approaching flow have not been studied adequately. Therefore, this study aims at investigating the relationship between high-order statistics and probability density functions of a typical approaching flow following the power-law and Karman-type power spectrum density. First, we discussed the theoretical relationship between the statistics and the probability density functions for Gaussian and modified Gaussian distributions. It showed that the high order statistics can be indices to consider an appropriate model for describing the probability density function of the approaching flow. Second, we demonstrated that the modified Gaussian distribution can well describe the probability of the approaching flow. This study contributes to the framework for illustrating and considering stochastic information of approaching flow while addressing wind environments based on stochastic analyses.

    DOI: 10.14887/natsympwindengproc.27.0_61

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  • 日本でのCOVID-19パンデミックにおける脳波技術者の精神的苦痛を推測するための全国断面調査の事後解析(Post-hoc analysis of a cross-sectional nationwide survey assessing psychological distress in electroencephalography technicians during the COVID-19 pandemic in Japan: Qualitative and quantitative text analysis of open-ended response data)

    Kuroda Naoto, Iwayama Takayuki, Kubota Takafumi, Horinouchi Toru, Ikegaya Naoki, Kitazawa Yu, Kodama Satoshi, Matsubara Teppei, Nagino Naoto, Neshige Shuichiro, Soga Temma, Sone Daichi, Takayama Yutaro, Kuramochi Izumi, IMPACT-J EPILEPSY(In-depth Multicenter analysis during Pandemic of Covid19 Throughout Japan for Epilepsy practice) study group

    Epilepsy & Seizure   14 ( 1 )   58 - 70   2022

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    Language:English   Publisher:(一社)日本てんかん学会  

    COVID-19パンデミックにおける脳波技術者のストレス要因を見出し、異なる群での精神的苦痛の要因が異なるか検討した。2021年3~4月に臨床神経生理学技術者に質問票調査を行い、ストレス要因を男女別と、給与/ボーナスが変化(低下、変化なし、上昇)した群間で比較した。COVID-19パンデミックにおけるストレス要因の質問への128名の自由回答を分析した。「感染」と「防御」の語は男性に特徴的で、「患者」、「不安」、「試験」の語は女性に特徴的であった。給与/ボーナスの異なる群では、「試験」の語が低下群で、「感染」の語が変化なし群と上昇群で、「防御」が上昇群で特徴的であった。「感染」と「試験」の語の関連性は3群で異なっていた。

  • Consideration of artificial compressibility for explicit computational fluid dynamics simulation Reviewed International journal

    K. Nagata, N. Ikegaya, J. Tanimoto

    Journal of Computational Physics   443   2021.10

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    In this paper, we discuss the theoretical interpretation of the artificial compressibility method (ACM) to propose a new explicit method for the unsteady numerical simulation of fluid flow. The proposed method employs the compressible continuity and Navier–Stokes equations, which facilitates the replacement of pressure as one of the major variables with density, theoretically backed by virtual particle concept. This new concept justifies the theoretical treatment assuming the speed of sound in ACM as a model parameter determined by the grid system. More importantly, the present method realizes, in a fully explicit manner, the solving of a set of equations, which prevents the solving of the Poisson equation of pressure. The new method was validated and proven by comparing the results of two-dimensional cavity flow between the proposed method, conventional incompressible method, and the Lattice–Boltzmann method with varying Reynolds numbers (100, 1000, and 10000). The results of the proposed method agree well with conventional and reference data for both steady-state and unsteady-state conditions, although slight numerical oscillations were observed for the proposed method at a Reynolds number of 10000. Thus, the numerical validation assures that the proposed method is an explicit method based on a solid theoretical ground to be a new efficient simulation framework.

    DOI: 10.1016/j.jcp.2021.110524

    Repository Public URL: http://hdl.handle.net/2324/4751322

  • Indoor airflow and thermal comfort in a cross-ventilated building within an urban-like block array using large-eddy simulations

    C. Hirose, N. Ikegaya, A. Hagishima, J. Tanimoto

    Building and Environment   196   2021.6

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    This study characterizes the indoor airflow and occupants’ thermal sensations in a cross-ventilated building model sheltered by generic cube arrays based on large-eddy simulations (LESs). Four ventilation models, which comprise different cross-ventilating openings, streamwise (STR) and lateral (LAT) windows, and block arrangements, lattice-type square (SQ) and staggered (ST) patterns, were examined to understand the following geometry-oriented features: i) the temporal and spatial deviations of wind speed at openings and inside the ventilation models, ii) effects of time and space resolutions for the velocity data on the estimation accuracy of the ventilation rate, and iii) predicted mean vote (PMV) and predicted percentage of dissatisfied (PPD) indices calculated with elaborately simulated velocity data. The difference in distribution of fluctuating normal velocity at openings was more significant when varying the conditions of the opening locations than that observed when varying the building arrangements. Therefore, the ventilation rates in the STR conditions were reasonably estimated using only the time-averaged flow rate at the center position of the windward opening; meanwhile, when the contributions of reverse flow were ignored at the openings, the ventilation rates in the LAT conditions were drastically underestimated using highly resolved velocity data at openings. Based on the thermal comfort assessment at an air temperature of 26°C, the discrepancies of area-averaged PMV values between STR and LAT cases were within 0.7 and 0.9 at the lower and middle heights of naturally ventilated buildings, resulting in a 5% difference in the PPD values.

    DOI: 10.1016/j.buildenv.2021.107811

  • Large-eddy simulation of flow around an isolated building: A step-by-step analysis of influencing factors on turbulent statistics

    Tsubasa Okaze, Hideki Kikumoto, Hiroki Ono, Masashi Imano, Naoki Ikegaya, Takamasa Hasama, Keisuke Nakao, Takeshi Kishida, Yuichi Tabata, Keigo Nakajima, Ryuichiro Yoshie, Yoshihide Tominaga

    Building and Environment   202   108021 - 108021   2021.6

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    We designed and exclusively performed a wind tunnel experiment to obtain high-quality and high-resolution measurement results for three components of mean and fluctuating velocities around a 1: 1: 2 isolated building to establish a benchmark case for large-eddy simulation (LES) as a part of the activities of the Architectural Institute of Japan. Subsequently, we conducted LES to investigate the effect of computational grid arrangement on turbulent statistics by changing three grid arrangements. Finally, we performed a comparison by changing spatial discretization schemes, sub-grid scale (SGS) turbulence models, and convergence criteria. A grid in which the width of a building was discretized into 20 grids yielded sufficient resolution to reproduce the mean flow and second-order turbulent statistics. Under this appropriate grid arrangement, in the condition that the blending ratio of the first-order upwind interpolation scheme with the second-order linear interpolation scheme from 5 to 10%, the appropriate second-order statistics of wind velocity around the isolated building was obtained and numerical oscillation was effectively removed. Then, with this grid, any SGS model yielded appropriate results. In addition, the convergence criteria had little effects on the LES results if stable solution was obtained. Because the convergence criteria greatly affect the total calculation cost, weaker appropriate criteria should be set.

    DOI: 10.1016/j.buildenv.2021.108021

  • Turbulence effect of urban-canopy flow on indoor velocity fields under sheltered and cross-ventilation conditions

    Ahmad Faiz Mohammad, Naoki Ikegaya, Ryo Hikizu, Sheikh Ahmad Zaki

    Sustainability (Switzerland)   13 ( 2 )   1 - 11   2021.1

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    © 2021 by the authors. Licensee MDPI, Basel, Switzerland. Understanding the characteristics of natural, wind-induced ventilation of buildings is essential for accurate predictions of ventilation flow rates; however, indoor ventilation is significantly influenced by surrounding buildings. Therefore, a series of wind-tunnel experiments were performed to clarify the relationship between outdoor and indoor air flows around and within a target cube model with several openings. Two surrounding building arrangements, namely square (SQ) and staggered (ST), were placed under the condition of a building coverage ratio of 25%. The results indicated that the wind speed near the windward openings on the streamwise faces showed 0.3 to the reference wind speed, whereas those on the lateral faces were less than 0.1; these numbers indicate that the opening positions significantly affect the mean indoor wind speed. Furthermore, the temporal fluctuations of velocities near the opening demonstrated that the introduction of the flow is significantly affected by turbulent flow due to the surrounding buildings. In addition, correlation between the outdoor and indoor air flows was observed. The highest correlations were obtained for both opening conditions with a certain temporal delay. This result indicates that indoor air flows become turbulent because of the turbulent flows generated by the surrounding outdoor buildings; however, slight temporal delays could occur between indoor and outdoor air flows. Although the present study focuses on the fundamental turbulent characteristics of indoor and outdoor air flows, such findings are essential for accurately predicting the ventilation flow rate due to turbulent air flows for sheltered buildings.

    DOI: 10.3390/su13020586

  • Numerical simulation for cross-ventilation flow of generic block sheltered by urban-like block array

    Y. Adachi, N. Ikegaya, H. Satonaka, A. Hagishima

    Building and Environment   185   2020.11

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    © 2020 Elsevier Ltd This study reports the results of large eddy simulations with the standard Smagorinsky model of the velocity fields within a cross-ventilation model sheltered by block arrays. A very fine resolution of 1/100 of the building height was adopted. The objectives are to understand the sheltering effect of the surrounding building array and quantify the ventilation rate in the cross-ventilation model. Two types of block arrays and opening positions were simulated. Comparisons of the numerical and experimental results justify that the present simulations reproduced the characteristics of the mean as well as turbulent flows introduced in the ventilation model. In addition, the simultaneous observations of the outdoor and indoor velocities enabled us to conclude that the change in the outdoor flow patterns caused a dramatic change in the indoor velocity distributions, although the opening position was identical in all such cases. Using these detailed flow fields, we compared three types of ventilation rates: the net, gross, and instantaneous ventilation rates. Moreover, we estimated the instantaneous ventilation rate using a random variable following the Gaussian distribution. The ventilation due to the turbulent inflow was crucial in the model with its opening on the lateral side of the block, whereas the mean flow primarily determined the ventilation rate for the block with its opening on the streamwise walls. In both cases, the estimation model could predict the instantaneous ventilation rate well with a maximum overestimation of only 3%. This means that the model was justified for all the present array and opening conditions.

    DOI: 10.1016/j.buildenv.2020.107174

  • Experimental study on the interaction between turbulent boundary layer and wake behind various types of two-dimensional cylinders

    N. Ikegaya, S. Morishige, Y. Matsukura, N. Onishi, A. Hagishima

    Journal of Wind Engineering and Industrial Aerodynamics   204   2020.9

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    © 2020 Elsevier Ltd The interaction between the turbulent boundary layer and wake behind various types of two-dimensional cylinders is examined based on the velocity measurements by hot-wire anemometry and particle image velocimetry. Three types of cylinders, such as circular, square, and 1:5 rectangular cylinders, of two different diameters of 5 ​mm and 10 ​mm were employed in this study. The streamwise velocity distributions of the wake flow showed that its width is sustained in the streamwise direction within the boundary layer because of its interaction with the turbulent boundary layer flow. Interestingly, this phenomenon was observed regardless of the cylinder shapes. The momentum exchange in both spanwise and vertical directions showed that the advective momentum flux considerably contributes to momentum budget in the wake flow owing to the weak vertical flow formed within the boundary layer. Consequently, the spanwise width of the wake does not expand in the streamwise direction due to the alternation of the momentum budget. The results of this study can contribute to clarifying the effect of interaction between the wake and the turbulent boundary layer, as well as explain the sustaining mechanics of the low speed streaks formed within the turbulent boundary layer, even for different origins of the low-speed regions.

    DOI: 10.1016/j.jweia.2020.104250

  • Numerical simulation of the effects of secondary roughness in the form of extension to arrays of terraced houses on pedestrian wind

    Sheikh Ahmad Zaki Shaikh Salim, Mohamad Nor Hafidz Arif Razali, Naoki Ikegaya, Ahmad Faiz Mohammad, Mohamed Sukri Mat Ali

    Science and Technology for the Built Environment   26 ( 7 )   928 - 940   2020.8

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    © 2020, © 2020 ASHRAE. The present study used large eddy simulations (LES) to examine the pedestrian wind velocity distribution for several cases of terraced houses with extensions. Two simulation cases of idealized terraced houses were performed with extension elements in square (E-SQ) and staggered (E-ST) arrangements. These extension elements were treated as secondary roughness. A simulation of the terraced houses without extension (NE) was also performed to provide a baseline comparison. The mean velocity distribution from LES showed that the secondary roughness strictly limited the flow penetration in both cases, which reduced the turbulent kinetic energy (TKE) inside the canyon. In comparison, E-ST had a stronger effect on TKE than E-SQ with a maximum difference of 19%. Downwind extension elements severely reduced the wind speed at the street and neighbors’ houses by about 40% to 50%. However, upwind extension elements increased the wind speed at neighbors’ houses about threefold compared to NE. The weak pedestrian wind speed at upwind houses was improved about twelve times with E-SQ and eight times with E-ST when neighbors extended their houses. This indicates that the secondary roughness significantly influences the wind distribution around buildings. Selecting the extension area is important for providing effective outdoor flow conditions.

    DOI: 10.1080/23744731.2020.1735860

  • Evaluation of exceeding wind speed at a pedestrian level around a 1:1:2 isolated block model

    N. Ikegaya, T. Kawaminami, T. Okaze, A. Hagishima

    Journal of Wind Engineering and Industrial Aerodynamics   201   2020.6

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    © 2020 Elsevier Ltd We analyzed the datasets of the flow fields at a pedestrian level around a 1:1:2 isolated block model obtained by a large eddy simulation. The purpose was to understand the effect of the block on the probability density distributions of each velocity component and wind speed, and to propose a reasonable model to predict the percentile values of wind speed (exceeding wind speeds) for the pedestrian level. The probability density distributions were skewed, especially near the block side, whereas other vicinities of the front and wake of the block did not cause significant change in the distributions. Consequently, the probability density distributions were standardized using mean and standard deviations to compare with the normal distribution. Clearly, rare wind events had an occurrence frequency of less than 10%, which shows large discrepancies from the normal distribution. Accordingly, the exceeding wind speeds for each velocity component and magnitude were determined. The exceeding wind speeds of each velocity component were poorly estimated by the mean wind speed. Nonetheless, better prediction of the exceeding wind speed of each velocity component is possible by using the peak factor. By contrast, the exceeding wind speed of the velocity magnitude is clearly proportional to the mean wind speed.

