Faculty Profiles - HAGISHIMA AYA

Information

写真a

HAGISHIMA AYA

Organization

Faculty of Engineering Sciences Department of Internationalization and Future Conception Professor
Office for the Promotion of Gender Equality （Joint Appointment）
Research Center for Green Technology （Joint Appointment）
School of Engineering （Joint Appointment）
Interdisciplinary Graduate School of Engineering Sciences Department of Interdisciplinary Engineering Sciences（Joint Appointment）

Contact information

Profile

As educational activities, Dr. Hagishima has the chair of lectures of fluid dynamics and heat transfer engineering for undergraduate students at the department of energy science and engineering, school of engineering, and lectures of micro-climatology for graduate students at the department of energy and environmental engineering, interdisciplinary graduate school of engineering and sciences. In addition, she educates students as their supervisor through research projects for undergraduate thesis, master thesis, and doctor thesis. Furthermore, she has actively accepted international students. Her research activities can be categorized in the following academic fields; urban climatology, wind engineering and building environmental engineering. The recent research interests are summarized as follows. 1.Sustainable designs of buildings and urban districts tailored to local climate and cultural background - Evaluation of passive design technique based on building energy simulation - Estimation of natural ventilation efficiency of houses by using CFD technique - Thermal mitigation effects of urban vegetation 2.Development of a prediction tool of total utility demand in residence considering diverse inhabitants' behavior - Modeling of the usage of air-conditioners in residence - Monte Carlo calculation of building energy simulation for estimating energy demand of urban districts - Stochastic characteristics of the thermal requirement for space heating and cooling in residence 3.Questionnaire surveys on people’s environmental consciousness and eco-friendly behavior - Cross cultural comparisons - Conjoint analysis on the preference of environmental design of buildings The fruits of the work have been published as research articles in the relevant international journal as well as presented in international conferences. In addition, she has served on various advisory panels for environmental conservation, environmental assessment and urban planning of local governments as an academic expert.

Homepage

https://igses.kyushu-u.ac.jp/tanimoto/en/
Website on lab
https://www.researchgate.net/profile/Aya-Hagishima-2
Researchgate
https://scholar.google.co.jp/citations?user=BpY71S4AAAAJ&hl=ja
Google Scholar
https://researchmap.jp/Aya_Hagishima?lang=en
Researchmap

External link

Research Areas

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

Degree

Doctor of Engineering

Research History

Kyushu University Faculty of Engineering Sciences Professor

2016.4 - Present

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東京大学施設部(1998-1999)

Research Interests・Research Keywords

Research theme：Sustainable city

Keyword：Sustainable city

Research period： 2024
Research theme：Energy demand

Keyword：Energy demand

Research period： 2024
Research theme：Green Building Technology

Keyword：Green Building Technology

Research period： 2024
Research theme：Passive design

Keyword：Passive design

Research period： 2024
Research theme：Wind engineering

Keyword：Wind engineering

Research period： 2024
Research theme：Urban heat island

Keyword：Urban heat island

Research period： 2024
Research theme：Urban climatology

Keyword：Urban climatology

Research period： 2024
Research theme：Statistical analysis of time patterns of household energy demand

Keyword：demand forecast, energy saving, occupants behaviour

Research period： 2015.3 - 2025.3
Research theme：Study on the time patterns of energy use and air-conditioning operation in residential buildings in a tropical emerging country

Keyword：Occupants behaviour, building energy simulation, thermal comfort,

Research period： 2014.4 - 2024.3
Research theme：Study on the unsteady ventilation of urban buildings affected by urban canopy turbulence

Keyword：Wind tunnel experiment, particle image velocimetry, Computational fluid dynamics, large eddy simulationm RANS

Research period： 2014.4 - 2020.3
Research theme：Aerodynamic interaction between wake past a slender obstacle and rough wall boundary layear

Keyword：Wind tunnel experiment, Particle Image Velocimetry, Laser Doppler velocimetry

Research period： 2014.4 - 2017.3
Research theme：Development of Total Utility Demand Prediction System TUD-PS Considering Variation in the Behavior Schedules of Residents and Analysis on Stochastic Characteristics of Cooling/Heating Load

Keyword：Simulation, thermal load, behavior schedule

Research period： 2009.4 - 2020.3
Research theme：Geometry dependency of Urban airflow and scalar transfer process within and above urban building canopy

Keyword：Wind tunnel experiment, Large eddy simulation, drag coefficient, roughness length, transfer coefficient, Urban boundary layer

Research period： 2005.5 - 2016.3

Awards

2015年日本建築学会賞(論文)

2015.4 日本建築学会賞都市のみどりと建築群が都市気候へ与える影響の予測評価のための基礎的研究

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当人は、これまで都市のヒートアイランド現象に代表される都市気候や建物周辺の屋外空間における温度場・速度場などの微気象現象を主たるテーマとし、併せて小は建築物理スケール、大は建築都市環境工学のアプリ対象としての社会システムに跨る幅広い空間スケールに関する研究分野で穣かな実績を上げてきた。その成果は107編の審査付学術論文，35編の国際会議論文(プロシーディングス)として報告されている。本受賞は、その中の17編を対象とするものである。
日本建築学会奨励賞

2003.3 日本建築学会改良・建築−都市−土壌連成系モデル(AUSSSM)による都市高温化の構造解析

Papers

Evaluating Demand Response Potential of Air Conditioners in Residential Sector: A Data-Driven Approach Estimating Room Temperature Reviewed International journal

Tetsushi Ono, Aya Hagishima, Jun Tanimoto

2023 IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia) 2023.11 （ ISBN:9798350327748 ）

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Language：English Publishing type：Research paper (scientific journal)

With the rapid spread of renewable energy, the utilizing residential air conditioners (AC) for demand response (DR) is gaining importance. As resource aggregators seek to manage the flexibility offered by a large number of AC units, accurately estimating the DR potential of ACs is essential for successful bidding in the balancing market. This study introduced a data-driven method that leverages measured electricity data from residential ACs to evaluate the DR potential and estimate the room temperature without the complex model of thermal conduction. The proposed method comprises three components: estimating the AC turn-on/off states, calculating time-dependent parameters for room temperature estimation, and determining the room temperature and AC electricity consumption after DR implementation. A case study was conducted using data from 479 dwellings in Osaka, Japan, to assess the downward DR potential during the cooling season. Results indicate a median DR potential ranging from 9.2% to 18.7% of total AC electricity consumption. This study provides valuable insights into leveraging residential ACs as flexible resources for demand response, empowering resource aggregators to make informed decisions in a balanced market.

DOI： 10.1109/isgtasia54891.2023.10372682

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Other Link： https://ieeexplore.ieee.org/abstract/document/10372682
Aggregated peak-load analysis and demand response potential of a residential building in Osaka, Japan Reviewed International journal

Nishat Tasnim Toosty, Shota Shimoda, Aya Hagishima

Environment, Development and Sustainability 2023.11 （ ISSN:1387-585X eISSN:1573-2975 ）

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.1007/s10668-023-04171-3

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Repository Public URL： https://hdl.handle.net/2324/7174376
Impact of Escalating Heat Waves on Students’ Well-Being and Overall Health: A Survey of Primary School Teachers Reviewed International journal

Betty Lala, Aya Hagishima

Climate 11 ( 6 ) 2023.6 （ eISSN:2225-1154 ）

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Children in developing countries such as India will experience severe consequences of climate change. Primary school students, in particular, are the most vulnerable to extreme weather conditions, such as heat waves intensifying due to climate change. This will adversely impair their development, well-being, and learning outcomes. However, significant research gaps exist in understanding and mitigating children’s vulnerabilities. There is an urgent need for a deeper understanding of the impact of heat waves on children’s health and well-being in India. Further, the discussion on the state of heat safety in Indian primary schools is limited. This study addresses these gaps by surveying 335 primary school teachers in seven Indian cities. The data gathered from the field survey offers a better understanding of classroom experiences and challenges encountered by children and teachers during heat waves. It underscores several aspects of students’ vulnerability to heat exposure and its adverse impact on their health, such as absence from school, physical symptoms of heat distress, etc. Furthermore, it highlights the pressing need for classroom heat risk management in light of climate change and makes several policy prescriptions in primary schools.

DOI： 10.3390/cli11060126

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Other Link： https://www.mdpi.com/2225-1154/11/6/126
Assessment of Mould Risk in Low-Cost Residential Buildings in Urban Slum Districts of Surakarta City, Indonesia Reviewed International journal

Solli Murtyas, Yuki Minami, Kusumaningdyah Nurul Handayani, Aya Hagishima

Buildings 13 ( 5 ) 2023.5 （ eISSN:2075-5309 ）

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Prolonged exposure to indoor dampness in dwellings triggers excessive mould, causing health problems for residents and damage to building structures. This study investigated dampness and mould growth in low-cost dwellings in the slum districts of Surakarta, Indonesia. A VTT mould growth model predicted mould risk in 17 dwellings by employing a set of time-series data of indoor air temperature and relative humidity (RH). Interviews were conducted with 11 houses to understand the residents’ perceptions and lifestyles related to mould risk. The daily average dampness (RH > 80%) ranged from 2.2 to 12.3 h. Low-cost dwellings with plywood board walls had a high risk of cumulative mould growth. Statistical correlation analysis revealed that volumetric heat capacity was significantly positively correlated with mould growth at higher percentiles (75th and 97.5th). Thus, dwellings with smaller volumes and plywood board walls were more susceptible to moulding. Moreover, the majority of the participants expressed dissatisfaction with indoor air quality owing to the presence of unpleasant odours from sewage and dampness, which coincided with their perception of inadequate air ventilation. This study provides a reference for developing standard guidelines for building and upgrading dwellings in Indonesia, focusing on assessing and mitigating mould risks and ensuring moisture safety.

DOI： 10.3390/buildings13051333

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The Challenge of Multiple Thermal Comfort Prediction Models: Is TSV Enough? Reviewed International journal

Betty Lala, Amogh Biju, Vanshita, Anmol Rastogi, Kunal Dahiya, Srikant Manas Kala, Aya Hagishima

Buildings 13 ( 4 ) 890 - 890 2023.3 （ eISSN:2075-5309 ）

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Language：English Publishing type：Research paper (scientific journal) Publisher：MDPI AG

Classroom thermal comfort has a direct effect on student health and educational outcomes. However, measuring thermal comfort (TC) is a non-trivial task. It is represented by several subjective metrics e.g., Thermal Sensation Vote, Thermal Comfort Vote, Thermal Preference Vote, etc. Since machine learning (ML) is being increasingly used to predict occupant comfort, multiple TC metrics for the same indoor space may yield contradictory results. This poses the challenge of selecting the most suitable single TC metric or the minimal TC metric combination for a given indoor space. Ideally, it will be a metric that can be used to predict all other TC metrics and occupant behavior with high accuracy. This work addresses this problem by using a primary student thermal comfort dataset gathered from 11 schools and over 500 unique students. A comprehensive evaluation is carried out through hundreds of TC prediction models using several ML algorithms. It evaluates the ability of TC metrics to predict (a) other TC metrics, and (b) the adaptive behavior of primary students. An algorithm is proposed to select the most suitable single TC metric or the minimal TC metric input combination. Results show that ML models can accurately predict all TC metrics and occupant-adaptive behavior using a small subset of TC metrics with an average accuracy as high as 79%. This work also found Thermal Sensation Vote to be the most significant single TC predictor, followed by Thermal Satisfaction Level. Interestingly, satisfaction with clothing was found to be as equally relevant as thermal preference. Furthermore, the impact of seasons and choice of ML algorithms on TC metric and occupant behavior prediction is shown.

DOI： 10.3390/buildings13040890

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Investigation of Thermal Adaptation and Development of an Adaptive Model under Various Cooling Temperature Settings for Students’ Activity Rooms in a University Building in Malaysia Reviewed

Nurul Izzati, Sheikh Ahmad Zaki, Hom Bahadur Rijal, Jorge Alfredo Ardila Rey, Aya Hagishima, Nurizzatul Atikha

Buildings 13 ( 1 ) 2023.1 （ eISSN:2075-5309 ）

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The use of an air conditioner (AC) becomes essential, particularly in a hot and humid climate, to provide a comfortable environment for human activities. The setpoint is the agreed temperature that the building will meet, and the use of the lowest setpoint temperature to accelerate the cooling of indoor spaces should be avoided. A comprehensive field study was conducted under various cooling temperature settings in two student activity rooms in a university building in Malaysia, so as to understand respondents’ characteristics and behavior toward AC usage, to estimate the comfort at various indoor temperatures, to develop an adaptive model of thermal comfort in AC spaces, and to compare the comfort temperature with related local and international indoor thermal environmental standards. The findings indicated that water intake and clothing insulation affected personal thermal comfort. Moreover, the mean comfort temperature for respondents was 24.3 °C, which is within an indoor thermal comfort zone of 23–27 °C. The findings suggest that the preference of occupants living in a hot and humid region for lower temperatures means that setting temperatures lower than 24 °C might underestimate the indoor comfort temperature. Additionally, an adaptive relationship can be derived to estimate the indoor comfort temperature from the prevailing outdoor temperature.

DOI： 10.3390/buildings13010036

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Peak load characteristics of aggregated demand in a residential building in Osaka, Japan Reviewed International journal

Nishat Tasnim Toosty, Tetsushi Ono, Shota Shimoda, Aya Hagishima

JAPAN ARCHITECTURAL REVIEW 6 ( 1 ) 2023.1 （ ISSN:2475-8876 ）

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DOI： 10.1002/2475-8876.12394

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Other Link： https://onlinelibrary.wiley.com/doi/full/10.1002/2475-8876.12394
Evaluation of Potential for Peak Demand Reduction of Residential Buildings by Household Appliances with Demand Response Reviewed International journal

Tetsushi Ono, Aya Hagishima, Jun Tanimoto

IEEJ Transactions on Electronics, Information and Systems 142 ( 8 ) 909 - 918 2022.12 （ ISSN:03854221 eISSN:13488155 ）

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Language：English Publishing type：Research paper (scientific journal) Publisher：The Institute of Electrical Engineers of Japan

Residential appliances remotely controlled by IoT for demand response has attracted much attention for effective peak demand reduction of the uncertainty of consumers' behaviors. To promote the technology development of such appliances, estimation of the potential for peak demand reduction according to the type of appliances is strongly needed. With this background the authors conducted a data analysis of demand curves of not only entire household but also branches acquired at 496 dwellings in Osaka. Based on this analysis, the potential of peak reduction of aggregated demand of various groups with different dwelling size were quantified for major 5 appliances, namely air conditioners, microwave ovens, refrigerators, washing machines and dish washers.