    DOI: 10.1016/j.jweia.2020.104193

  • Outdoor measurements of relationship between canopy flow and wall pressure distributions of a block within urban-like block array

    C. Hirose, N. Ikegaya, A. Hagishima

    Building and Environment   176   2020.6

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    © 2020 Elsevier Ltd Research on indoor ventilation is mainly conducted utilizing wind-tunnel experiments and computational fluid dynamics simulations under controlled flow conditions. However, with these techniques, the effects of the actual urban boundary-layer flow with variable wind directions and turbulence on the ventilation performance of a building surrounded by various buildings remain unresolved. Therefore, we conducted outdoor experiments at the Comprehensive Outdoor Scale Model experiment site to evaluate the mutual relationships between wall pressure of a building within a square array, in which cubical blocks are aligned in same spanwise position in a row, and atmospheric urban boundary-layer flow. The dataset consisting of the simultaneous measurements of the wall pressure acting on a target block and the air flow around it was analyzed statistically. The results demonstrate that the distributions of wind pressure coefficient significantly change with the approaching wind direction, while similar cavity flow patterns such as the downward flow at windward wall and the upward flow at leeward wall are observed regardless of the wind direction. Additionally, the pressure coefficient is more sensitive to the approaching wind direction at the side-edge than at the center of the block surface. Moreover, the temporal and spatial distributions of wall pressure are highly correlated with the fluctuating flow above the canopy rather than the turbulence generated within the canopy.

    DOI: 10.1016/j.buildenv.2020.106881

  • Benchmark test of flow field around a 1:1:2 shaped building model using les: Influences of various calculation conditions on simulation result

    Tsubasa Okaze, Hideki Kikumoto, Hiroki Ono, Masashi Imano, Naoki Ikegaya, Takamasa Hasama, Keisuke Nakao, Takeshi Kishida, Yuichi Tabata, Keigo Nakajima, Ryuichiro Yoshie, Yoshihide Tominaga

    AIJ Journal of Technology and Design   26 ( 62 )   179 - 184   2020.2

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    © 2020 Architectural Institute of Japan. All rights reserved. Appropriate large-eddy simulation (LES) guidelines for pedestrian wind environments are being established by the working group of the Architectural Institute of Japan. We conducted LESs for a flow field around an isolated building to clarify the influence of computational conditions on turbulent statistics. We performed a cross-comparison study by examining both experimental and LES results for various computational conditions such as grid arrangements, subgrid scale models, spatial derivation schemes for convection term, and convergence criterion for a coupling algorithm of flow and pressure fields. Results can be used to provide LES guidelines for predicting the pedestrian wind environment.

    DOI: 10.3130/aijt.26.179

  • Effect of the numerical viscosity on reproduction of mean and turbulent flow fields in the case of a 1:1:2 single block model

    N. Ikegaya, T. Okaze, H. Kikumoto, M. Imano, H. Ono, Y. Tominaga

    Journal of Wind Engineering and Industrial Aerodynamics   191   279 - 296   2019.8

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    © 2019 Elsevier Ltd Large-eddy simulations were performed for the velocity fields around a 1:1:2 single block model to clarify the effect of the numerical viscosity in different advection schemes. Six types of advection schemes with different numerical viscosities were employed: second-order central, first-order upwind, and blending schemes with ratios of 95:5, 90:10, 80:20, and 60:40. The central scheme alone or the blending schemes predicted values of the mean and turbulent kinetic energy that were comparable with those of the experiments, whereas the upwind scheme significantly underestimated the experimental values. In addition to the comparison with the experimental data, the turbulent flow fields among the schemes were compared by deriving the probability and power spectral densities. Blending of the upwind scheme indeed reduced the turbulence energy contribution at high frequency. However, such a reduction in energy became influential to the reproduction of the turbulent flows only when damping of the peak spectral energy occurred. The reduction of the statistical values became ∼10% when blending the upwind scheme by 20%. In contrast, a strong or weak velocity, evaluated by the percentile velocities, was more sensitive to the selection of the advection scheme than the mean velocities.

    DOI: 10.1016/j.jweia.2019.06.013

  • Outdoor measurement of wall pressure on cubical scale model affected by atmospheric turbulent flow

    C. Hirose, N. Ikegaya, A. Hagishima, J. Tanimoto

    Building and Environment   160   2019.8

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    © 2019 Elsevier Ltd Most studies on indoor ventilation have utilized wind-tunnel experiments (WTEs) or computational fluid dynamics based approaches under well-controlled flow conditions. However, the effects of urban boundary layer flow with variable wind directions and various turbulence scales on the ventilation driven by the pressure differences between the upwind and downwind sides of a building within a block array is still under discussion. Therefore, we conducted outdoor experiments at comprehensive outdoor scale model (COSMO) experiment sites in an urban climate to clarify the relationships between the building wall pressure differences and the approaching flow. The pressure coefficients for the outdoor site were comparable with those obtained during previous WTEs. Accordingly, temporal variations in the wind speed and pressure coefficient on the target block were investigated in detail using low-pass filtering operations. The relationships between the filtered wind speed and the pressure differences indicate that the slower temporal variations in the wall pressure showed good agreement with the filtered approaching flow. In addition, the correlation coefficient between the filtered wind speed and the wall pressure differences quantified the apparent coherence between the turbulent flow and the ventilation rate. Furthermore, the statistics of the ventilation rate were determined based on the conventional model to clarify the effects of the turbulent flow on the natural ventilation rate. The ratios between the mean and short-term ventilation rates imply that the short-term ventilation rate presented dramatic temporal fluctuations owing to the various scale turbulence generated by the atmospheric flow.

    DOI: 10.1016/j.buildenv.2019.106170

  • Time-resolved particle image velocimetry for cross-ventilation flow of generic block sheltered by urban-like block arrays

    N. Ikegaya, S. Hasegawa, A. Hagishima

    Building and Environment   147   132 - 145   2019.1

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    © 2018 Elsevier Ltd In this work, time-resolved particle image velocimetry is used for indoor velocity determination of cross-ventilation flow sheltered by urban-like arrays, to elucidate the instantaneous and statistical characteristics of the velocity fields. Combinations of two opening positions relative to the main stream flow and two surrounding array types are considered, yielding four cross-ventilation flow cases for comparison. For the streamwise window condition, the instantaneous velocity distributions differ significantly according to the outdoor block arrangement. Intermittency of the flow introduction through the windward opening and the indoor flow distributions are also confirmed based on temporal variation of the velocities. These differences in flow distribution are statistically correct according to the temporally averaged flow distributions. For the lateral window condition, instantaneous flow introduction is found to occur intermittently and alternately through each opening. Moreover, the flow introduction angle differs according to the outdoor arrangement, for both the instantaneous and mean flow distributions, indicating the importance of the surrounding-block sheltering effects on the indoor flow distributions. In addition to this elucidation of the indoor flow characteristics, the datasets obtained in this work are valuable for validating future numerical analyses of the cross-ventilation flow of a generic block under sheltered conditions.

    DOI: 10.1016/j.buildenv.2018.10.015

  • Velocity and scalar concentrations with low occurrence frequencies within urban canopy regions in a neutrally stable shear flow over simplified urban arrays

    T. Kawaminami, N. Ikegaya, A. Hagishima, J. Tanimoto

    Journal of Wind Engineering and Industrial Aerodynamics   182   286 - 294   2018.11

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    © 2018 Elsevier Ltd The unsteadiness of urban airflow influences rare events of high wind speeds or high scalar concentrations. Therefore, this study uses large-eddy simulations to investigate the geometrical impact of generic block arrays on the statistical features of wind speeds and scalar concentrations within urban canopy regions. Six types of urban-like arrays with uniform and non-uniform block heights are considered, and probability density functions of wind speeds and scalar concentrations are derived based on the flow and concentration distributions within urban canopy regions. Exceeding wind speeds and scalar concentrations are determined through cumulative probability densities. The non-uniform spatial distribution of scalar concentrations is found to be correlated with the velocity magnitude distribution. In particular, airflows with strong wind speeds near tall blocks contribute to a reduction in the scalar concentration in that region. The probability density functions of velocity magnitude for arrays with height variations become long-tailed as the horizontally averaged wind speeds increase. Accordingly, the probability density at high scalar concentrations is lower for arrays with height variations. Finally, the exceeding wind speeds and scalar concentrations for arrays with height variation can be expressed as linear functions of the mean wind speed.

    DOI: 10.1016/j.jweia.2018.09.024

  • A new semi-empirical model for estimating the drag coefficient of the vertical random staggered arrays using LES

    Ahmad Faiz Mohammad, Sheikh Ahmad Zaki, Naoki Ikegaya, Aya Hagishima, Mohamed Sukri Mat Ali

    Journal of Wind Engineering and Industrial Aerodynamics   180   191 - 200   2018.9

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    © 2018 Elsevier Ltd Sheltering of buildings has a significant impact on the total drag of an urban surface. This study performs large eddy simulations (LESs) of flows over vertical random arrays (comprised of buildings with height variability) in staggered layout to estimate the drag coefficient, CD. The vertical random arrays are configured in several frontal area densities, λF (ratio of buildings’ frontal area to total surface area) ranging from 0.09 to 0.81. The sheltering effect is parameterized using the individual building's wind pressure coefficient, Cp(t) normalized with that of the isolated building, Cp(iso). The ratio Cp(t)/Cp(iso) is well correlated with the target building's frontal area density, λf(t). Subsequently, the relationship between Cp(t) and λf(t) is expressed using power law equations for three building categories based on the height-to-width ratio, αp(t): tall (2.64 ≤ αp(t) ≤ 3.76), medium-rise (1.32 ≤ αp(t) ≤ 2.00), and low-rise (0.36 ≤ αp(t) ≤ 0.84). Based on the Cp(t), an equation of the CD is formulated, yielding the following outcomes. Firstly, the predicted CD values are mostly within 10% of the previous experimental results. Secondly, a semi-empirical model is derived, whereby the predicted CD values are generally consistent for various vertical random arrays.

    DOI: 10.1016/j.jweia.2018.08.003

  • Numerical simulation on wind-driven cross ventilation in square arrays of urban buildings with different opening positions

    Sheikh Ahmad Zaki, Nur Farhana Mohamad Kasim, Naoki Ikegaya, Aya Hagishima, Mohamed Sukri Mat Ali

    Journal of Advanced Research in Fluid Mechanics and Thermal Sciences   49 ( 2 )   101 - 114   2018.9

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    © 2018 Penerbit Akademia Baru. Effective wind-driven cross ventilation requires a well-designed opening, such as a window, to allow sufficient exchange between indoor and outdoor air, especially when the building is surrounded by other buildings. Using computational fluid dynamics, the present study investigated the effect of different opening positions on wind-driven ventilation in a building in an area with a packing density of 25%. The renormalizationgroup κ-ε turbulence model, a type of Reynolds-averaged Navier-Stokes (RANS) model, was used to characterize the airflow in cubical building blocks arranged in a square array. Nine different configurations of aligned cross openings and nine configurations with non-aligned outlet positions were tested. The ventilation rates obtained for the aligned cross openings showed that openings positioned at the uppermost of the windward and leeward façade provided highest ventilation rate. The ventilation rate was reduced by 75% when the openings were positioned at the bottom of the façade. As for the fixed inlet in the centre, the ventilation rate was 100% higher when the outlet is at the top of the leeward façade compared to the bottom of the façade. The outcomes of this study show that opening position is imperative in providing effective wind-driven cross ventilation in urban areas.

  • Coupled simulations of indoor-outdoor flow fields for cross-ventilation of a building in a simplified urban array

    Yuki Murakami, Naoki Ikegaya, Aya Hagishima, Jun Tanimoto

    Atmosphere   9 ( 6 )   2018.6

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    © 2018 by the authors. Computational fluid dynamics simulations with a Reynolds-averaged Navier-Stokes model were performed for flow fields over a building array and inside a building in the array with different building opening positions. Ten combinations of opening locations were selected to investigate the effect of the locations on indoor cross-ventilation rates. The results of these simulations show that the exterior distributions of mean wind speed and turbulence kinetic energy hardly differ even though building openings exist. Although similar patterns of outdoor flow fields were observed, the opening positions produced two different types of ventilations: one-way and two-way. In one-way ventilation, the wind flows through the opening are unidirectional: diagonally downward at the windward wall. In two-way ventilation, both inflow and outflow simultaneously occur through the same opening. Determination of ventilation rates showed that the ventilation types can explain what type of ventilation rate may be significant for each opening location.

    DOI: 10.3390/atmos9060217

  • Experimental study on effect of spires on the lateral nonuniformity of mean flow in a wind tunnel

    Nurizzatul Atikha Rahmat, Aya Hagishima, Naoki Ikegaya, Jun Tanimoto

    Evergreen   5 ( 1 )   1 - 15   2018.3

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    © 2018, Novel Carbon Resource Sciences. All rights reserved. The present work discusses in detail the experimental settings to establish a thick artificially generated urban-like atmospheric boundary layer in a short-fetch-length wind tunnel. It summarizes the comprehensive review of past studies on the flow behind quarter-elliptic-wedge spires, and clarifies the current issue of the spire setting in a wind tunnel experiment. This study investigates the persistent spanwise heterogeneity, the spatial structures of the flow past a row of quarter-elliptic-wedge spires, the streamwise distance required for a wake of elliptic-wedge spires to naturally recover, and how the mean flow changes farther downstream. Two experimental conditions were implemented in the present work (without and with spires) to analyse the effect of mean flow heterogeneity both within and above boundary layer height (BLH) regions, developing over a smooth wall that was produced by the installation of a flat plate on the wind tunnel floor.

    DOI: 10.5109/1929670

  • Evaluation of rare velocity at a pedestrian level due to turbulence in a neutrally stable shear flow over simplified urban arrays

    N. Ikegaya, Y. Ikeda, A. Hagishima, J. Tanimoto

    Journal of Wind Engineering and Industrial Aerodynamics   171   137 - 147   2017.12

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    © 2017 Elsevier Ltd The geometric dependency of the wind environment at a pedestrian level is an important issue that influences human comfort and safety in urban outdoor spaces. As such, this paper proposes to investigate the statistical features of wind speeds at the pedestrian level by calculating wind speed probability density functions based on flow field data from large-eddy simulations of simplified urban arrays, aiming to clarify the effects of urban geometry on rare velocity events such as strong gusts or extremely weak air flow. Though strong wind events occur infrequently, a positive correlation was demonstrated between percentile and mean wind speeds, indicating that the risk of gusty events increases with the increase of mean wind speeds. Conversely, the frequency of weak wind events shows an inverse correlation with mean wind speeds, showing that better ventilated urban arrays will retain higher wind speeds. Furthermore, these percentiles and occurrence frequencies are clearly expressed by the frontal area indices of urban block arrays. These results imply a trade-off between the following two objectives for urban area wind environments characterized by the urban geometry: enhancing air ventilation in urban areas and preventing strong wind gust events at a pedestrian level.