DOI： 10.1541/ieejeiss.142.909

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Other Link： https://onlinelibrary.wiley.com/doi/full/10.1002/ecj.12379

Repository Public URL： https://hdl.handle.net/2324/7174366
Non-Intrusive Detection of Occupants’ On/Off Behaviours of Residential Air Conditioning Reviewed International journal

Tetsushi Ono, Aya Hagishima, Jun Tanimoto

Sustainability (Switzerland) 14 ( 22 ) 2022.11 （ eISSN:2071-1050 ）

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Understanding occupants’ behaviours (OBs) of heating and cooling use in dwellings is essential for effectively promoting occupants’ behavioural change for energy saving and achieving efficient demand response operation. Thus, intensive research has been conducted on data collection, statistical analysis, and modelling of OBs. However, the majority of smart metres currently deployed worldwide monitor only the total household consumption rather than appliance-level load. Therefore, estimating the turn-on/off state of specific home appliances from the measured household total electricity referred to as non-intrusive load monitoring (NILM), has gained research attention. However, the current NILM methods overlook the specific features of inverter-controlled heat pumps (IHPs) used for space heating/cooling; thus, they are unsuitable for detecting OBs. This study presents a rule-based method for identifying the occupants’ intended operation states of IHPs based on a statistical analysis of load data monitored at 423 dwellings. This method detects the state of IHPs by subtracting the power of sequential-operation appliances other than IHPs from the total household power. Three time-series characteristics, including the durations of power-on/off states and power differences between power-off/on states, were used for this purpose. The performance of the proposed method was validated, indicating an F-score of 0.834.

DOI： 10.3390/su142214863

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A Review of Thermal Comfort in Primary Schools and Future Challenges in Machine Learning Based Prediction for Children Reviewed International journal

Betty Lala, Aya Hagishima

Buildings 12 ( 11 ) 2022.11 （ eISSN:2075-5309 ）

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DOI： 10.3390/buildings12112007

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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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Language：English Publishing type：Research paper (scientific journal) Publisher：WILEY

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.

DOI： 10.1002/2475-8876.12312

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Systematic Review on Deep Reinforcement Learning-Based Energy Management for Different Building Types Reviewed International journal

Ayas Shaqour, Aya Hagishima

Energies 15 ( 22 ) 2022.11 （ eISSN:1996-1073 ）

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Owing to the high energy demand of buildings, which accounted for 36% of the global share in 2020, they are one of the core targets for energy-efficiency research and regulations. Hence, coupled with the increasing complexity of decentralized power grids and high renewable energy penetration, the inception of smart buildings is becoming increasingly urgent. Data-driven building energy management systems (BEMS) based on deep reinforcement learning (DRL) have attracted significant research interest, particularly in recent years, primarily owing to their ability to overcome many of the challenges faced by conventional control methods related to real-time building modelling, multi-objective optimization, and the generalization of BEMS for efficient wide deployment. A PRISMA-based systematic assessment of a large database of 470 papers was conducted to review recent advancements in DRL-based BEMS for different building types, their research directions, and knowledge gaps. Five building types were identified: residential, offices, educational, data centres, and other commercial buildings. Their comparative analysis was conducted based on the types of appliances and systems controlled by the BEMS, renewable energy integration, DR, and unique system objectives other than energy, such as cost, and comfort. Moreover, it is worth considering that only approximately 11% of the recent research considers real system implementations.

DOI： 10.3390/en15228663

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DEVELOPMENT OF AN AFFORDABLE METHOD FOR IMPROVING THERMAL INSULATION PERFORMANCE OF MONGOLIAN TRADITIONAL MOBILE HOUSING Reviewed

Uelun Ujin Purev, Aya Hagishima

AIJ Journal of Technology and Design 28 ( 70 ) 1290 - 1295 2022.10 （ ISSN:13419463 eISSN:18818188 ）

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

This paper presents an insulation retrofitting method developed for nomadic mobile housing called ger, which is used by urban residents in Ulaanbaatar, Mongolia, to promote the shift from coal stoves to electric heating devices to reduce air pollution. Field surveys of current gers were conducted to ensure that the design and materials chosen were affordable with high market availability. The developed system was installed in a typical urban ger in winter to obtain feedback from residents and local stakeholders. The results of field measurements of indoor thermal conditions of a ger with and without retrofitting are reported.

DOI： 10.3130/aijt.28.1290

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Stochastic nature of occupants' behavior toward air-conditioning operation in residential buildings Reviewed International journal

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.

DOI： 10.1002/2475-8876.12293

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Indoor Thermal Comfort and Adaptive Thermal Behaviors of Students in Primary Schools Located in the Humid Subtropical Climate of India Reviewed International journal

Betty Lala, Solli Murtyas, Aya Hagishima

Sustainability 14 ( 12 ) 7072 - 7072 2022.6 （ eISSN:2071-1050 ）

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Language：English Publishing type：Research paper (scientific journal) Publisher：MDPI AG

This study investigated children’s perceptions and adaptive behaviors related to indoor thermal conditions of classrooms in primary schools with no air-conditioning systems during both summer and winter in Dehradun City, Uttarakhand, India. Responses were collected from 5297 school children aged 6–13 years. During the measurement periods, 100% and 94% of the samples were obtained under conditions outside an 80% thermally acceptable comfort range in winter and summer, respectively. The analysis using receiver operating characteristics suggested that the students had the least sensitivity to the temperature variation for all scales of the thermal sensation vote (TSV). Approximately 95.1% of students were “very satisfied”, “satisfied”, or “slightly satisfied” with the thermal conditions under the condition of “extreme caution” or “danger” of heat risk. In contrast, adaptive thermal behaviors, such as adjusting clothing insulation ensembles, opening or closing classroom windows and doors, and utilizing ceiling fans, were found to be the most affordable options for optimizing indoor thermal comfort. Children’s reports of thermal sensations and thermal satisfaction did not correspond to the actual physical environment. This draws attention to the adequacy of applying widely used methods of TSV-based identification of the thermal comfort range in classrooms for children, especially in hot environments. The findings of this study are expected to serve as an evidence-based reference for local governments and authorities to take appropriate measures to mitigate heat risks for schoolchildren in the future.

DOI： 10.3390/su14127072

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Indoor thermal environment of Mongolian traditional mobile housing used as urban habitat in winter Reviewed International journal

Uelun Ujin Purev, Aya Hagishima, Munkhbayar Buyan

Journal of Building Engineering 48 103927 2022.5 （ ISSN:23527102 eISSN:2352-7102 ）

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Gers, which are traditional mobile tents used by nomadic society of Mongolia, are currently used for urban habitats, and pollutants emitted from coal stoves used in urban gers are one of the major causes of air pollution in Ulaanbaatar in winter. Replacing coal stoves with low-emission heating devices in ger housing is, therefore, a pressing issue. Nevertheless, fuel stoves have been used in gers for generation since the nomadic period, and a previous study reported that urban ger residents were generally satisfied with the indoor environment heated by a coal stove. Against this background, the present study aimed—based on field measurements—to characterize the spatial and temporal characteristic of the thermal environment within gers heated by coal stoves, to provide insights for smoothly shifting the current stoves to electric heating. The measurement results showed diverse daily fluctuations of indoor temperature among days and households dominated by the unstable heating power of stoves, which is influenced by the occupants' style of coal input. The indoor air temperature occasionally resulted in outliers beyond the comfort temperature range. By contrast, the operative temperature was above the lower limit of the ASHRAE comfort range for over 70% of the time owing to the direct radiation of stoves, highlighting that the current design of gers and the use of fuel stove are reasonable to achieve a comfortable indoor environment in winter under the conditions of nomadic mobile dwellings, which necessitates a lightweight envelope with poor insulation performance.

DOI： 10.1016/j.jobe.2021.103927

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Other Link： https://doi.org/10.1016/j.jobe.2021.103927

Repository Public URL： http://hdl.handle.net/2324/4763167
Electrical demand aggregation effects on the performance of deep learning-based short-term load forecasting of a residential building Reviewed International journal

Ayas Shaqour, Tetsushi Ono, Aya Hagishima, Hooman Farzaneh

Energy and AI 8 2022.5 （ ISSN:2666-5468 eISSN:2666-5468 ）

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Modern power grids face the challenge of increasing renewable energy penetration that is stochastic in nature and calls for accurate demand predictions to provide the optimized power supply. Hence, increasing the self-consumption of renewable energy through demand response in households, local communities, and micro-grids is essential and calls for high demand prediction performance at lower levels of demand aggregations to achieve optimal performance. Although many of the recent studies have investigated both macro and micro scale short-term load forecasting (STLF), a comprehensive investigation on the effects of electrical demand aggregation size on STLF is minimal, especially with large sample sizes, where it is essential for optimal sizing of residential micro-grids, demand response markets, and virtual power plants. Hence, this study comprehensively investigates STLF of five aggregation levels (3, 10, 30, 100, and 479) based on a dataset of 479 residential dwellings in Osaka, Japan, with a sample size of (159, 47, 15, 4, and 1) per level, respectively, and investigates the underlying challenges in lower aggregation forecasting. Five deep learning (DL) methods are utilized for STLF and fine-tuned with extensive methodological sensitivity analysis and a variation of early stopping, where a detailed comparative analysis is developed. The test results reveal that a MAPE of (2.47–3.31%) close to country levels can be achieved on the highest aggregation, and below 10% can be sustained at 30 aggregated dwellings. Furthermore, the deep neural network (DNN) achieved the highest performance, followed by the Bi-directional Gated recurrent unit with fully connected layers (Bi-GRU-FCL), which had close to 15% faster training time and 40% fewer learnable parameters.

DOI： 10.1016/j.egyai.2022.100141

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Seasonal variation of residential cooling use behaviour derived from energy demand data and stochastic building energy simulation Reviewed International journal

Jiajun Lyu, Tetsushi Ono, Ataru Sato, Aya Hagishima, Jun Tanimoto

Journal of Building Engineering 49 2022.5 （ eISSN:2352-7102 ）

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In recent years, a bottom-up approach based on building-energy simulations coupled with stochastic modelling of occupant behaviours has been intensively developed to properly estimate the effect of diverse and stochastic occupant behaviours on energy loads, mainly for developing smart building-energy-management systems and the promotion of renewable energy sources. Considering this background, the objective of this study is to elucidate the modelling of the state transitional probability of occupants’ heat pump (HP) use embedded in most bottom-up approaches based on statistical analysis of the 2-year electricity data of 586 dwellings. The analysis results clearly suggested that the relationship between daily hours of HP use and the daily mean outdoor air temperature has seasonal differences, in which frequency of HP use in early summer and early winter is lower than that in late summer and late winter under the same daily mean outdoor air temperature conditions. In addition, the authors presented statistical models of daily HP use hours with an explanatory variable of outdoor temperature for a lapse of 10 days to model the seasonal influence, and showed better performance compared to the model expressed by daily mean outdoor temperature. Furthermore, the authors revealed that such a seasonal change in behaviour is attributed to the state transitional probability of cooling use as a function of indoor thermal conditions based on a numerical simulation of the bottom-up approach. Finally, the authors proposed a revised model with the state transitional probability considering seasonal behaviour change, and the estimation results of household cooling use are consistent with the measured data.

DOI： 10.1016/j.jobe.2022.104067

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Behavioural changes in air-conditioner use owing to the COVID-19 movement control order in Malaysia Reviewed International journal

Nishat Tasnim Toosty, Aya Hagishima, Wasimul Bari, Sheikh Ahmad Zaki

Sustainable Production and Consumption 30 608 - 622 2022.3 （ ISSN:2352-5509 eISSN:2352-5509 ）

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Remote work (working from home) became a norm rather than an exception for the global workforce during the COVID-19 pandemic, influencing every facet of life in both positive and negative ways. The stringent action of the Malaysian government in enacting the Movement Control Order (MCO) motivated the investigation of its impact on the energy consumption behaviour of working people regarding air-conditioner (AC) use. To this end, this study conducted a cross-sectional survey through an online platform. An ordinal logistic regression model (ORL) was used to analyse the collected data of 1873 respondents to determine the factors influencing the ordinal variable of interest, AC-usage behaviour during remote work. Next, the variable with unordered categories, the MCO-induced change in AC-usage behaviour, was analysed using a multinomial regression model (MLT) to identify the potential determinants. Finally, a reason analysis unveiled aspects behind the transition in AC use during remote work. This study identified stopping AC use during remote work despite using it at the office before the MCO period as the most significant change in AC-usage behaviour due to MCO. This change was frequently adopted by people with medium-level incomes and high electricity bills. By contrast, participants unfamiliar with their electricity bill were most likely to start AC use during remote work, although they did not use it before the MCO. Participants working remotely in the communal spaces of their houses preferred to stop using ACs during MCO compared to private room users. Furthermore, age group and ethnicity significantly influenced AC-usage behaviour in remote work and changes in such demeanours. These findings recommend policy interventions to expedite limited AC use for a sustainable energy sector, even during future climatic emergencies.

DOI： 10.1016/j.spc.2022.01.001

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Effectiveness of a Cool Bed Linen for Thermal Comfort and Sleep Quality in Air-Conditioned Bedroom under Hot-Humid Climate Reviewed International journal

Sheikh Ahmad Zaki, Mohamad Faizal Rosli, Hom Bahadur Rijal, Farah Nurhanis Hassan Sadzli, Aya Hagishima, Fitri Yakub

Sustainability 13 ( 16 ) 9099 - 9099 2021.8

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DOI： 10.3390/su13169099
Relation between occupants’ health problems, demographic and indoor environment subjective evaluations: A cross-sectional questionnaire survey study in Java Island, Indonesia Reviewed International journal

16 ( 7 ) e0254460 - e0254460 2021.7

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DOI： 10.1371/journal.pone.0254460
Observed Diverse Indoor Thermal Environments of Low-cost Dwellings Located in a Kampung District Reviewed International journal

Solli Murtyas, Aya Hagishima, Kusumaningdyah N.H

Evergreen 8 ( 1 ) 229 - 238 2021.3

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DOI： 10.5109/4372283
On-site measurement and evaluations of indoor thermal environment in low-cost dwellings of urban Kampung district Reviewed International journal

Solli Murtyas, Aya Hagishima, N. H. Kusumaningdyah

Building and Environment 184 2020.10

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DOI： 10.1016/j.buildenv.2020.107239

Repository Public URL： http://hdl.handle.net/2324/4797839
Affordable retrofitting methods to achieve thermal comfort for a terrace house in Malaysia with a hot–humid climate Reviewed International journal

223 2020.9

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DOI： 10.1016/j.enbuild.2020.110072

Repository Public URL： http://hdl.handle.net/2324/4795144
Hypothetical assessment of efficiency, willingness-to-accept and willingness-to-pay for dengue vaccine and treatment a contingent valuation survey in Bangladesh Reviewed International journal

#K. M.Ariful Kabir, Aya Hagishima, Jun Tanimoto

Human Vaccines and Immunotherapeutics 2020.8

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DOI： 10.1080/21645515.2020.1796424
Modification of building energy simulation tool TRNSYS for modelling nonlinear heat and moisture transfer phenomena by TRNSYS/MATLAB integration Reviewed International journal

#Ajaya Ketan Nayak, Aya Hagishima

12th Nordic Symposium on Building Physics, NSB 2020 E3S Web of Conferences 172 2020.6

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DOI： 10.1051/e3sconf/202017225009
Modification of building energy simulation tool TRNSYS for modelling nonlinear heat and moisture transfer phenomena by TRNSYS/MATLAB integration Reviewed International journal