    DOI: 10.1016/j.jweia.2017.10.002

  • A study on accuracy of particle image velocimetry in a wind tunnel simulating airflow around building scale model

    Tsuyoshi Sato, Aya Hagishima, Naoki Ikegaya, Jun Tanimoto

    AIJ Journal of Technology and Design   23 ( 54 )   567 - 572   2017.6

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    PIV is an attractive experimental method for investigating turbulent flow around building model in a wind tunnel. However, it is difficult to obtain data with high accuracy in large size wind tunnel. In this paper, first we give an overview of PIV technique and organize the experimental conditions of past PIV in urban climatology. Then, we consider a technological problem which is called peak locking. We explain the mechanism of the generation of peak locking and how it affects the final output. Avoiding peak locking is difficult in general experimental condition, but it is mitigated by a simple image processing.

    DOI: 10.3130/aijt.23.567

  • 大規模集合住戸のエアコンの電力使用量の時系列データに基づく統計分析

    小野 哲嗣, 萩島 理, 谷本 潤, 池谷 直樹

    空気調和・衛生工学会論文集   ( 239 )   1 - 9   2017.2

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    Statistical Analysis of Time-Series Data of Electricity Consumption of Air Conditioners Observed in Multiple Dwellings

  • A prediction model for wind speed ratios at pedestrian level with simplified urban canopies

    N. Ikegaya, Y. Ikeda, A. Hagishima, A. A. Razak, J. Tanimoto

    Theoretical and Applied Climatology   127 ( 3-4 )   655 - 665   2017.2

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    © 2015, Springer-Verlag Wien. The purpose of this study is to review and improve prediction models for wind speed ratios at pedestrian level with simplified urban canopies. We adopted an extensive database of velocity fields under various conditions for arrays consisting of cubes, slender or flattened rectangles, and rectangles with varying roughness heights. Conclusions are summarized as follows: first, a new geometric parameter is introduced as a function of the plan area index and the aspect ratio so as to express the increase in virtual density that causes wind speed reduction. Second, the estimated wind speed ratios in the range 0.05 < z/h < 0.3, where h is the building height, are consistent with those derived from the database to within an error of ±25%. Lastly, the effects of the spatial distribution of the flow were investigated by classifying the regions near building models into areas in front of, to the side of, or behind the building. The correlation coefficients between the wind speeds averaged over the entire region, and the front or side region values are larger than 0.8. In contrast, in areas where the influence of roughness elements is significant, such as behind a building, the wind speeds are weakly correlated.

    DOI: 10.1007/s00704-015-1655-z

  • 大規模集合住戸のエアコンの電力使用量の時系列データに基づく統計分析

    小野 哲嗣, 萩島 理, 谷本 潤, 池谷 直樹

    空気調和・衛生工学会論文集   ( 239 )   1 - 9   2017.2

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    Statistical Analysis of Time-Series Data of Electricity Consumption of Air Conditioners Observed in Multiple Dwellings

  • Effect of turbulent flows generated by simplified roughness blocks on instantaneous wall pressure based on large-eddy simulation

    Naoki Ikegaya, Chiyoko Hirose, Aya Hagishima, Jun Tanimoto

    Journal of Wind Engineering   42 ( 1 )   22 - 35   2017.1

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    We have performed Large-Eddy Simulation of flow and pressure fields over two types of urban-like block arrays in order to investigate the relationships between instantaneous building wall pressure and surrounding flow fields. The adopted block arrays are: lattice-type square and staggered pattern. The analysis on the distributions of statistics for wall pressure shows that the large values of the statistics are observed along with the top and side edges of the wall for the square array, whereas they are shown on an upper half region of the wall for the staggered array. These large values are due to air flow introduction from both above and side of the target block for square array; in contrast, strong flows introduced into canopy area cause large pressures of the upper half of the wall for staggered array.

    DOI: 10.5359/jwe.42.22

  • Statistical analysis of wind speeds at a pedestrian level of urban-like roughness

    Naoki Ikegaya, Yasuaki Ikeda, Aya Hagishima, Jun Tanimoto

    Journal of Wind Engineering   42 ( 1 )   1 - 8   2017.1

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    We have performed Large-Eddy Simulation of turbulent boundary layer over simplified urban like roughness. Totally six types of arrays are adopted with several roughness densities and roughness aspect ratios. The turbulent flow fields at a pedestrian level are investigated to identify probability characteristics of unsteady flows. Conclusions are summarized as follows. First, the probability density functions of wind speeds at a pedestrian level show long-tail shape with positive skewness for all arrays and well explained by dimensionless probability variable defined by the mean and standard deviation of wind speeds. On the other hands, the discrepancies of the probability between arrays become considerable for events with wind speeds larger than triple of the standard deviations. Second, such events with large wind speed rarely happen; the cumulative probability shows approximately 1%. Lastly, linear relationships are confirmed between the mean and percentile wind speeds. These findings will help the understanding of the unsteadiness nature of turbulent flow in urban boundary layer especially when evaluating very rare events such as gusts or extreme low winds.

    DOI: 10.5359/jwe.42.1

  • Effect of turbulent flow on wall pressure coefficients of block arrays within urban boundary layer

    N. Ikegaya, C. Hirose, A. Hagishima, J. Tanimoto

    Building and Environment   100   28 - 39   2016.5

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    © 2016 Elsevier Ltd. Various numerical simulations have been developed to evaluate the mean ventilation rates of a target building; however, the manner in which turbulent flow generated by buildings and surrounding conditions affects the mean and fluctuating ventilation rates is not well understood. Therefore, we have performed large-eddy simulation of flow and pressure fields above two types of block arrays (lattice-type square and staggered pattern) to clarify the turbulent characteristics of estimated ventilation rates based on pressure coefficient distribution on the block faces. The concept of short-term ventilation rates, which are estimated from filtered pressure coefficients, is introduced to investigate the temporal variation in the estimated ventilation rates for different locations of the block faces and arrangements. First, mean and second-order turbulent statistics agree well with previous results obtained from both wind-tunnel experiments and numerical simulations, indicating that the turbulent characteristics of the flow above urban-like arrays are well reproduced. Second, short-term ventilation rates are found to vary temporally and spatially. Therefore, these values instantaneously become larger or smaller than the mean ventilation rates. In addition, complex fluctuation patterns of pressure coefficient distribution are found to be caused by air flow introduction from the block arrays into gaps between the blocks as well as by small-scale turbulence generated by surrounding buildings themselves. Lastly, the temporal statistics of filtered pressure coefficients show that the short-term ventilation rates can possibly become stronger or weaker than the mean ventilation rates, whereas the accumulated fluctuating ventilation rates are almost comparable to those estimated by mean pressure coefficients.

    DOI: 10.1016/j.buildenv.2016.02.005

  • Wind tunnel experiment on turbulent flow field around 2D street canyon with eaves

    Tsuyoshi Sato, Aya Hagishima, Naoki Ikegaya, Jun Tanimoto

    Journal of Environmental Engineering (Japan)   81 ( 723 )   467 - 476   2016.5

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    In this study, the influence of the complexity of shape of roughness on turbulent flow fields in a 2D street canyon was investigated using a wind tunnel experiment (WTE). Time-resolved particle image velocimetry (TR-PIV) was employed to investigate temporally averaged flow fields, the spatial distributions of turbulent statistics, canyon ventilation rates, and the flow exchange mechanism between the regions above and inside a canyon. The measurements revealed that the temporally averaged flow fields and the spatial distributions of turbulent statistics are drastically changed by the complexity of roughness, especially when the canyon aspect ratio is small. Moreover, the ventilation rate is reduced by the eaves attached to roofs. However, the decreasing rate of the ventilation strongly depends on the canyon aspect ratio.

    DOI: 10.3130/aije.81.467

  • An experimental study on aerodynamic interaction between a boundary layer generated by a smooth and rough wall and a wake behind a spire

    Rahnat Nurizzatul Atikha, Hagishima Aya, Ikegaya Naoki, Tanimoto Jun, Omar Abd Rahman

    九州大学大学院総合理工学報告   37 ( 2 )   19 - 26   2016.2

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    An experimental study on aerodynamic interaction between a boundary layer generated by a smooth and rough wall and a wake behind a spire

    DOI: 10.15017/1560669

  • Wind-Tunnel Study of Scalar Transfer Phenomena for Surfaces of Block Arrays and Smooth Walls with Dry Patches

    Juyeon Chung, Aya Hagishima, Naoki Ikegaya, Jun Tanimoto

    Boundary-Layer Meteorology   157 ( 2 )   219 - 236   2015.11

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    © 2015, Springer Science+Business Media Dordrecht. We report the result of a wind-tunnel experiment to measure the scalar transfer efficiency of three types of surfaces, wet street surfaces of cube arrays, wet smooth surfaces with dry patches, and fully wet smooth surfaces, to examine the effects of roughness topography and scalar source allocation. Scalar transfer coefficients defined by the source area C<inf>Ewet</inf> for an underlying wet street surface of dry block arrays show a convex trend against the block density λ<inf>p</inf>. Comparison with past data, and results for wet smooth surfaces including dry patches, reveal that the positive peak of C<inf>Ewet</inf> with increasing λ<inf>p</inf> is caused by reduced horizontal advection due to block roughness and enhanced evaporation due to a heterogeneous scalar source distribution. In contrast, scalar transfer coefficients defined by a lot-area including wet and dry areas C<inf>Elot</inf> for smooth surfaces with dry patches indicate enhanced evaporation compared to the fully wet smooth surface (the oasis effect) for all three conditions of dry plan-area ratio up to 31 %. Relationships between the local Sherwood and Reynolds numbers derived from experimental data suggest that attenuation of C<inf>Ewet</inf> for a wet street of cube arrays against streamwise distance is weaker than for a wet smooth surface because of canopy flow around the blocks. Relevant parameters of ratio of roughness length for momentum to scalar B-1 were calculated from observational data. The result implies that B-1 possibly increases with block roughness, and decreases with the partitioning of the scalar boundary layer because of dry patches.

    DOI: 10.1007/s10546-015-0063-3

  • 40409 住宅における冷房使用行動の確率性状に関する考察(住宅のエネルギー,環境工学I,学術講演会・建築デザイン発表会)

    深見 亮介, 萩島 理, 谷本 潤, 池谷 直樹

    学術講演梗概集   2015   851 - 852   2015.9

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    40409 A study on the probability characteristics of occupant behavior for using air-conditioner in residential buildings

  • 41336 立方体粗度の壁面風圧に対する非定常気流場の影響に関する数値流体解析(自然換気・風圧係数,環境工学II,学術講演会・建築デザイン発表会)

    池谷 直樹, 廣瀬 智陽子, 萩島 理, 谷本 潤

    学術講演梗概集   2015   689 - 690   2015.9

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    41336 Numerical study on the effect of turbulent field generated by simple cubical arrays on the wall pressure

  • 41358 庇を有する2次元ストリートキャニオン周囲の気流場に関するPIV計測(都市キャノピー流れのモデル化,環境工学II,学術講演会・建築デザイン発表会)

    佐藤 幹, 萩島 理, 池谷 直樹, 谷本 潤

    学術講演梗概集   2015   753 - 754   2015.9

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    41358 Particle Image Velocimetry Measurement of Unsteady Turbulent : Flow around Regularly Arranged High-Rise Building Models

  • 41360 都市表面のスカラーソース偏在と粗度がスカラーバルク係数に及ぼす影響 : 第一報 実験概要及びバルク係数の測定結果(都市キャノピー流れのモデル化,環境工学II,学術講演会・建築デザイン発表会)

    萩島 理, 鄭 朱娟, 池谷 直樹, 谷本 潤

    学術講演梗概集   2015   757 - 758   2015.9

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    41360 Effects of heterogeneity of scalar source distribution and roughness on scalar transfer coefficients of urban surfaces : Part 1. Experimental setting and measured transfer coefficients

  • 41361 都市表面のスカラーソース偏在と粗度がスカラーバルク係数に及ぼす影響の解明 : 第二報 バルク係数のソースサイズ依存性及びスカラー粗度長(都市キャノピー流れのモデル化,環境工学II,学術講演会・建築デザイン発表会)

    鄭 朱娟, 萩島 理, 池谷 直樹, 谷本 潤

    学術講演梗概集   2015   759 - 760   2015.9

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    41361 Effects of heterogeneity of scalar source distribution and roughness on scalar transfer coefficients of urban surfaces : Part 2 Effect of scalar source size on scalar transfer coefficient and scalar roughness length

  • Aerodynamic effect of overhang on a turbulent flow field within a two-dimensional street canyon

    Mohamad Mohd Faizal, Hagishima Aya, Ikegaya Naoki, Tanimoto Jun, Omar Abd Rahman

    九州大学大学院総合理工学報告   37 ( 1 )   1 - 7   2015.9

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    Aerodynamic effect of overhang on a turbulent flow field within a two-dimensional street canyon

    DOI: 10.15017/1525830

  • Acquisition of the field measurement data relating to lane change actions

    Jun Tanimoto, Takuya Fujiki, Shinji Kukida, Naoki Ikegaya, Aya Hagishima

    International Journal of Modern Physics C   26 ( 7 )   2015.7

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    © 2015 World Scientific Publishing Company. As a data set for validation of microscopic simulation models, we obtained the fundamental diagram (flux versus density relation), and the relations of velocity versus density, lane usage ratio versus density and lane-changing frequency versus density derived from a single field measurement campaign held at a Japanese urban expressway. The results were drawn from image analysis of video camera data obtained at the site.