Ajaya Ketan Nayak, Aya Hagishima

E3S Web of Conferences 172 2020.6

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DOI： 10.1051/e3sconf/202017225009
A field survey of traditional nomadic dwelling gers used as urban habitats in Ulaanbaatar, Mongolia Reviewed International journal

Uelun Ujin Purev, Aya Hagishima

Evergreen 7 ( 2 ) 155 - 171 2020.6

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A simplified numerical model for evaporative cooling by water spray over roof surfaces Reviewed International journal

Ajaya ketan Nayak, Aya Hagishima, Jun Tanimoto

Applied Thermal Engineering 165 2020.1

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DOI： 10.1016/j.applthermaleng.2019.114514
Effectiveness of free running passive cooling strategies for indoor thermal environments: Example from a two-storey corner terrace house in Malaysia Reviewed International journal

Ng Wai Tuck, Sheikh Ahmad Zaki, Aya Hagishima, Hom Bahadur Rijal, Mohd Azuan Zakaria, Fitri Yakub

Building and Environment 160 2019.8

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DOI： 10.1016/j.buildenv.2019.106214

Repository Public URL： http://hdl.handle.net/2324/4795135
Statistical analysis of air conditioning peak loads of multiple dwellings Reviewed International journal

Tetsushi Ono, Aya Hagishima, Jun Tanimoto, Sheikh Ahmad Zaki, Naja Aqilah Hisham

E3S Web of Conferences 111 2019.8

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DOI： 10.1051/e3sconf/201911104057
Outdoor measurement of wall pressure on cubical scale model affected by atmospheric turbulent flow Reviewed International journal

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

Building and Environment 160 2019.8

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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 Reviewed International journal

N. Ikegaya, S. Hasegawa, A. Hagishima

Building and Environment 147 132 - 145 2019.1

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DOI： 10.1016/j.buildenv.2018.10.015
大規模集合住宅のエアコンの電力量の時系列データに基づく統計分析 Reviewed

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 - 10 2017.2

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A prediction model for wind speed ratios at pedestrian level with simplified urban canopies Reviewed International journal

Naoki Ikegaya, Y. Ikeda, Aya Hagishima, A. A. Razak, Jun Tanimoto

Theorectical and Applied Climatology 127 ( 41701.0 ) 655 - 665 2017.2

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DOI： 10.1007/s00704-015-1655-z

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Estimation of wind speed in urban pedestrian spaces on the basis of large-eddy simulation Reviewed

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

Journal of Environmental Engineering (Transactions of AIJ) 80 ( 709 ) 259 - 267 2015.3

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Estimation of aerodynamic parameters of urban building arrays using wind tunnel measurements Reviewed International journal

Zaki, S.A., Hagishima, A., Tanimoto, J., Mohammad, A.F., Razak, A.A.

Journal of Engineering Science and Technology 9 ( 2 ) 176 - 190 2014.4

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Effect of urban vegetation on outdoor thermal environment Field measurement at a scale model site Reviewed International journal

Minsun Park, Aya Hagishima, Jun Tanimoto, Ken ichi Narita

Building and Environment 56 38 - 46 2012.10

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DOI： 10.1016/j.buildenv.2012.02.015

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集合住宅の環境性能に対する選好構造に関するアンケート調査 Reviewed

萩島理, パクミンソン, 谷本潤

日本建築学会環境系論文集 77 ( 676 ) 523 - 531 2012.6

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Geometric Dependence of the Scalar Transfer Efficiency over Rough Surfaces Reviewed International journal

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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DOI： 10.1007/s10546-012-9698-5

Other Link： http://www.springerlink.com/content/p2k627074w134671/
Experimental study of wind-induced ventilation in urban building of cube arrays with various layouts Reviewed International journal

Sheikh Ahmad Zaki, Aya Hagishima, Jun Tanimoto

Journal of Wind Engineering & Industrial Aerodynamics 103 31 - 40 2012.4

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Experimental study of wind-induced ventilation in urban building of cube arrays with various layouts

DOI： 10.1016/j.jweia.2012.02.008

Other Link： http://www.sciencedirect.com/science/article/pii/S0167610512000323
Aerodynamic Parameters of Urban Building Arrays with Random Geometries Reviewed International journal

Sheikh Ahmad Z, Hagishima A, Tanimoto J, Ikegaya N,

Boundary-Layer Meteorology 138 99 - 120 2010.10

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屋外都市模型のキャノピー層における瞬間温度場の形成機構 Reviewed

稲垣厚, 萩島理, 成田健一, 神田学

土木学会水工学論文集 54 307 - 312 2010.2

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Estimation of passive cooling efficiency for environmental design in Brazil Reviewed International journal

Oliveira JT, Hagishima A, Tanimoto J

Energy and Buildings 41 ( 8 ) 809 - 813 2009.8

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DOI： 10.1016/j.enbuild.2009.02.006
Aerodynamic parameters of regular arrays of rectangular blocks with various geometries Reviewed International journal

Hagishima A, Tanimoto J, Nagayama K, Meno S

Boundary-Layer Meteorology 132 ( 2 ) 315 - 337 2009.8

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直方体粗度群の床面バルクスカラー係数に関する風洞模型実験 Reviewed

萩島理, 谷本潤, 末永啓, 池谷直樹, 前田一行, 成田健一

日本建築学会環境系論文集 73 ( 632 ) 1225 - 1231 2008.10

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A methodology for peak energy requirement considering actual variation of occupants' behavior schedules Reviewed International journal

Jun Tanimoto, Aya Hagishima, Hiroki Sagara

Building and Environment 43 ( 4 ) 610 - 619 2008.4

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DOI： 10.1016/j.buildenv.2006.06.034

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Field Experiment on transpiration from isolated urban plants Reviewed International journal

Hydrological Processes 27 1217 - 1222 2007.2

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DOI： 10.1002/hyp.6681
Intercomparisons of experimental research on convective heat transfer coefficient of urban surfaces, Reviewed International journal

Hagishima A, Tanimoto J, Narita KI

Boundary-Layer Meteorology 117 ( 3 ) 551 - 576 2006.1

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DOI： 10.1007/s10546-005-2078-7
A simple energy balance model for regular building arrays Reviewed International journal

Kanda M, Kawai T, Kanega M, Moriwaki R, Narita K, Hagishima A

Boundary-Layer Meteorology 116 ( 3 ) 423 - 443 2005.4

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DOI： 10.1007/s10546-004-7956-x
Investigations of Urban Surface Conditions for Urban Canopy Model Reviewed International journal

Aya Hagishima & Jun Tanimoto

Building and Environment 40 ( 12 ) 1638 - 1650 2005.1

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DOI： 10.1016/j.buildenv.2004.08.010
The artificial intelligence reformation of sustainable building design approach: A systematic review on building design optimization methods using surrogate models

Elwy I., Hagishima A.

Energy and Buildings 323 2024.11 （ ISSN:03787788 ）

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Publisher：Energy and Buildings

Artificial Intelligence (AI) applications in building performance prediction for environmental sustainability outcomes play a significant role in compensating for computationally incompetent and expensive approaches to solving increasingly complex optimization problems. Although machine-learning-based surrogate models (SMs), one of the many AI approximation strategies for higher-order models, have long been utilized in sophisticated optimization studies in various fields, their reliability in the field of sustainable and low-energy architectural design is now being extensively explored. To comprehend the effectiveness of applying state-of-the-art surrogate-assisted optimization methodologies for building energy performance, this study presents a comprehensive review of recent studies aimed at identifying innovative theories and critical factors for each component of the optimization process. Considering passive form and envelope design variables, seventy-two relevant studies from the Scopus database were selected for review after screening. The results, including the current trends for surrogate modeling and optimization methods, accuracy levels of SMs, extent of building performance improvement, and decisive building design variables, are thoroughly discussed according to the varying conditions of each study. Finally, a further discussion of recent methodological advancements and limitations can help identify potential approaches and challenges for future research.

DOI： 10.1016/j.enbuild.2024.114769

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Thermal comfort in a two-storey malaysian terrace house: Are passive cooling methods sufficient in present and future climates? Reviewed

Solli Murtyas, Ren Qian, Takashi Matsuo, Ng Wai Tuck, Sheikh Ahmad Zaki, Aya Hagishima

Journal of Building Engineering 96 2024.11 （ eISSN:2352-7102 ）

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DOI： 10.1016/j.jobe.2024.110412

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Groundwater and indoor air quality of urban village housing: study in Janturan, Warungboto, Yogyakarta Reviewed

Nurkhasanah Mahfudh, Dian Prasasti, Anugrah Tri Ananda, Frida Rahmawati, Sulistyawati Sulistyawati, Muchlis Muchlis, Solli Dwi Murtyas, Aya Hagishima

International Journal of Public Health Science (IJPHS) 2024.9

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DOI： 10.11591/ijphs.v13i3.23865

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Thermal Comfort Challenges in Home-Based Enterprises: A Field Study from Surakarta’s Urban Low-Cost Housing in a Tropical Climate Reviewed

Kusumaningdyah Nurul Handayani, Solli Murtyas, Agung Tri Wijayanta, Aya Hagishima

Sustainability 16 ( 16 ) 2024.8 （ eISSN:2071-1050 ）

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DOI： 10.3390/su16166838

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Reversed cooling and heating performance of modernized courtyard envelope in hot-arid climates: a case study at an educational campus Reviewed

Eman Mohamed Balah, Hassan Shokry, Aya Hagishima, Hatem Mahmoud

Clean Technologies and Environmental Policy 2024.4 （ ISSN:1618-954X eISSN:1618-9558 ）

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Courtyard buildings embraced as a passive design paradigm, find wide application in modulating outdoor climatic conditions and fostering energy efficiency. Consequently, exploring passive strategies to mitigate the repercussions of climate change becomes a compelling priority. However, previous studies have predominantly emphasized the daytime performance of traditional courtyards in hot climates, often overlooking their performance throughout the entire day. This oversight includes the impact of courtyards in releasing stored heat into the air during nighttime, commonly referred to as "the reversed impact of the courtyard." This study evaluates the reversed thermal impact of glazed “modernized” courtyard envelope during nighttime and day-exposed radiation. This analysis considers the complex interaction between incoming and outgoing radiation flows. The study employed a combined approach involving onsite measurements and numerical simulations centered upon an educational building within a hot-arid zone. The scope of the study encompasses diverse courtyard geometries and various mitigation strategies, all characterized by heightened proportions of glazed surface areas. The results, depending on prevailing weather conditions, reveal the potential for these factors to reduce heating time from 17 h to just 2 h at the optimum. In contrast, there is an increase in cooling impact, ranging from 7 to 22 h throughout both day and night, with scenarios representing the least and most favorable cases, respectively. For designing processes, optimizing aspect ratio without exceeding 1.6 and glazed façade orientation is essential to control multi-reflection at the modernized courtyard envelope criteria. Graphical abstract: (Figure presented.)

DOI： 10.1007/s10098-024-02833-y

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Ventilation Quality Assessment of Dual Courtyard Configuration Reviewed

Eman Mohamed Balah, Hassan Shokry, Aya Hagishima, Hatem Mahmoud

Journal of Physics: Conference Series 2754 ( 1 ) 2024 （ ISSN:1742-6588 eISSN:1742-6596 ）

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Maintaining air quality within building spaces is a challenge under the increased pollutants resources. The optimization of the courtyard building layout toward natural ventilation has emerged as a critical factor in shaping air quality conditions. This study delves into the assessment of outdoor air quality infiltration within a dual courtyard typology characterized by varying proportions and orientations for both the connecting link and openings. To comprehensively analyse air quality within these integrated courtyards, a combination of on-site particle dispersion measurements and flow pattern simulations were employed. The outcomes of this investigation highlight the pronounced impact of atmospheric conditions, particularly wind direction, on the performance of courtyard configurations. The results revealed that dual courtyard provide an approach to address the geometric conflict between thermal comfort and air quality optimization. Even in circumstances with limited flow velocity, the direct connection between courtyards deepens the upward recirculating flow into the courtyard cavity at the activity level. The optimal air quality is attained by planning each courtyard's upper-level intake and outflow openings, as it provides an evacuation flow out of court cavity and decline the PNC than outside surrounding conditions.

DOI： 10.1088/1742-6596/2754/1/012015

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Study aiming for environmental measures to mitigate health risks at urban slum habitats in Indonesia Reviewed International coauthorship

Hagishima Aya, Dwi Martyas Solli, Nurul Handayani Kusumaningdyah

JOURNAL OF THE HOUSING RESEARCH FOUNDATION "JUSOKEN" 50 ( 0 ) 95 - 104 2024 （ ISSN:2433801X eISSN:24338028 ）

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A series of surveys of Surakarta’s urban slum housings revealed significant issues with water and sewerage systems, along with prolonged indoor discomfort, posing comfort and heat stroke risks for residents. In addition, a questionnaire survey of 332 residents in newly constructed districts as part of an urban slum improvement program showed improvements in privacy and leak frequency. However, many residents reported hotter and less comfort indoor thermal condition and poorer air quality. Addressing these challenges involves optimizing design and planning processes to enhance indoor comfort within limited budgets and exploring cost-effective architectural solutions.

DOI： 10.20803/jusokenronbunjisen.50.0_95

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Acceptance and Willingness-to-Pay of Vaccine for COVID-19 in Asian Countries: A Hypothetical Assessment Survey Reviewed International journal

K. M.Ariful Kabir, Murshed Ahmed Ovi, Solli Murtyas, Aya Hagishima, Jun Tanimoto

Evergreen 10 ( 2 ) 617 - 625 2023.6 （ ISSN:21890420 eISSN:24325953 ）

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Language：English Publishing type：Research paper (scientific journal) Publisher：Transdisciplinary Research and Education Center for Green Technologies, Kyushu University

Building on safety and broad acceptance of healthcare policy, we agree that human behavior is substantial because its success depends on an individual's contribution, ethnic, economic, and social status. We present three surveys testing this account for imminent hypothetical COVID-19 vaccines in Bangladesh, Indonesia, and Malaysia to study to find the acceptance and willingness-to-pay (WTP) for a vaccine in a social context. We used the contingent valuation (CV) method to estimate WTP in Bangladesh, Malaysia, and Indonesia. The statistical ANOVA estimation mode was supposed to measure the critical factors of vaccine acceptance and WTP for three vaccines and compare the associated characteristics with conventional epidemic vaccination models. The studies investigated how an individual's vaccination behavior depends on disease severity, geographical proximity, and socioeconomic similarity. Our results demonstrate that increasing vaccine uptake has a significant impact on vaccine efficacy and disease severity, while self-reported vaccine preferences were associated with factors such as lack of education and economic conditions.