    DOI: 10.1142/S0129183115500722

  • Effect of a large gaming neighborhood and a strategy adaptation neighborhood for bolstering network reciprocity in a prisoner's dilemma game

    Takashi Ogasawara, Jun Tanimoto, Eriko Fukuda, Aya Hagishima, Naoki Ikegaya

    Journal of Statistical Mechanics: Theory and Experiment   2014 ( 12 )   2014.12

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    © 2014 IOP Publishing Ltd and SISSA Medialab srl. In 22 prisoner's dilemma (PD) games, network reciprocity is one mechanism for adding social viscosity, leading to a cooperative equilibrium. In this paper, we explain how gaming neighborhoods and strategy-adaptation neighborhoods affect network reciprocity independently in spatial PD games. We explore an appropriate range of strategy adaptation neighborhoods as opposed to the conventional method of making the gaming and strategy adaptation neighborhoods coincide to enhance the level of cooperation. In cases of expanding gaming neighborhoods, network reciprocity falls to a low level relative to the conventional setting. In the discussion below, which is based on the results of our simulation, we explore how these enhancements come about. Essentially, varying the range of the neighborhoods influences how cooperative clusters form and expand in the evolutionary process.

    DOI: 10.1088/1742-5468/2014/12/P12024

  • Dangerous drivers foster social dilemma structures hidden behind a traffic flow with lane changes

    Jun Tanimoto, Takuya Fujiki, Zhen Wang, Aya Hagishima, Naoki Ikegaya

    Journal of Statistical Mechanics: Theory and Experiment   2014 ( 11 )   2014.11

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    © 2014 IOP Publishing Ltd and SISSA Medialab srl. Motivated by the fact that there are quite a few ill-mannered drivers who disregard traffic rules concerning lane-changing and maximum speed, we investigated an interesting question: whether or not social dilemma structures can be formed from a frequent dangerous lane-changing attitude in a typical traffic flow without any explicit bottlenecks. In our model system, two classes of driver-agents coexist: C agents (cooperative strategy) always keep to traffic regulations with respect to lane-changing and speed, while D agents (defective strategy) disregard them to move ahead. In relatively high-density flows, such as the metastable and high-density phases, we found structures that correspond to either n-person Prisoner's Dilemma (n-PD) games or to quasi-PD games. In these situations, existing ill-mannered drivers create heavy traffic jams that reduce social efficiency.

    DOI: 10.1088/1742-5468/2014/11/P11027

  • Risk assessment for infectious disease and its impact on voluntary vaccination behavior in social networks

    Eriko Fukuda, Satoshi Kokubo, Jun Tanimoto, Zhen Wang, Aya Hagishima, Naoki Ikegaya

    Chaos, Solitons and Fractals   68   1 - 9   2014.11

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    Achievement of the herd immunity is essential for preventing the periodic spreading of an infectious disease such as the flu. If vaccination is voluntary, as vaccination coverage approaches the critical level required for herd immunity, there is less incentive for individuals to be vaccinated; this results in an increase in the number of so-called "free-riders" who craftily avoid infection via the herd immunity and avoid paying any cost. We use a framework originating in evolutionary game theory to investigate this type of social dilemma with respect to epidemiology and the decision of whether to be vaccinated. For each individual in a population, the decision on vaccination is associated with how one assesses the risk of infection. In this study, we propose a new risk-assessment model in a vaccination game when an individual updates her strategy, she compares her own payoff to a net payoff obtained by averaging a collective payoff over individuals who adopt the same strategy as that of a randomly selected neighbor. In previous studies of vaccination games, when an individual updates her strategy, she typically compares her payoff to the payoff of a randomly selected neighbor, indicating that the risk for changing her strategy is largely based on the behavior of one other individual, i.e., this is an individual-based risk assessment. However, in our proposed model, risk assessment by any individual is based on the collective success of a strategy and not on the behavior of any one other individual. For strategy adaptation, each individual always takes a survey of the degree of success of a certain strategy that one of her neighbors has adopted, i.e., this is a strategy-based risk assessment. Using computer simulations, we determine how these two different risk-assessment methods affect the spread of an infectious disease over a social network. The proposed model is found to benefit the population, depending on the structure of the social network and cost of vaccination. Our results suggest that individuals (or governments) should understand the structure of their social networks at the regional level, and accordingly, they should adopt an appropriate risk-assessment methodology as per the demands of the situation. © 2014 Elsevier Ltd. All rights reserved.

    DOI: 10.1016/j.chaos.2014.07.004

  • 41315 都市境界層を模擬した粗面上の速度・湿度プロファイル相似性に関する考察(都市気流・風洞実験,環境工学II,2014年度日本建築学会大会(近畿)学術講演会・建築デザイン発表会)

    池谷 直樹, 萩島 理, 谷本 潤

    学術講演梗概集   2014   653 - 654   2014.9

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    41315 A study on similarity of profiles between velocity and scalar concentration in an urban boundary layer

  • A consideration on the effects of drag force acting on roughness element - The relationship between drag coefficient and dissipation rate

    Naoki Ikegaya, Aya Hagishima, Jun Tanimoto

    Journal of Environmental Engineering (Japan)   79 ( 697 )   297 - 304   2014.3

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    Momentum and energy budgets on an urban surface are investigated based on theoretical approach by deriving the budget equations. Firstly, we have introduced the integral equation for energy, which corresponds to the equation as known as Karman's integral law for momentum. These equations can explain the effect of drag force acting on roughness elements on the budgets of momentum and energy. Secondly, it is shown that the additional term appears to explain for the drag force to be able to directly absorb momentum provided out of boundary layer. Although the corresponding term does not exist in the energy budget equations, the drag force may work to increase the turbulence energy through the additional turbulence production terms. Thirdly, the relationship between drag coefficient and dissipation rate have been discussed. These quantities have positive correlation and can be an index to explain the wind velocity deficit.

    DOI: 10.3130/aije.79.297

  • A consideration on the effects of drag force acting on roughness element - The relationship between drag coefficient and dissipation rate

    Naoki Ikegaya, Aya Hagishima, Jun Tanimoto

    Journal of Environmental Engineering (Japan)   79 ( 697 )   297 - 304   2014.3

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    Momentum and energy budgets on an urban surface are investigated based on theoretical approach by deriving the budget equations. Firstly, we have introduced the integral equation for energy, which corresponds to the equation as known as Karman's integral law for momentum. These equations can explain the effect of drag force acting on roughness elements on the budgets of momentum and energy. Secondly, it is shown that the additional term appears to explain for the drag force to be able to directly absorb momentum provided out of boundary layer. Although the corresponding term does not exist in the energy budget equations, the drag force may work to increase the turbulence energy through the additional turbulence production terms. Thirdly, the relationship between drag coefficient and dissipation rate have been discussed. These quantities have positive correlation and can be an index to explain the wind velocity deficit.

    DOI: 10.3130/aije.79.297

  • Influence of stochastic perturbation of both action updating and strategy updating in mixed-strategy 2 × 2 games on evolution of cooperation

    Kohei Miyaji, Jun Tanimoto, Aya Hagishima, Naoki Ikegaya

    Physical Review E - Statistical, Nonlinear, and Soft Matter Physics   88 ( 6 )   2013.12

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    In a mixed-strategy game framework, each agent's strategy is defined by a real number; on the other hand, in a discrete strategy game framework, only binary strategies, either cooperation or defection, are allowed. In a spatial mixed-strategy game, with respect to the process for updating action (offer), either a synchronous or an asynchronous strategy update should be presumed. This study elucidates how stochastic perturbation that results from a synchronous or an asynchronous process for updating action significantly affects the enhancement of cooperation in an evolutionary process. Especially, when a synchronous process for updating action is assumed, the extent of cooperation increases with an increase in degree. © 2013 American Physical Society.

    DOI: 10.1103/PhysRevE.88.062149

  • 41382 高アスペクト比模型群周囲の非定常乱流場に関するPIV計測(建物周辺の気流と拡散,環境工学II,2013 年度日本建築学会大会(北海道)学術講演会・建築デザイン発表会)

    佐藤 幹, 萩島 理, 谷本 潤, 池谷 直樹

    学術講演梗概集   2013   763 - 764   2013.8

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    41382 Particle Image Velocimetry Measurement of Unsteady Turbulent Flow around Regularly Arranged High-Rise Building Models

  • 41388 都市粗度群空気力学パラメータの同定方法に関する考察(都市キャノピー・LES,環境工学II,2013 年度日本建築学会大会(北海道)学術講演会・建築デザイン発表会)

    池谷 直樹, 萩島 理, 谷本 潤

    学術講演梗概集   2013   775 - 776   2013.8

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    41388 Analysis on optimization for the aerodynamic parameters of urban-like rough surfaces.

  • Direct Reciprocity in Spatial Populations Enhances R-Reciprocity As Well As ST-Reciprocity

    Kohei Miyaji, Jun Tanimoto, Zhen Wang, Aya Hagishima, Naoki Ikegaya

    PLoS ONE   8 ( 8 )   2013.8

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    As is well-known, spatial reciprocity plays an important role in facilitating the emergence of cooperative traits, and the effect of direct reciprocity is also obvious for explaining the cooperation dynamics. However, how the combination of these two scenarios influences cooperation is still unclear. In the present work, we study the evolution of cooperation in 2×2 games via considering both spatial structured populations and direct reciprocity driven by the strategy with 1-memory length. Our results show that cooperation can be significantly facilitated on the whole parameter plane. For prisoner's dilemma game, cooperation dominates the system even at strong dilemma, where maximal social payoff is still realized. In this sense, R-reciprocity forms and it is robust to the extremely strong dilemma. Interestingly, when turning to chicken game, we find that ST-reciprocity is also guaranteed, through which social average payoff and cooperation is greatly enhanced. This reciprocity mechanism is supported by mean-field analysis and different interaction topologies. Thus, our study indicates that direct reciprocity in structured populations can be regarded as a more powerful factor for the sustainability of cooperation. © 2013 Miyaji et al.

    DOI: 10.1371/journal.pone.0071961

  • Particle Image Velocimetry Measurement of Unsteady Turbulent Flow around Regularly Arranged High-Rise Building Models

    Sato Tsuyoshi, Hagishima Aya, Ikegaya Naoki, Tanimoto Jun

    International Journal of High-Rise Buildings   2 ( 2 )   105 - 113   2013.6

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    Particle Image Velocimetry Measurement of Unsteady Turbulent Flow around Regularly Arranged High-Rise Building Models

  • Particle Image Velocimetry Measurement of Unsteady Turbulent Flow around Regularly Arranged High-Rise Building Models

    Sato Tsuyoshi, Hagishima Aya, Ikegaya Naoki, Tanimoto Jun

    International Journal of High-Rise Buildings   2 ( 2 )   105 - 113   2013.6

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    Particle Image Velocimetry Measurement of Unsteady Turbulent Flow around Regularly Arranged High-Rise Building Models

  • Analysis of airflow over building arrays for assessment of urban wind environment

    Azli Abd Razak, Aya Hagishima, Naoki Ikegaya, Jun Tanimoto

    Building and Environment   59   56 - 65   2013.1

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    Large eddy simulation (LES) of the airflows around various types of block arrays was performed to estimate the pedestrian wind environment. Five types of uniform staggered block arrays with different aspect ratios and an array with a nonuniform height were selected for the simulations. The simulation accuracy was validated by comparing the drag coefficient and wind profiles with those of previous work. The characteristics of the spatially averaged mean wind profiles of the arrays were analyzed on the basis of the calculation results. This study reveals that the frontal area ratio, which is the product of the plan area ratio and building aspect ratio, is the most important parameter in estimating the pedestrian wind environment. In addition, a simple exponential equation was derived for predicting the pedestrian wind speed as a function of the frontal area ratio, which is applicable to various building aspect ratios and amounts of height variability. © 2012 Elsevier Ltd.

    DOI: 10.1016/j.buildenv.2012.08.007

  • A study on the similarity of the momentum and scalar roughness lengths over urban-like roughness

    Naoki Ikegaya, Aya Hagishima, Jun Tanimoto, Yu Dai Tanaka

    Journal of Environmental Engineering (Japan)   77 ( 681 )   917 - 923   2012.11

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    We have performed a series of wind-tunnel experiments to measure scalar concentration profiles over urban-like roughness arrays. The concentration measurements revealed two features of scalar distribution. First, the high concentration filed was observed in the leeward region of each roughness element. Secondly, the averaged concentration became high up to the roughness height due to the updraft along the element and the boundary layer thickness drastically reach to the height in spite of the short length of scalar source area. In addition to the concentration measurements, we determined the roughness length of scalar based on the preliminary performed comprehensive study on scalar transfer coefficients, momentum transfer coefficients and wind profiles and discussed the similarity between momentum and scalar transfer phenomena by applying the relation between the Dalton number and the roughness Reynolds number.

    DOI: 10.3130/aije.77.917

  • 41366 都市キャノピー上空に形成される低速流体塊の統計的分析(地形風・都市キャノピー,環境工学II,2012年度大会(東海)学術講演会・建築デザイン発表会プログラム)

    池谷 直樹, 萩島 理, 谷本 潤, 古賀 康彦

    学術講演梗概集   2012   739 - 740   2012.9

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    41366 Statistical analysis on low speed streaks organized above urban-like arrays

  • 41365 直方体粗度群の壁面風圧に及ぼすアスペクト比の影響に関する風洞模型実験(地形風・都市キャノピー,環境工学II,2012年度大会(東海)学術講演会・建築デザイン発表会プログラム)

    波多野 円, 萩島 理, 谷本 潤, 池谷 直樹, 松本 健太郎

    学術講演梗概集   2012   737 - 738   2012.9

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    41365 A study on the effects of different aspect-ratio blocks on the form drag by using wind tunnel experiments

  • Referring to the social performance promotes cooperation in spatial prisoner's dilemma games

    Keizo Shigaki, Jun Tanimoto, Zhen Wang, Satoshi Kokubo, Aya Hagishima, Naoki Ikegaya

    Physical Review E - Statistical, Nonlinear, and Soft Matter Physics   86 ( 3 )   2012.9

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    We propose a new pairwise Fermi updating rule by considering a social average payoff when an agent copies a neighbor's strategy. In the update rule, a focal agent compares her payoff with the social average payoff of the same strategy that her pairwise opponent has. This concept might be justified by the fact that people reference global and, somehow, statistical information, not local information when imitating social behaviors. We presume several possible ways for the social average. Simulation results prove that the social average of some limited agents realizes more significant cooperation than that of the entire population. © 2012 American Physical Society.

    DOI: 10.1103/PhysRevE.86.031141

  • Does copy-resistance enhance cooperation in spatial prisoner's dilemma?