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Other Link： https://www.tj.kyushu-u.ac.jp/evergreen/contents/EG2023-10_2_content/pdf/p617-625.pdf

Repository Public URL： https://hdl.handle.net/2324/6792807
Mental stress and sleeplessness during the COVID-19 pandemic associated with socioeconomic status, preventive behaviors, and indoor environments Reviewed International journal

Solli Murtyas, Ayas Shaqour, Aya Hagishima

E3S Web of Conferences 396 2023.6 （ ISSN:2555-0403 eISSN:2267-1242 ）

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The outbreak of the SARS-CoV-2 virus forced people to work from home. This study aimed to examine the relationship between residents' mental stress, indoor environment quality (IEQ), preventive behaviors, and socioeconomic status (SES) in Indonesia by using a cross-sectional study with a questionnaire survey in Indonesia. A total of 1004 valid responses were obtained during the survey during the COVID-19 pandemic period (November-December 2021). Logistic regression and odds ratio (OR) was used to evaluate the association between the possibility of mental stress and sleeplessness relying on the classified group of income, education, and age. In addition, a structural equation model (SEM) was used to analyze the inter-relationship between these characteristics and their effects on mental stress and sleeplessness as a crisis variable. The results indicate that mental stress was more inclined among low-income households during the COVID-19 pandemic than middle-up and high-income groups, with OR = 0.48 and 0.50, respectively. Moreover, the SEM suggested that SES also had significant direct effects (p-value < 0.05) on preventive behaviors (ω = 0.105), IEQ (ω =0.102), and crisis (ω = -0.237). It evidenced that the higher socioeconomic levels could have less possibility of experiencing a crisis. The findings of this study could add to practical implications that support the researchers and public policy stakeholders in mitigating the long-term effect of COVID-19 in Indonesia related to mental health and indoor environments.

DOI： 10.1051/e3sconf/202339601020

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Repository Public URL： https://hdl.handle.net/2324/7174415
Predicting Diverse Behaviors of Occupants When Turning Air Conditioners on/off in Residential Buildings: An Extreme Gradient Boosting Approach Reviewed

Jiajun Lyu, Aya Hagishima

Buildings 13 ( 2 ) 2023.2 （ eISSN:2075-5309 ）

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Occupant behavior (OB) has a significant impact on household air-conditioner (AC) energy use. In recent years, bottom-up simulation coupled with stochastic OB modeling has been intensively developed for estimating residential AC consumption. However, a comprehensive analysis of the diverse behavioral preference patterns of occupants regarding AC use is hampered by the limited availability of large-scale residential energy demand data. Therefore, this study aimed to develop a prediction model for the residential household’s AC usage considering various OB-related diversity patterns based on monitoring data of appliance-level electricity use in a residential community of 586 households in Osaka, Japan. First, individual operation schedules and thermal preferences were identified and quantitatively extracted as the two main factors for the diverse behaviors across the whole community. Then, a clustering analysis classified the target households, finding four typical patterns for schedule preferences and three typical patterns for thermal preferences. These results were used, with time and meteorological data in the summer seasons of 2013 and 2014, as inputs for the proposed prediction model using Extreme Gradient Boosting (XGBoost). The optimized XGBoost model showed a satisfactory prediction performance for the on/off state in the testing dataset, with an F1 score of 0.80 and an Area under the Receiver Operating Characteristic (ROC) Curve (AUC) of 0.845.

DOI： 10.3390/buildings13020521

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Evaluation of potential for peak demand reduction of residential buildings by household appliances with demand response

Ono, T; Hagishima, A; Tanimoto, J

ELECTRONICS AND COMMUNICATIONS IN JAPAN 105 ( 4 ) 2022.12 （ ISSN:1942-9533 eISSN:1942-9541 ）

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Publisher：Electronics and Communications in Japan

Residential appliances remotely controlled by IoT for demand response has attracted much attention for effective peak demand reduction of the uncertainty of consumers’ behaviors. To promote the technology development of such appliances, estimation of the potential for peak demand reduction according to the type of appliances is strongly needed. With this background, the authors conducted a data analysis of demand curves of not only the entire household but also the branches acquired at 496 dwellings in Osaka. Based on this analysis, the potential of peak reduction of aggregated demand of various groups with different dwelling size were quantified for major five appliances, namely air conditioners, microwave ovens, refrigerators, washing machines, and dish washers.

DOI： 10.1002/ecj.12379

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Recent Advances in Reinforcement Learning Applications for Building Energy Management: A Mini Review.

Shaqour Ayas, Hagishima Aya

Proceedings of International Exchange and Innovation Conference on Engineering & Sciences (IEICES) 8 239 - 245 2022.10 （ ISSN:24341436 eISSN:24341436 ）

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Language：English Publisher：Interdisciplinary Graduate School of Engineering Sciences, Kyushu University

In 2019, buildings accounted for 55% of the global electricity demand, making them a key contributor to global emissions and a core target for energy efficiency, energy reduction, and policies and measures promoting renewable energy usage. Reinforcement learning (RL) is an agent-based modelling technique that has proven successful in many applications, particularly in artificial intelligence. RL has attracted research attention owing to its utilization in building energy management (BEM) applications. In this work, the latest research advances that utilize this method are investigated and discussed, primarily its usage in modelling complex building energy problems, building energy consumption control, optimization for comfort and cost savings, and the enhancement of demand forecasting algorithms. Furthermore, the combination of RL with other deep learning methods is discussed. As a state-of-the-art technology in smart grid building applications, RL is applied for control purposes and forecasting enhancement.

DOI： 10.5109/5909098

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Occupant’s thermal preference diversity in residential air-conditioning use: A study in Osaka, Japan

Lyu Jiajun, Hagishima Aya

Proceedings of International Exchange and Innovation Conference on Engineering & Sciences (IEICES) 8 271 - 277 2022.10 （ ISSN:24341436 eISSN:24341436 ）

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Language：English Publisher：Interdisciplinary Graduate School of Engineering Sciences, Kyushu University

The diverse occupant’s behaviour (OB) has been identified as a significant impact on household air-conditioner (AC) energy use. However, the stochastic feature of occupant’s individual preference in AC use is seldom studied due to the limitation of appliance-level energy data. This study aims to analyze the inter-occupant OB diversity based on the monitoring bigdata of AC load in a residential community of 586 households in Osaka, Japan. First, household’s thermal preference was quantitatively identified from AC load profiles. Clustering analysis is then employed for labeling and classification of the target households with different thermal preference types. Results show 4 typical behavioral patterns, namely sensitive & active users, sensitive but inactive users, insensitive but active users, insensitive & inactive users, with a share of dwellings in the community of 36%, 31%, 19%, and 14%, respectively. Such household-level benchmarking could provide an informative reference for the modeling and simulation of residential AC usage.

DOI： 10.5109/5909103

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Associating thermal comfort and preference in Malaysian universities’ air-conditioned office rooms under various set-point temperatures Reviewed International journal

Noor Syazwanee Md Taib, Sheikh Ahmad Zaki, Hom Bahadur Rijal, Azli Abd Razak, Aya Hagishima, Waqas Khalid, Mohamed Sukri Mat Ali

Journal of Building Engineering 54 2022.8 （ eISSN:2352-7102 ）

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Overcooling indoor spaces in hot-and-humid regions indicate excessive usage of air conditioner (AC). Understanding the occupants' thermal perception in AC settings helps navigate the cooling energy required. This study investigated thermal comfort in biased and non-biased environments and examined the occupants’ preferences. Four set-point temperature conditions (Original, Original ±2 °C, and MS Standard) were implemented in a semi-controlled field study done in 19 offices. 628 samples were taken from 42 occupants via thermal measurements and questionnaire surveys. The indoor air temperature in the typical AC settings (Original set-point) was 23.1 °C, denoting non-compliance to the local guideline. The results showed that occupants generally felt more comfortable when the indoor air temperature was increased. The mean comfort temperature was 24.6 °C, and the proportion of comfort votes depletes when the operative temperature reaches 26 °C. The preferred temperature was estimated at 23.9 °C, and the linear relationship with comfort temperatures revealed that occupants preferred a cooler environment despite being thermally comfortable. The findings suggest that occupants could tolerate higher AC settings well, but thermal preference may be a critical factor in estimating the comfort temperature limits.