    K. Shigaki, S. Kokubo, J. Tanimoto, A. Hagishima, N. Ikegaya

    EPL   98 ( 4 )   2012.5

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    We propose a novel idea for the so-called pairwise-Fermi process by considering copy-resistance when an agent copies a neighbor's strategy, which implies that the focal agent with relatively affluent payoff vis-à-vis social average might be negative to copy her neighbor's strategy even if her payoff is less than the neighbor's payoff. Simulation results reveal that this idea with a revised strategy adaptation process significantly enhances cooperation for prisoner's dilemma games played on time-constant networks. © 2012 Europhysics Letters Association.

    DOI: 10.1209/0295-5075/98/40008

  • Geometric Dependence of the Scalar Transfer Efficiency over Rough Surfaces

    Naoki Ikegaya, Aya Hagishima, Jun Tanimoto, Yudai Tanaka, Ken Ichi Narita, Sheikh Ahmad Zaki

    Boundary-Layer Meteorology   143 ( 2 )   357 - 377   2012.5

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    We performed a series of wind-tunnel experiments under neutral conditions in order to create a comprehensive database of scalar transfer coefficients for street surfaces using regular block arrays representing an urban environment. The objective is to clarify the geometric dependence of scalar transfer phenomena on rough surfaces. In addition, the datasets we have obtained are necessary to improve the modelling of scalar transfer used for computational simulations of urban environments; further, we can validate the results obtained by numerical simulations. We estimated the scalar transfer coefficients using the salinity method. The various configurations of the block arrays were designed to be similar to those used in a previous experiment to determine the total drag force acting on arrays. Our results are summarized as follows: first, the results for cubical arrays showed that the transfer coefficients for staggered and square layouts varied with the roughness packing density. The results for the staggered layout showed the possibility that the mixing effect of air can be enhanced for the mid-range values of the packing density. Secondly, the transfer coefficients for arrays with blocks of non-uniform heights were smaller than those for arrays with blocks of uniform height under conditions of low packing density; however, as the packing density increased, the opposite tendency was observed. Thirdly, the randomness of rotation angles of the blocks in the array led to increasing values of the transfer coefficients under sparse packing density conditions when compared with those for cubical arrays. © 2012 Springer Science+Business Media B.V.

    DOI: 10.1007/s10546-012-9698-5

  • Spatially correlated heterogeneous aspirations to enhance network reciprocity

    Jun Tanimoto, Makoto Nakata, Aya Hagishima, Naoki Ikegaya

    Physica A: Statistical Mechanics and its Applications   391 ( 3 )   680 - 685   2012.2

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    Perc & Wang demonstrated that aspiring to be the fittest under conditions of pairwise strategy updating enhances network reciprocity in structured populations playing 2×2 Prisoner's Dilemma games (Z. Wang, M. Perc, Aspiring to the fittest and promoted of cooperation in the Prisoner's Dilemma game, Physical Review E 82 (2010) 021115; M. Perc, Z. Wang, Heterogeneous aspiration promotes cooperation in the Prisoner's Dilemma game, PLOS one 5 (12) (2010) e15117). Through numerical simulations, this paper shows that network reciprocity is even greater if heterogeneous aspirations are imposed. We also suggest why heterogeneous aspiration fosters network reciprocity. It distributes strategy updating speed among agents in a manner that fortifies the initially allocated cooperators' clusters against invasion. This finding prompted us to further enhance the usual heterogeneous aspiration cases for heterogeneous network topologies. We find that a negative correlation between degree and aspiration level does extend cooperation among heterogeneously structured agents. © 2011 Elsevier B.V. All rights reserved.

    DOI: 10.1016/j.physa.2011.08.039

  • Total utility demand prediction for multi-dwelling sites by a bottom-up approach considering variations of inhabitants' behaviour schedules

    Jun Tanimoto, Aya Hagishima, Takeshi Iwai, Naoki Ikegaya

    Journal of Building Performance Simulation   6 ( 1 )   53 - 64   2012.1

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    This article reports systematic case studies based on a Total Utility Demand Prediction System presented in the authors' previous works, in which one can follow a bottom-up approach to accurately calculate the time series utility loads (energy, power, city water, hot water, etc.) for multi-dwelling systems, including residential buildings, residential block areas and even an entire city. This calculation considers the behavioural variations of the inhabitants of the dwellings. In the case studies, we assumed a residential building consisting of 100 independent dwellings to accurately predict various peak demands and seasonal or annual demands. A series of simulations reveals that considering time-varying inhabitant behaviour schedules significantly affects the peak loads. Hence, HVAC COP, inhabitants' age and their family type significantly influence the peak loads and their accurate time-series. © 2013 Copyright Taylor and Francis Group, LLC.

    DOI: 10.1080/19401493.2012.680498

  • Large-eddy simulation large-eddysimulation onscalartransferphenomena betweenurbansurfaceandatmosphere

    Naoki Ikegaya, Aya Hagishimaand, Jun Tanimoto

    Journal of Environmental Engineering   76 ( 668 )   943 - 951   2011.10

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    The authors performed a numerical simulation of scalar transfer phenomena between an urban surface and atmosphere. A parallelized large-eddy simulation model was adopted for the simulation. Two types of regular block arrays, a square array and staggered array, were arranged on the floor of computational domains. It was assumed that area scalar source was installed on the floor of arrays and scalar fluxes were estimated by using a wall function based on a logarithmic law. The results are summarized as follows. (l) The flow statistics of the normalized wind speed and turbulence intensity above a canopy showed good agreement with that obtained experimentally. (2) Scalar profiles shows self-similarity after 3rd rows. (3) Scalar boundary layer develops rapidly especially the edge of the scalar source area because of upward wind due to roughness.

    DOI: 10.3130/aije.76.943

  • 40334 複雑都市形状における濃度プロファイル測定に基づく運動量・スカラー粗度の相似性(都市気候シミュレーション(1),環境工学I)

    池谷 直樹, 萩島 理, 谷本 潤, 田中 雄大, 成田 健一

    学術講演梗概集. D-1, 環境工学I, 室内音響・音環境, 騒音・固体音, 環境振動, 光・色, 給排水・水環境, 都市設備・環境管理, 環境心理生理, 環境設計, 電磁環境   2011   707 - 708   2011.7

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    40334 A study on the similarity between a momentum and scalar roughness length based on scalar profile measurements by means of wind tunnel experiments.

  • 41389 立方体粗度群床面-大気間のスカラー輸送現象に関するLarge Eddy Simulation(選抜梗概,都市の通風・換気(2),オーガナイズドセッション,環境工学II)

    池谷 直樹, 萩島 理, 谷本 潤

    学術講演梗概集. D-2, 環境工学II, 熱, 湿気, 温熱感, 自然エネルギー, 気流・換気・排煙, 数値流体, 空気清浄, 暖冷房・空調, 熱源設備, 設備応用   2010   785 - 788   2010.7

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    41389 Large-eddy simulation on scalar transfer phenomena between urban surface and atmosphere

  • Wind tunnel experiment on bulk scalar coefficient of urban-like roughness

    Aya Hagishima, Jun Tanimoto, Satoru Suenaga, Naoki Ikegaya, Kazuyuki Maeda, Ken Ichi Narita

    Journal of Environmental Engineering   73 ( 632 )   1225 - 1231   2008.10

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    The authors investigated bulk scalar coefficient (CE) of the street in the 3-D canopy with various conditions of arrangement, plan area density (λp), frontal area index (λf), and variability of model height in a wind tunnel using salinity method. The results can be summarized as follows. 1) The relationships between CE and lf of both staggered and normal arrayed canopy with uniform height shows different tendency. The CE of 3-D canopy of staggered and normal pattern have similar value under the sparse (λf) and dense conditions, in contrast, CE of staggered canopy is higher than that of normal canopy under the condition of λf = 17.4%. 2) CE of uniform canopy is larger than that of canopy with height variation under the condition of λf < 17.4%. In contrast, CE of uniform canopy is smaller than that of canopy with height variation under the condition of λf = 30.9%. Such a tendency is opposite to the result of drag force coefficient.

    DOI: 10.3130/aije.73.1225

  • 40450 複雑形状都市におけるバルク輸送係数モデル化のための風洞実験 : 第2報 粗度高さが不均一な場合(風洞実験,環境工学I)

    池谷 直樹, 萩島 理, 谷本 潤, 成田 健一, 末永 啓, 前田 一行

    学術講演梗概集. D-1, 環境工学I, 室内音響・音環境, 騒音・固体音, 環境振動, 光・色, 給排水・水環境, 都市設備・環境管理, 環境心理生理, 環境設計, 電磁環境   2008   941 - 942   2008.7

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    40450 A study on wind tunnel experiment for modeling of the bulk scalar transfer coefficients of complex urban array : Part 2 Result on roughness with non-uniform heights

  • A study on multi-agent simulation model for transient dynamics and distribution of the population in an urban area

    Naoki Ikegaya, Jun Tanimoto, Aya Hagishima, Hiroki Sagara

    AIJ Journal of Technology and Design   13 ( 26 )   845 - 848   2007.12

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    In order to reproduce both transient dynamics and space distribution of an urban population only derived from a simple self-organism principle, a multi-agent simulation model is established. A resident agent tries to move to a cell so as to maximize his own utility that is defined by both effects of distance from the urban central and population density. The so-called "doughnut phenomenon" as well as growing Densely Inhabited District (DID) can be emulated qualitatively, even though the model bases on a simple self-organism rule.

    DOI: 10.3130/aijt.13.845

  • Rocking of rigid block under minute fluctuation of system parameter (1st report, minute fluctuation of friction coefficients)

    Man Yong Jeong, Kohei Suzuki, Naoki Ikegaya

    Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C   73 ( 10 )   2662 - 2669   2007.10

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    This investigation deals with the rocking response of a rigid block subjected to 1 dimensional harmonic excitations with the minute changes of the system parameters, such as the frictional coefficient. This paper is part one of the examination about the effects by those minute changes and is related with the minute change of friction coefficients. The numerical analysis program is developed to solve the nonlinear equations of motion governing the rocking motion of a rigid block subjected to horizontal base excitation. Natural change of the frictional coefficient is realized by the random numbers with normal probability distribution. The analytical results showed that the rocking responses are very sensitive to small changes of the friction condition between the block and the base and their effect is also large. The minute change of the friction coefficients makes the rocking response unstable and the distribution shape of rocking response change massively. Those effects by the dynamic change of the friction coefficients become a testimony of the non-reappearance on the experimental rocking responses.

    DOI: 10.1299/kikaic.73.2662

  • Rocking of rigid block under minute fluctuation of system/excitation parameter (2nd report, minute fluctuation of restitution coefficient)

    Man Yong Jeong, Kohei Suzuki, Naoki Ikegaya

    Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C   73 ( 7 )   1955 - 1962   2007.7

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    This investigation deals with the rocking response of a rigid block subjected to 1-dimensional harmonic excitations with minute changes of the system parameter, namely, the restitution coefficient, and excitation parameters, such as frequency, amplitude and phase. This paper is the part two of the examination about the effects by those minute changes and is related with the minute change of the restitution coefficient. The numerical analysis is carried out by solving the nonlinear equations of motion governing the rocking motion of a rigid block subjected to the horizontal base harmonic excitation. Natural changes of not only the restitution coefficient but also the excitation are realized by the random numbers with normal probability distribution. The analytical results showed that the rocking responses are very sensitive to small changes of the restitution coefficient and the base excitation, and their effect is also large. Minute change of the restitution coefficient or the excitation phase makes the rocking response unstable and the distribution shape of rocking response change massively.

    DOI: 10.1299/kikaic.73.1955

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Presentations

  • 高さ分布のある単純粗度群を対象とした都市空間内風速の確率性状に関する研究

    川南太志,池谷直樹,萩島理,谷本潤

    2017.12 

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    Event date: 2018.6

    Language:Japanese  

    Country:Japan  

  • LESによる1:1:2単体建物周辺流れのベンチマークテストに基づく各種計算条件が計算結果に及ぼす影響の検討

    大風翼,菊本英紀,小野浩己,今野雅,挾間貴雅,岸田岳士,中尾圭佑,池谷直樹,田畑侑一,富永禎秀

    2017.12 

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    Event date: 2018.6

    Language:Japanese  

    Country:Japan  

  • 単体建物周辺速度の確率性状に対する移流項スキームの影響に関する検討

    池谷直樹,大風翼,菊本英紀,富永禎秀

    2017.12 

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    Event date: 2018.6

    Language:Japanese  

    Country:Japan  

  • Development of estimation method for convective heat transfer coefficient distribution using near-infrared spectroscopy

    Eshima H., Yasumasu T., Ikegaya N., Hagishima A., Tanimoto J.

    2018.3 

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    Event date: 2018.3

    Language:English  

    Country:Japan  

  • Geometric dependency of exceedance wind speed at pedestrian level

    Naoki Ikegaya, Yasuaki Ikeda, Aya Hagishima, Jun Tanimoto

    2018.3 

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    Event date: 2018.3

    Language:English  

    Country:Japan  

  • Statistical analysis on turbulent flow and scalar concentration a pedestrian level in urban boundary layer based on large eddy simulation

    Taishi Kawaminami, Naoki Ikegaya, Aya Hagishima, Jun Tanimoto

    2018.3 

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    Event date: 2018.3

    Language:English  

    Country:Japan  

  • LESによる市街地風環境予測のためのガイドライン策定に向けて その4 1:1:2単体模型周辺流れの変動風速確率密度に対する移流項スキームの影響

    池谷 直樹, 大風翼, 菊本英紀, 富永禎秀

    2016年度日本建築学会学術講演会  2017.9 

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    Event date: 2017.9

    Language:Japanese  

    Country:Japan  

  • Large-eddy simulations of flow around a high-rise building: Validation and sensitivity analysis on turbulent statistics

    大風翼, 菊本英紀, 今野雅, 挾間貴雅, 岸田岳士, 中尾佳佑, 池谷 直樹, 田畑侑一, 富永禎秀

    7th Europian-African conference on Wind Engineering  2017.9 

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    Event date: 2017.9

    Language:Japanese  

    Country:Japan  

  • LESによる市街地風環境予測のためのガイドライン策定に向けて その1 1:1:2単体建物周辺流れのベンチマークテスト概要

    大風翼, 菊本英紀, 小野浩己, 今野雅, 挾間貴雅, 岸田岳士, 中尾佳佑, 池谷 直樹, 田畑侑一, 富永禎秀

    2016年度日本建築学会学術講演会  2017.9 

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    Country:Japan  

  • Instantaneous variation of wall pressure on a cube in an urban-like array under atmospheric flow International conference

    Naoki Ikegaya, Aya Hagishima, Jun Tanimoto

    8th Japanese-German Meeting on Urban Climatology  2017.3 

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    Event date: 2017.3

    Language:English   Presentation type:Oral presentation (general)  

    Venue:Kansai University, Osaka   Country:Japan  

  • 単純粗度配列の歩行者空間を対象とした平均風速による低頻度風環境予測

    池谷 直樹, 池田恭彰, 萩島 理, 谷本 潤

    第30回数値流体力学シンポジウム CFD2016  2016.12 

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    Event date: 2016.12

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:タワーホール船堀   Country:Japan  

  • 都市の換気研究と都市-大気間スカラー輸送現象のモデル化 Invited

    池谷 直樹

    第25回 空気シンポジウム  2016.8 

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    Event date: 2016.8

    Language:Japanese   Presentation type:Symposium, workshop panel (public)  

    Venue:九州大学 筑紫キャンパス   Country:Japan  

  • 都市表面のスカラーソースによる濃度境界層のスカラー粗度長に関する考察

    池谷 直樹, 菅沼洋希, 萩島 理, 谷本 潤

    2016年度日本建築学会大会学術講演会  2016.8 

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    Event date: 2016.8

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:福岡大学 七隈キャンパス   Country:Japan  

  • 庇を有する二次元ストリートキャニオン周辺の気流場に関するPIV計測

    佐藤幹, 萩島 理, 谷本 潤, 池谷 直樹

    2015年度日本建築学会大会学術講演会  2015.9 

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    Event date: 2015.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:東海大学湘南キャンパス   Country:Japan  

  • 都市表面のスカラーソース偏在と粗度がスカラーバルク係数に及ぼす影響 第二報 バルク係数のソースサイズ依存性及びスカラー粗度長

    鄭朱娟, 萩島 理, 池谷 直樹, 谷本 潤

    2015年度日本建築学会大会学術講演会  2015.9 

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    Event date: 2015.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:東海大学湘南キャンパス   Country:Japan  

  • 立方体粗度の壁面風圧に対する非定常気流場の影響に関する数値流体解析

    池谷 直樹, 廣瀬智陽子, 萩島 理, 谷本 潤

    2015年度日本建築学会大会学術講演会  2015.9 

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    Event date: 2015.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:東海大学湘南キャンパス   Country:Japan  

  • 都市表面のスカラーソース偏在と粗度がスカラーバルク系すに及ぼす影響 第一報 実験概要及びバルク係数の測定結果

    萩島 理, 鄭朱娟, 池谷 直樹, 谷本 潤

    2015年度日本建築学会大会学術講演会  2015.9 

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    Event date: 2015.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:東海大学湘南キャンパス   Country:Japan  

  • 複雑都市形状の運動量・スカラー相似性に関する基礎的検討について Invited

    池谷 直樹

    2015年度 日本建築学会大会(関東) 環境工学部門 研究懇談会  2015.9 

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    Event date: 2015.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:東海大学湘南キャンパス   Country:Japan  

  • Characteristics of scalar dispersion from a continuous area source over a cubical array International conference

    Naoki Ikegaya, Aya Hagishima, Jun Tanimoto

    9th International Conference on Urban Climate  2015.6 

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    Event date: 2015.6

    Language:English   Presentation type:Oral presentation (general)  

    Venue:Toulouse   Country:France  

  • 単純都市形状を対象とした地表面近傍風速に関する統計的性質と突風の評価

    池谷 直樹, 池田恭彰, 萩島 理, 谷本 潤

    平成27年度日本風工学会年次研究発表会  2015.5 

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    Event date: 2015.5

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:徳島大学   Country:Japan  

  • 都市境界層内におけるスパイヤー後流と乱流境界層気流の干渉に関する基礎的検討

    池谷 直樹, Nurizzatul Atikha Binti Rahmati, 萩島 理, 谷本 潤

    日本流体力学会 年会2014  2014.9 

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    Event date: 2014.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Country:Japan  

  • 複雑形状都市におけるバルク輸送係数モデル化のための風洞実験 : 第2報 粗度高さが不均一な場合

    池谷 直樹,萩島 理,谷本 潤,成田 健一,末永 啓,前田 一行

    日本建築学会大会学術講演  2008.9 

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    Country:Japan  

  • Experimental study of geometry dependence of scalar transfer efficiency of rough surfaces International conference

    Aya Hagishima, Naoki Ikegaya, Yudai Tanaka, Jun Tanimoto, Ken-ichi Narita

    CWE2010  2010.5 

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    Country:United States  

  • Wind tunnel measurement of aerodynamic parameters of urban building arrays with random geometries International conference

    Sheikh Ahmad Zaki, Aya Hagishima, Jun Tanimoto, Naoki Ikegaya

    CWE2010  2010.5 

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    Country:United States  

  • Large-eddy simulation of scalar transport phenomena between an urban surface and atmosphere International conference

    Naoki Ikegaya, Aya Hagishima, Jun Tanimoto,Siegfried Raasch, Letzel Marcus

    CWE2010  2010.5 

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    Country:United States  

  • 立方体粗度群床面-大気間のスカラー輸送現象に関するLarge Eddy Simulation

    池谷 直樹,萩島 理,谷本 潤

    日本建築学会大会学術講演  2010.9 

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    Country:Japan  

  • 複雑都市形状における濃度プロファイル測定に基づく運動量・スカラー粗度の相似性

    池谷直樹,萩島理,谷本潤,田中雄大,成田健一

    日本建築学会大会学術講演  2011.8 

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    Country:Japan  

  • Large-Eddy Simulationによる都市キャノピー上空の境界層における乱流統計量の解析

    古賀康彦,池谷直樹,萩島理,谷本潤

    第25回数値流体シンポジウム  2011.12 

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    Country:Japan  

  • 単純粗度配列におけるキャノピー内風速と換気効果の推定

    池谷直樹,Azli Abd Razak, 萩島理,谷本潤

    第25回数値流体シンポジウム  2011.12 

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    Country:Japan  

  • Large-eddy simulation on airflow over a building arrays for assessment of well ventilated city International conference

    Naoki Ikegaya, Razak, AA, Aya Hagishima, Jun Tanimoto

    5th int. Building Physics Conference  2012.5 

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    Country:Japan  

  • Wind-tunnel experiments on scalar boundary layer over cubical block arrays International conference

    池谷 直樹, 萩島 理, 谷本 潤

    ICUC8  2012.8 

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    Country:Japan  

  • Drag coefficients of staggered arrays with various block aspect ratio International conference

    池谷 直樹, 萩島 理, 谷本 潤

    ICUC8  2012.8 

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    Country:Japan  

  • Numerical investigation of urban geometry impact on pedestrian wind environment International conference

    池谷 直樹, Razak AA, 萩島 理, 谷本 潤

    7th int. colloquium on Bluff Body Aerodynamics and Applications  2012.9 

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    Country:Japan  

  • 直方体粗度群の壁面風圧に及ぼすアスペクト比の影響に関する風洞模型実験

    波多野円, 池谷 直樹, 萩島 理, 谷本 潤

    日本建築学会  2012.9 

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    Country:Japan  

  • 都市キャノピー上空に形成される低速流体塊の統計的分析

    池谷 直樹

    日本建築学会  2012.9 

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    Country:Japan  

  • 都市キャノピー上空の低速流体塊による運動量輸送メカニズムに関する研究

    池谷 直樹

    第26回数値流体シンポジウム  2012.12 

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    Country:Japan  

  • 都市大気境界層上空の対数領域における空気力学パラメータ同定方法の考察

    池谷直樹,萩島理,谷本潤

    日本風工学会年次研究発表会  2013.5 

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    Country:Japan  

  • Stochastic characteristics of thermal load in a single dwelling in a residential building based on building energy simulation coupled with a sub-model for considering variation in behavior schedules of residents International conference

    Hagishima,A., Tanimoto, J., Ikegaya, N., Mitsuyasu, S

    13th International Conference of the International Building Performance Simulation Association  2013.8 

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  • 都市歩道空間の風環境評価のためのLarge-Eddy Simulation

    池谷 直樹, 萩島 理, 谷本 潤, 池田恭彰, Razak, Azli

    第27回数値流体力学シンポジウム  2013.12 

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    Country:Japan  

  • 都市キャノピー上空の乱流構造が運動量輸送に及ぼす影響の解明

    池谷直樹,萩島理,谷本潤,

    第27回数値流体力学シンポジウム  2013.12 

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  • 都市キャノピー上空の乱流構造が運動量輸送に及ぼす影響の解明

    池谷直樹,萩島理,谷本潤,

    第27回数値流体力学シンポジウム  2013.12 

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    Country:Japan  

  • 感染症および情報伝搬ネットワークの相違が自発的ワクチン接種行動に与える影響

    福田枝里子,谷本潤,萩島理,池谷直樹

    第19回交通流のシミュレーションシンポジウム  2013.12 

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    Country:Japan  

  • 非一様な粒子が混在した二車線系交通流における車線変更条件の提案と非対称性の再現

    藤木拓也,谷本潤,萩島理,池谷直樹,莖田慎司

    第19回交通流のシミュレーションシンポジウム  2013.12 

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    Country:Japan  

  • 経路選択問題に潜在する数理ジレンマ構造に関する研究

    中村光佑,谷本潤,萩島理,池谷直樹,藤木拓也,莖田慎司

    第19回交通流のシミュレーションシンポジウム  2013.12 

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  • ネットワーク上の同類的な繋がりの促進が囚人のジレンマゲームにおける協調進化に与える影響

    宮地浩平,谷本潤,萩島理,池谷直樹

    第19回交通流のシミュレーションシンポジウム  2013.12 

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  • 囚人のジレンマゲームにおけるゲーム対戦隣人と戦略適応隣人の分離による協調創発機構の解明

    小笠原崇,谷本潤,福田枝里子.萩島理.池谷直樹

    第19回交通流のシミュレーションシンポジウム  2013.12 

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    Country:Japan  

  • ind-induced natural ventilation in typical single storey terraced houses in Malaysia International conference

    Mohamod, M.F., Hagishima,A., Tanimoto, J., Ikegaya, N.

    13th International Conference of the International Building Performance Simulation Association  2013.12 

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    Country:Japan  

  • ind-induced natural ventilation in typical single storey terraced houses in Malaysia International conference

    Mohamod, M.F., Hagishima,A., Tanimoto, J., Ikegaya, N.

    13th International Conference of the International Building Performance Simulation Association  2013.12 

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    Country:Japan  

  • 都市境界層を模擬した粗面上の速度・湿度プロファイルの相似性に関する考察

    池谷 直樹, 萩島 理, 谷本 潤

    2014年度日本建築学会大会学術講演会  2014.9 

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    Country:Japan  

  • Unsteady numerical simulation of indoor air of a building within an urban-like boundary layer

    Adachi Y., Satonaka H., Ikegaya N., Hagishima A., Tanimoto J.

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  • Investigating statistics of peak wind speed around an isolated building model via large-eddy simulation

    Kikumoto H., Okaze T ., Ikegaya N., T ominaga Y .

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  • he 15th International conference on wind engineering

    Okaze T., Kikumoto H., Ono H., Ikegaya N., Natao K., Kishida T., Imano M., Hasama T., Tabata Y., Nagajima K., Tominaga Y.

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  • Effect of advection scheme for large-eddy simulation on turbulent flow fields around an isolated block model

    Ikegaya N., Okaze T., Kikumoto H., Imano M., Ono H., Tominaga Y.

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  • Statistical characteristics of air flow and scalar concentration within simplified urban array

    Kawaminami T., Ikegaya N., Hagishima A., Tanimoto J.

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  • 都市域に在る通風換気を採用する建物のしない気流分布に関する数値流体解析

    廣瀬智陽子,池谷直樹,萩島理,谷本潤,

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  • キャビティ流れを対象とした陽的数値解放の比較

    永田一馬,池谷直樹,萩島理,谷本潤

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  • 都市乱流境界層の数値流体解析と風洞実験における駆動条件の違いに関する考察,

    池谷直樹,真光俊樹,

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  • 都市乱流境界層の数値流体解析における駆動条件による乱流統計量への影響,

    真光俊樹,池谷直樹,萩島理,谷本潤

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  • 近赤外分光法によるバルクスカラー輸送係数計測システムの開発

    池谷直樹,江嶋紘志,萩島理

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  • 都市キャノピー内外の気流と壁面風圧に関するスペクトル解析,

    廣瀬智陽子,池谷直樹,萩島理

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  • キャビティ流れを対象とした格子ボルツマン法と陽的数値流体解放の比較

    永田一馬,池谷直樹,谷本潤,キ

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  • 心房細動に関連する腎病変の検討

    池谷 直樹, 大島 一憲, 山下 敦, 岩倉 圭佑, 大森 加奈子, 関 常司, 菱田 明

    日本腎臓学会誌  2024.6  (一社)日本腎臓学会

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  • 呼称関連スペクトル応答を組み込んだAI予測モデルによるてんかん術後の認知機能の転帰予測

    園田 真樹, 林 貴啓, 池谷 直樹, 高山 裕太郎, 東島 威史, 飯村 圭哉, 大沢 伸一郎, 岩崎 真樹, 中里 信和, 山本 哲哉, 浅野 英司

    てんかん研究  2022.8  (一社)日本てんかん学会

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  • 下肢整形外科手術後の静脈血栓塞栓症予防における抗凝固薬の比較

    渡部 紘三, 林 豊, 長谷川 裕基, 朔 伊作, 関 常司, 菱田 明, 池谷 直樹

    日本血栓止血学会誌  2022.5  (一社)日本血栓止血学会

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  • ローランドおよびローランド周囲難治性てんかんにおけるStereoelectroencephalography(SEEG)(Stereoelectroencephalography(SEEG) in the Rolandic and peri-Rolandic medically refractory epilepsy)

    Ikegaya Naoki, Aung Thandar, Hect Jasmine, Mallela Arka, Gonzalez-Martinez Jorge

    てんかん研究  2024.9  (一社)日本てんかん学会

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  • コロナ禍の脳波検査技師のストレス要因に関する全国調査の事後解析 自由記述データを用いたテキスト分析

    岩山 孝幸, 黒田 直生人, 久保田 隆文, 堀之内 徹, 池谷 直樹, 北澤 悠, 小玉 聡, 松原 鉄平, 梛野 尚人, 音成 秀一郎, 曽我 天馬, 曽根 大地, 高山 裕太郎, 倉持 泉, 日本若手てんかん従事者部門(YES-Japan)

    てんかん研究  2022.8  (一社)日本てんかん学会

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  • てんかん診療連携 VNS植込み手術実施施設の立場から

    池谷 直樹

    脳と発達  2022.5  (一社)日本小児神経学会

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  • てんかん患者の主観的記憶評価に影響を与える神経心理学的問題についての検討

    岡崎 光俊, 須永 敦子, 岩崎 真樹, 渡邊 さつき, 池谷 直樹

    てんかん研究  2024.9  (一社)日本てんかん学会

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  • てんかん外科、定位・機能神経外科における可視化技術の現在と展望 Cirqロボットアームシステムを用いたSEEGの精度検証

    高山 裕太郎, 池谷 直樹, 園田 真樹, 山本 哲哉

    日本定位・機能神経外科学会プログラム・抄録集  2024.1  (一社)日本定位・機能神経外科学会

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  • てんかんのDBS治療 視床亜核とてんかんの臨床

    池谷 直樹, アン・タンドラ , ダミアニ・アリアナ , ヘクト・ジャスミン , マレラ・アルカ , ゴンザレス-マルティネス・ホルヘ

    てんかん研究  2024.9  (一社)日本てんかん学会

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  • IgA腎症患者に対しダパグリフロジンを投与後,痛風発作を来した一例

    太田 由衣, 徐 煕允, 大島 一憲, 池谷 直樹, 大浦 正晴, 関 常司, 菱田 明

    日本腎臓学会誌  2022.10  (一社)日本腎臓学会

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  • IDH1変異グリオーママウスモデルにおける変異型IDH1阻害剤のてんかん抑制効果の検討

    林 貴啓, 立石 健祐, 池谷 直樹, 園田 真樹, 高山 裕太郎, 宮崎 智之, 中島 和希, 山本 哲哉

    てんかん研究  2023.9  (一社)日本てんかん学会

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  • DOAC処方における処方適正率の調査と過少投与となる因子の探索

    渡部 紘三, 池谷 直樹, 菱田 明, 林 豊, 関 常司

    日本血栓止血学会誌  2023.5  (一社)日本血栓止血学会

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  • Cirqロボットアームシステムを用いた定位的頭蓋内電極留置の有用性と課題

    園田 真樹, 高山 裕太郎, 東島 威史, 池谷 直樹, 山田 祐希, 山本 哲哉

    てんかん研究  2024.9  (一社)日本てんかん学会

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  • CirqロボットアームによるSEEG Tips and Pitfalls

    池谷 直樹, 高山 裕太郎

    てんかん研究  2023.9  (一社)日本てんかん学会

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  • 日本におけるCOVID-19パンデミック下でてんかん診療に携わる医師の遠隔医療に対する障壁(Barriers to telemedicine among physicians in epilepsy care during the COVID-19 pandemic in Japan)

    Kubota Takafumi, Kuroda Naoto, Horinouchi Toru, Ikegaya Naoki, Kitazawa Yu, Kodama Satoshi, Kuramochi Izumi, Matsubara Teppei, Nagino Naoto, Neshige Shuichiro, Soga Temma, Takayama Yutaro, Sone Daichi

    臨床神経学  2022.10  (一社)日本神経学会

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  • 発熱を呈さないインフルエンザ感染症で,横紋筋融解症を来した1例

    山下 敦, 池谷 直樹, 藤本 拓也, 米山 雅彦, 大島 一憲, 菱田 明, 関 常司

    日本プライマリ・ケア連合学会学術大会  2024.6  (一社)日本プライマリ・ケア連合学会

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  • 直接経口抗凝固薬(DOAC)の処方適正率と過量投与の原因についての検討

    渡部 紘三, 池谷 直樹, 林 豊, 菱田 明, 関 常司

    日本腎臓学会誌  2023.5  (一社)日本腎臓学会

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  • 糖尿病性ケトアシドーシスにおける急性腎障害と酸塩基平衡

    池谷 直樹, 徐 煕允, 大島 一憲, 畠山 寛, 大浦 正晴, 関 常司, 菱田 明

    日本腎臓学会誌  2022.5  (一社)日本腎臓学会

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  • 糖尿病性腎症によるネフローゼ症候群の経過中にギラン・バレー症候群を発症し、血液透析導入に至った1例

    島崎 めぐみ, 内田 宗吾, 石井 裕彬, 菊池 瑛世, 森下 杏早, 板谷 三紀子, 鈴木 洋司, 大浦 正晴, 池谷 直樹, 酒井 直樹, 関 常司, 菱田 明

    日本透析医学会雑誌  2022.5  (一社)日本透析医学会

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  • 背景の非腫瘍性神経細胞にTauタンパク沈着を伴っていた、側頭葉発生の血管中心性膠腫の一例

    岩下 広道, 山中 正二, 奥寺 康司, 池谷 直樹, 三宅 勇平, 立石 健祐, 山本 哲哉, 横尾 英明, 藤井 誠志

    日本病理学会会誌  2022.3  (一社)日本病理学会

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  • 脳波判読結果の緊急報告が治療につながったCPA蘇生後てんかん重積の2例

    津藤 有子, 新井 めぐみ, 若杉 志穂, 市川 朋亮, 福野 よしみ, 池谷 直樹

    てんかん研究  2022.6  (一社)日本てんかん学会

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  • 脳腫瘍研究のcutting edge-先端画像、実験/分子病理、デジタル病理- BRAF変異神経膠腫耐性機序解明とHSP90を標的とした治療法の開発

    立石 健祐, 笹目 丈, 池谷 直樹, 棗田 学, 岩下 広道, 山中 正二, 河津 正人, 山本 哲哉

    Brain Tumor Pathology  2022.5  日本脳腫瘍病理学会

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  • 腎機能障害がある急性虚血性脳卒中患者に対するrt-PA静注療法の安全性についての検討

    渡部 紘三, 林 豊, 池谷 直樹

    日本血栓止血学会誌  2024.5  (一社)日本血栓止血学会

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  • 術中リアルタイムPCRによりBRAF V600E遺伝子変異を検出したgangliogliomaの一例

    林 貴啓, 池谷 直樹, 笹目 丈, 大島 聡人, 本間 博邦, 三宅 勇平, 立石 健祐, 山本 哲哉

    てんかん研究  2022.6  (一社)日本てんかん学会

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  • 院内クレアチニンクリアランス表示追加による抗凝固薬の処方適正率の変化の検討

    渡部 紘三, 林 豊, 朔 伊作, 菱田 明, 池谷 直樹

    日本腎臓学会誌  2024.6  (一社)日本腎臓学会

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  • 静脈血栓症予防に関する抗凝固薬の投与量決定における腎機能推算式の比較

    渡部 紘三, 長谷川 裕基, 加藤 純, 林 豊, 朔 伊作, 菱田 明, 関 常司, 池谷 直樹

    日本腎臓学会誌  2022.5  (一社)日本腎臓学会

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  • 骨内動静脈瘻の解剖学的特徴と大後頭孔周囲の静脈ネットワークを介した経静脈的塞栓術

    飯田 悠, 清水 信行, 鈴木 良介, 三宅 勇平, 高山 裕太郎, 園田 真樹, 池谷 直樹, 堀 聡, 佐藤 充, 立石 健祐, 末永 潤, 山本 哲哉

    脳血管内治療  2022.11  (一社)日本脳神経血管内治療学会

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MISC

  • 意識障害で入院した高齢末期腎不全患者

    山下 敦, 井沢 理乃, 有馬 雅博, 大島 一憲, 池谷 直樹

    臨床透析   40 ( 10 )   1337 - 1342   2024.9   ISSN:0910-5808

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    Language:Japanese   Publisher:(株)日本メディカルセンター  

    <文献概要>症例:83歳,女性 主訴:意識障害 既往歴:60歳時に高血圧症と2型糖尿病を診断された.家族歴:特記すべきことはない.生活歴:要介護3,ADL全介助,次女・孫と同居 内服薬:ミチグリニドカルシウム水和物40mg,テネリグリプチン臭化水素酸塩水和物20mg,アムロジピンベシル酸塩5mg,アゾセミド30mg,酸化マグネシウム2,000mg,エロビキシバット水和物20mg 現病歴:82歳時にCKD Stage 5に至り保存的腎臓療法の方針となり,訪問診療が開始された.入院150日前,便秘症に対し酸化マグネシウム1,000mgの内服が開始された.入院120日前,高カリウム血症で入院となり,ポリスチレンスルホン酸カルシウム75gが開始された.入院135日前,便秘が増悪したため酸化マグネシウムが2,000mgまで増量された.入院当日,呼びかけに反応がないため救急搬送され,傾眠傾向,血圧低下,徐脈などを指摘され精査・加療目的に入院となった.

  • 目でみるてんかん Insulaの構造と機能

    池谷 直樹, 岩崎 真樹

    Epilepsy: てんかんの総合学術誌   16 ( 2 )   82 - 84   2022.12   ISSN:1882-1480

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  • 【成長につながる手術支援ロボットの実力】最新のシステムがもたらす臨床・運営的意義 本邦初の脳神経外科領域での手術支援ロボットアームCirq運用の実際と効果

    池谷 直樹, 三宅 勇平, 佐藤 充, 山本 哲哉

    新医療   49 ( 7 )   72 - 75   2022.7   ISSN:0910-7991

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    Language:Japanese   Publisher:(株)エムイー振興協会  

    脳神経外科領域では本邦で初めてとなるCirqロボットアームシステムを導入した。精密な手術を、短時間かつヒューマンエラーを回避して実施する効果が期待される。定位的頭蓋内脳波(SEEG)実施時の電極植込と脳腫瘍生検術で運用を開始した。初期の評価について概説する。(著者抄録)

  • Insularとinsulo-ipercularのてんかん手術のリスク(The risks of insular and insulo-opercular epilepsy surgery)

    Hayashi Takahiro, Ikegaya Naoki

    Epilepsy & Seizure   14 ( 1 )   25 - 33   2022

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    Language:English   Publisher:(一社)日本てんかん学会  

Professional Memberships

  • 大気環境学会

    2023 - Present

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  • 室内環境学会

    2020 - Present

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  • 日本流体力学会

    2015 - Present

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  • 日本風工学会

    2010 - Present

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  • 日本建築学会

    2007 - Present

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  • AIJ

  • SHASE

  • JSFM

  • Japan Association for Wind Engineering

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Academic Activities

  • Screening of academic papers

    Role(s): Peer review

    2023

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    Type:Peer review 

    Number of peer-reviewed articles in foreign language journals:36

    Number of peer-reviewed articles in Japanese journals:0

    Proceedings of International Conference Number of peer-reviewed papers:0

    Proceedings of domestic conference Number of peer-reviewed papers:0

  • Screening of academic papers

    Role(s): Peer review

    2022

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    Type:Peer review 

    Number of peer-reviewed articles in foreign language journals:26

    Number of peer-reviewed articles in Japanese journals:0

    Proceedings of International Conference Number of peer-reviewed papers:0

    Proceedings of domestic conference Number of peer-reviewed papers:0

  • Screening of academic papers

    Role(s): Peer review

    2021

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    Type:Peer review 

    Number of peer-reviewed articles in foreign language journals:20

    Number of peer-reviewed articles in Japanese journals:1

    Proceedings of International Conference Number of peer-reviewed papers:0

    Proceedings of domestic conference Number of peer-reviewed papers:0

  • Screening of academic papers

    Role(s): Peer review

    2020

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    Type:Peer review 

    Number of peer-reviewed articles in foreign language journals:20

    Number of peer-reviewed articles in Japanese journals:1

    Proceedings of International Conference Number of peer-reviewed papers:0

    Proceedings of domestic conference Number of peer-reviewed papers:1

  • Screening of academic papers

    Role(s): Peer review

    2019

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    Type:Peer review 

    Number of peer-reviewed articles in foreign language journals:6

    Number of peer-reviewed articles in Japanese journals:0

    Proceedings of International Conference Number of peer-reviewed papers:0

    Proceedings of domestic conference Number of peer-reviewed papers:0

  • Screening of academic papers

    Role(s): Peer review

    2018

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    Type:Peer review 

    Number of peer-reviewed articles in foreign language journals:10

    Number of peer-reviewed articles in Japanese journals:0

    Proceedings of International Conference Number of peer-reviewed papers:0

    Proceedings of domestic conference Number of peer-reviewed papers:3

  • 座長

    第31回数値流体シンポジウム CFD2017  ( Japan ) 2017.12 - 2018.6

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    Type:Competition, symposium, etc. 

  • 司会(Moderator)

    2017年度日本建築学会学術講演会  ( Japan ) 2017.9

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    Type:Competition, symposium, etc. 

  • Screening of academic papers

    Role(s): Peer review

    2017

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    Type:Peer review 

    Number of peer-reviewed articles in foreign language journals:8

    Number of peer-reviewed articles in Japanese journals:2

    Proceedings of International Conference Number of peer-reviewed papers:0

    Proceedings of domestic conference Number of peer-reviewed papers:0

  • 座長(Chairmanship)

    第30回数値流体シンポジウム CFD2016  ( Japan ) 2016.12

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    Type:Competition, symposium, etc. 

  • 司会(Moderator)

    2016年度日本建築学会大会学術講演会  ( Japan ) 2016.8

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    Type:Competition, symposium, etc. 

  • 司会(Moderator)

    2015年度日本建築学会大会学術講演会  ( Japan ) 2015.9

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    Type:Competition, symposium, etc. 

  • 司会(Moderator)

    2014年度日本建築学会大会学術講演会  ( Japan ) 2014.9

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    Type:Competition, symposium, etc. 

  • 司会(Moderator)

    2012年度日本建築学会大会学術講演会  ( Japan ) 2012.9

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Research Projects

  • Simultaneous multi-variable measurements of velocity and scalar fields for inductive environmental assessment

    Grant number:23K26263  2023.4 - 2026.3

    Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

    池谷 直樹, WANG WEI

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    Grant type:Scientific research funding

    本研究は,都市空間において建物群が影響を及ぼす強風,弱風,物質交換,通風換気などの屋内外の環境評価において,瞬時量から時空間平均量を学習探索により決定するという帰納的評価手法に向けた多変量同時計測手法を確立することを目的とする.環境評価に対する学習問題設定を行うとともに,それに要請される速度・濃度場データを取得するための多変量多点同時計測技術を発展させるため,学習探索に要請される瞬間速度・スカラー濃度の多点同時計測手法の確立,入力量としての瞬時速度・濃度場と教師データとしての時空間平均量取得,瞬時速度・濃度場から時空間平均量を推定する帰納的環境評価手法の提案の三つのサブテーマを実施する

    CiNii Research

  • 帰納的環境評価に向けた都市建物群による乱流場・濃度場の多変量同時計測

    Grant number:23H01569  2023 - 2025

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

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    Authorship:Principal investigator  Grant type:Scientific research funding

  • Vortex scales affecting on urban ventilation, building wind, and cross ventilation

    Grant number:23K17789  2023 - 2024

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Challenging Research(Exploratory)

    池谷 直樹, 廣瀬 智陽子

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    都市域の風は建物群が作る大小様々な渦が重畳された乱流により構成されており,通風換気,ビル風,都市換気など大小様々な空間スケールの空気流動現象に影響する.こうした対象と現象のスケール多様性から,都市域の風を建築学の観点において有効に利用することを目的に,空間スケールの異なる空気流動現象に強く影響する乱れの渦サイズを明らかにする.加えて,基礎学門の知見を実学としての建築学に波及させる.以上より,本課題は,建築を取り巻く多様な空間スケールの空気流動現象に対して,影響力のある渦サイズと乱流エネルギースペクトルの関係を解明し,都市・建築デザインにおける有効な風利用のための直感的な渦サイズを明示する.

    CiNii Research

  • Building a framework for identifying mitigation of health risks due to the living environment of urban slums in developing countries.

    Grant number:23K22922  2022.4 - 2025.3

    Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

    萩島 理, 谷本 潤, 池谷 直樹

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    Grant type:Scientific research funding

    世界人口の7割以上を占める開発途上地域では、急激な都市化のプロセスで上下水道や道路等のインフラが未整備な都市スラムが形成される。この地区の住民は低品質の住環境による高い健康リスクに曝露されているが、建築環境工学研究の対象として取り上げられる事は少ない。それに対し本課題はインドネシアのジャワ島中部の都市スラムを対象として、フィールド調査による住環境の物理的な質(熱・湿気環境、空気質、水質)の実態把握を行った上で、現地の経済条件や気候風土、生活習慣に即したaffordableな環境改善方策を提示する事を目的とする。

    CiNii Research

  • 都市域風環境の革新的評価手法の研究開発

    Grant number:2021 - 2023

    Grants-in-Aid for Scientific Research  JST創発的研究支援事業

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    Authorship:Principal investigator  Grant type:Competitive funding other than Grants-in-Aid for Scientific Research

  • Explicit method for unsteady fluid dynamics simulation

    Grant number:21K18770  2021 - 2022

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Challenging Research(Exploratory)

    Ikegaya Naoki

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    The velocity fields around buildings are solved using computational fluid dynamics approaches; however, unsteady simulations require huge numerical demands. Therefore, this research proposed a new calculation approach explicated determine the velocity field based on Eulerian governing equations. First, a new concept to consider the virtual particles is introduced to theoretically determine the propagation velocity of the sound wave and pressure values based on the numerical grid system. Second, the velocity fields were simulated using the proposed method and conventional method relaying on implicit numerical approaches. The results clearly showed that proposed method can accurately reproduce the velocity field with shorter numerical simulation time. The study, therefore, was able to achieve the research aims targeted to propose a new methodology which theoretically reasonable to determine the pressure fields with less computational costs.

    CiNii Research

  • Establishing a new concept of comprehensive simulation science dovetailing CFD and MAS for evaluating urban environment and potential risks

    Grant number:20H02314  2020.4 - 2023.3

    Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

    Tanimoto Jun

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    Grant type:Scientific research funding

    In order to build a brand-new concept; CFD+MAS Joint Simulation, we successfully delivered the fundamental template (or say, prototype) in which a framework of Self-driven Particle Simulation system, that is called Multi Agent Simulation (MAS), is dovetailed with a CFD (Computer Fluid Dynamics) simulation. More precisely, a MAS follows the kernel of LES, which is one of the resolvable CFD systems to chase a time-evolution of continuum physical properties such as the concentration of pollutants, virions and others. In view of applications, we paved the fundamental theories and simulation core for i) quantifying the turbulence mixing effect in an urban canopy enhanced by shear supply by moving vehicles, and ii) risk assessment in a closed built environment in which susceptible individuals and infectious (and infected) individuals co-exist who are both treated as ‘moving’ pedestrians. In conclusion, we are able to a good inception to be extended to new discipline; ‘Simulationaolgy’.

    CiNii Research

  • 都市空間の低頻度風速発生機構解明のための理論的研究

    Grant number:17KK0117  2018 - 2020

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Fostering Joint International Research

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    Authorship:Principal investigator  Grant type:Scientific research funding

  • 都市キャノピー空間を対象とした低頻度高リスク環境の評価と予測

    Grant number:17H04946  2017 - 2020

    Grants-in-Aid for Scientific Research  Grant-in-Aid for Young Scientists (A)

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    Authorship:Principal investigator  Grant type:Scientific research funding

  • LIXIL住生活財団,非定常換気量推定のための実スケール屋外実験

    2017

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    Grant type:Donation

  • 居住者行動の確率性を考慮した新しいエネルギの時系列デマンド予測体系の提案

    Grant number:15K06324  2015 - 2017

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

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    Authorship:Coinvestigator(s)  Grant type:Scientific research funding

  • 数値流体解析による建築物の通風換気に対する都市内非定常・非一様気流場の影響評価

    Grant number:15K14078  2015 - 2016

    Grants-in-Aid for Scientific Research  Grant-in-Aid for challenging Exploratory Research

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    Authorship:Principal investigator  Grant type:Scientific research funding

  • 交通流マルチエージェントシミュレーションと運動量・スカラー拡散CFD技術の融合

    Grant number:15K14077  2015 - 2016

    Grants-in-Aid for Scientific Research  Grant-in-Aid for challenging Exploratory Research

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    Authorship:Coinvestigator(s)  Grant type:Scientific research funding

  • 複雑都市キャノピーによる乱流が運動量スカラー輸送に及ぼす物理機構の解明とモデル化

    Grant number:25289196  2013 - 2015

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

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    Authorship:Coinvestigator(s)  Grant type:Scientific research funding

  • 都市キャノピー構成要素が生成する非定常・非一様気流場の数値流体解析

    Grant number:25820282  2013 - 2014

    Grants-in-Aid for Scientific Research  Grant-in-Aid for Young Scientists (B)

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    Authorship:Principal investigator  Grant type:Scientific research funding

  • インフルエンザパンデミックを阻止する社会的協調行動の創発機構のモデル化と解明

    Grant number:25560165  2013 - 2014

    Grants-in-Aid for Scientific Research  Grant-in-Aid for challenging Exploratory Research

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    Authorship:Coinvestigator(s)  Grant type:Scientific research funding

  • 居住者行動の確率変動を考慮したユーティリティデマンド予測モデル構築とシナリオ分析

    Grant number:24560716  2012 - 2014

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

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    Authorship:Coinvestigator(s)  Grant type:Scientific research funding

  • 複雑都市形状が都市‐大気間の物質輸送メカニズムに及ぼす影響の解明

    Grant number:24860047  2012 - 2013

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Research Activity start-up

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    Authorship:Principal investigator  Grant type:Scientific research funding

  • 教職員の海外派遣等支援

    2012

    九州大学基金支援助成事業・教職員の海外派遣等支援

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    Authorship:Principal investigator  Grant type:On-campus funds, funds, etc.

  • 複雑都市形状が及ぼす物質輸送メカニズムの解明に関する都市気候学的研究

    Grant number:22・1511  2010 - 2011

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for JSPS Fellows

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    Authorship:Principal investigator  Grant type:Scientific research funding

  • ウランバートル市の都市居住者ゲルの熱環境改善及び大気環境負荷低減

    Grant number:19K04730 

    萩島 理, 池谷 直樹

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    Grant type:Scientific research funding

    外気温が冬は-40℃を下回るモンゴルの首都ウランバートルは、現在、世界最悪の大気汚染に悩まされている。この主要因は、急激な人口増加で無計画にスプロールしたゲル地区に集積するゲルで使われている石炭ストーブの排ガスである。これに対し本課題はゲルの室内熱環境改善と大気汚染物質排出量削減を目標とする。具体的には、居住者の生活する条件でのゲルの室内熱環境実測、ゲルの高断熱高気密化のための手法開発、ゲル改良及び石炭ストーブを寒冷地向けヒートポンプへ転換した場合の室内熱環境、エネルギー/電力消費量及び大気環境へのインパクトの定量化を行い、社会実装へのロードマップを示す。

    CiNii Research

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Class subject

  • 総合理工学修士実験

    2023.4 - 2024.3   Full year

  • 総合理工学修士演習

    2023.4 - 2024.3   Full year

  • 総合理工学修士演習

    2023.4 - 2024.3   Full year

  • モデリングとシミュレーション

    2023.4 - 2023.6   Spring quarter

  • 総合理工学修士演習

    2022.4 - 2023.3   Full year

  • 環境エネルギー工学博士論文演習

    2022.4 - 2023.3   Full year

  • エネルギー科学とマネージメントⅢ(鄭 萬溶)

    2022.4 - 2023.3   Full year

  • 輸送現象論Ⅰ

    2022.4 - 2023.3   Full year

  • 輸送現象論Ⅱ

    2022.4 - 2023.3   Full year

  • 輸送現象論

    2022.4 - 2023.3   Full year

  • 総合理工学修士実験

    2022.4 - 2023.3   Full year

  • エネルギー工学実験

    2022.4 - 2022.9   First semester

  • 国内研究インターンシップ

    2022.4 - 2022.9   First semester

  • モデリングとシミュレーション

    2022.4 - 2022.6   Spring quarter

  • 輸送現象論Ⅱ(25クラス)

    2021.12 - 2022.2   Winter quarter

  • 輸送現象論(25クラス)

    2021.10 - 2022.3   Second semester

  • 輸送現象論Ⅰ(25クラス)

    2021.10 - 2021.12   Fall quarter

  • 環境エネルギー工学博士論文演習

    2021.4 - 2022.3   Full year

  • エネルギー工学実験

    2021.4 - 2021.9   First semester

  • モデリングとシミュレーション

    2021.4 - 2021.6   Spring quarter

  • 輸送現象論Ⅱ(25クラス)

    2020.12 - 2021.2   Winter quarter

  • 流体工学基礎

    2020.10 - 2021.3   Second semester

  • 輸送現象論(25クラス)

    2020.10 - 2021.3   Second semester

  • 輸送現象論Ⅰ(25クラス)

    2020.10 - 2020.12   Fall quarter

  • エネルギー工学実験

    2020.4 - 2020.9   First semester

  • 課題集約演習

    2018.10 - 2019.3   Second semester

  • エネルギー工学実験

    2018.4 - 2018.9   First semester

  • 課題集約演習

    2017.10 - 2018.3   Second semester

  • エネルギー工学演習

    2017.10 - 2018.3   Second semester

  • エネルギー工学実験

    2017.4 - 2017.9   First semester

  • 課題集約演習

    2016.10 - 2017.3   Second semester

  • エネルギー工学演習

    2016.10 - 2017.3   Second semester

  • エネルギー工学実験

    2016.4 - 2016.9   First semester

  • エネルギー工学演習

    2015.10 - 2016.3   Second semester

  • 課題集約演習

    2015.10 - 2016.3   Second semester

  • エネルギー工学実験

    2015.4 - 2015.9   First semester

  • エネルギー工学演習III

    2014.10 - 2015.3   Second semester

  • 課題集約演習

    2014.10 - 2015.3   Second semester

  • 課題集約演習

    2013.10 - 2014.3   Second semester

  • コアセミナー

    2013.4 - 2013.9   First semester

  • エネルギー工学実験

    2013.4 - 2013.9   First semester

  • エネルギー工学演習Ⅲ(分担)

    2012.10 - 2013.3   Second semester

  • 課題集約演習

    2012.10 - 2013.3   Second semester

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Other educational activity and Special note

  • 2023  Class Teacher  学部

  • 2020  Class Teacher  学部

Social Activities

  • 建物群キャノピー流れにPIVを適用するためのレーザーシート光学系の構築

    平成29年度 東京工芸大学・風工学共同研究拠点合同研究集会  2018.2

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    Audience:General, Scientific, Company, Civic organization, Governmental agency

    Type:Lecture

  • 2016年度総理工セミナー/粗面境界層としての都市空間の流れ

    九州大学大学院総合理工学府  九州大学 筑紫キャンパス  2016.10

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    Audience:General, Scientific, Company, Civic organization, Governmental agency

    Type:Seminar, workshop

Travel Abroad

  • 2024.1

    Staying countory name 1:Malaysia   Staying institution name 1:Universiti Teknologi MARA

  • 2023.3

    Staying countory name 1:Other   Staying institution name 1:The University of Hong Kong

  • 2023.1 - 2023.2

    Staying countory name 1:Malaysia   Staying institution name 1:Universiti Teknologi MARA

  • 2020.1 - 2020.2

    Staying countory name 1:United States   Staying institution name 1:NCAR, National Center for Atmospheric Research (NCAR), The United States of America

  • 2019.4 - 2020.1

    Staying countory name 1:Australia   Staying institution name 1:CSIRO, Commonwealth Scientific and Industrial Research Organisation

  • 2018.11 - 2017.11

    Staying countory name 1:Malaysia   Staying institution name 1:Malaysia-Japan International Institute of Technology, UTM

  • 2016.2 - 2016.3

    Staying countory name 1:Malaysia   Staying institution name 1:Malysia-Japan International Institute of Technology, UTM KL

  • 2015.5

    Staying countory name 1:Malaysia   Staying institution name 1:Malysia-Japan International Institute of Technology, UTM KL

  • 2014.8

    Staying countory name 1:Malaysia   Staying institution name 1:Malysia-Japan International Institute of Technology, UTM KL

  • 2009.3 - 2009.9

    Staying countory name 1:Germany   Staying institution name 1:Leibniz University Hannover

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