DOI： 10.1016/j.jobe.2022.104575

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Multi-Task Learning for Concurrent Prediction of Thermal Comfort, Sensation and Preference in Winters Reviewed International journal

Betty Lala, Hamada Rizk, Srikant Manas Kala, Aya Hagishima

Buildings 12 ( 6 ) 2022.6 （ eISSN:2075-5309 ）

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Language：English Publishing type：Research paper (scientific journal)

Indoor thermal comfort immensely impacts the health and performance of occupants. Therefore, researchers and engineers have proposed numerous computational models to estimate thermal comfort (TC). Given the impetus toward energy efficiency, the current focus is on data-driven TC prediction solutions that leverage state-of-the-art machine learning (ML) algorithms. However, an occupant’s perception of indoor thermal comfort (TC) is subjective and multi-dimensional. Different aspects of TC are represented by various standard metrics/scales viz., thermal sensation (TSV), thermal comfort (TCV), and thermal preference (TPV). The current ML-based TC prediction solutions adopt the Single-task Learning approach, i.e., one prediction model per metric . Consequently, solutions often focus on only one TC metric. Moreover, when several metrics are considered, multiple ML models for a single indoor space lead to conflicting predictions, rendering real-world deployment infeasible. This work addresses these problems by leveraging Multi-task Learning for TC prediction in naturally ventilated buildings. First, a survey-and-measurement study is conducted in the composite climatic region of north India, in 14 naturally ventilated classrooms of 5 schools, involving 512 primary school students. Next, the dataset is analyzed for important environmental, physiological, and psycho-social factors that influence thermal comfort of children. Further, "DeepComfort”, a deep neural network based Multi-task Learning model is proposed. DeepComfort predicts multiple TC output metrics viz., TSV, TPV, and TCV, simultaneously through a single model. It is validated on ASHRAE-II database and the primary student dataset created in this study. It demonstrates high F1-scores, Accuracy (≈90%), and generalization capability, despite the challenges of illogical responses and data imbalance. DeepComfort is also shown to outperform 6 popular metric-specific single-task machine learning algorithms.

DOI： 10.3390/buildings12060750

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Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters Reviewed International journal

Betty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya, Hirozumi Yamaguchi, Aya Hagishima

2022 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING (SMARTCOMP 2022) 342 - 348 2022.6 （ ISBN:978-1-6654-8152-6 ）

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Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE

Thermal comfort in indoor environments has an enormous impact on the health, well-being, and performance of occupants. Given the focus on energy efficiency and Internet of Things enabled smart buildings, machine learning (ML) is being increasingly used for data-driven thermal comfort (TC) prediction. Generally, ML-based solutions are proposed for air-conditioned or HVAC ventilated buildings and the models are primarily designed for adults. On the other hand, naturally ventilated (NV) buildings are the norm in most countries. They are also ideal for energy conservation and long-term sustainability goals. However, the indoor environment of NV buildings lacks thermal regulation and varies significantly across spatial contexts. These factors make TC prediction extremely challenging. Thus, determining the impact of building environment on the performance of TC models is important. Further, the generalization capability of TC prediction models across different NV indoor spaces needs to be studied. This work addresses these problems. Data is gathered through month-long field experiments conducted in 5 naturally ventilated school buildings, involving 512 primary school students. The impact of spatial variability on student comfort is demonstrated through variation in prediction accuracy (by as much as 71%). The influence of building environment on TC prediction is also demonstrated through variation in feature importance. Further, a comparative analysis of spatial variability in model performance is done for children (our dataset) and adults (ASHRAE-II database). Finally, the generalization capability of thermal comfort models in NV classrooms is assessed and major challenges are highlighted.

DOI： 10.1109/SMARTCOMP55677.2022.00078

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Are You Comfortable Now: Deep Learning the Temporal Variation in Thermal Comfort in Winters Reviewed International journal

Betty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya, Aya Hagishima

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics 2022-October 1848 - 1855 2022.6 （ ISSN:1062-922X ISBN:9781665452588 ）

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Indoor thermal comfort in smart buildings has a significant impact on the health and performance of occupants. Consequently, machine learning (ML) is increasingly used to solve challenges related to indoor thermal comfort. Temporal variability of thermal comfort perception is an important problem that regulates occupant well-being and energy consumption. However, in most ML-based thermal comfort studies, temporal aspects such as the time of day, circadian rhythm, and outdoor temperature are not considered. This work addresses these problems. It investigates the impact of circadian rhythm and outdoor temperature on the prediction accuracy and classification performance of ML models. The data is gathered through month-long field experiments carried out in 14 classrooms of 5 schools, involving 512 primary school students. Four thermal comfort metrics are considered as the outputs of Deep Neural Networks and Support Vector Machine models for the dataset. The effect of temporal variability on school children's comfort is shown through a 'time of day' analysis. Temporal variability in prediction accuracy is demonstrated (up to 80%). Furthermore, we show that outdoor temperature (varying over time) positively impacts the prediction performance of thermal comfort models by up to 30%. The importance of spatio-temporal context is demonstrated by contrasting micro-level (location specific) and macro-level (6 locations across a city) performance. The most important finding of this work is that a definitive improvement in prediction accuracy is shown with an increase in the time of day and sky illuminance, for multiple thermal comfort metrics.

DOI： 10.1109/SMC53654.2022.9945533

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

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 wind-tunnel 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. 

DOI： 10.3130/aije.87.145

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

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.

DOI： 10.1016/j.uclim.2021.101064

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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

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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Calculation Method for Electricity Price and Rebate Level in Demand Response Programs

Hirotaka Takano, Naohiro Yoshida, Hiroshi Asano, Aya Hagishima, Nguyen Duc Tuyen

Applied Sciences 11 ( 15 ) 6871 - 6871 2021.7

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DOI： 10.3390/app11156871
Indoor airflow and thermal comfort in a cross-ventilated building within an urban-like block array using large-eddy simulations Reviewed International journal

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

Building and Environment 196 2021.6

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DOI： 10.1016/j.buildenv.2021.107811
Heat health risk assessment analysing heatstroke patients in Fukuoka City, Japan

Nishat Tasnim Toosty, Aya Hagishima, Ken-Ichi Tanaka

PLOS ONE 16 ( 6 ) 2021.6

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DOI： 10.1371/journal.pone.0253011
Analysis on electricity use and indoor thermal environment for typical air-conditioning residential buildings in Malaysia Reviewed International journal

Naja Aqilah, Sheikh Ahmad Zaki, Aya Hagishima, Hom Bahadur Rijal, Fitri Yakub

Urban Climate 37 2021.5

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DOI： 10.1016/j.uclim.2021.100830
Estimation Method for Mass Transfer Coefficient Distribution using Near-Infrared Spectroscopy Reviewed

Hiroshi Eshima, Naoki Ikegaya, Takuya Yasumasu, Aya Hagishima, Jun Tanimoto

Evergreen 8 ( 1 ) 193 - 197 2021.3

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.5109/4372278
Numerical simulation for cross-ventilation flow of generic block sheltered by urban-like block array Reviewed International journal

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

Building and Environment 185 2020.11

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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 Reviewed International journal

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

Journal of Wind Engineering and Industrial Aerodynamics 204 2020.9

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DOI： 10.1016/j.jweia.2020.104250
Characteristics of wind speed during rainfall event in the tropical urban city Reviewed International journal

Husna Aini Swarno, Sheikh Ahmad Zaki, Aya Hagishima, Yusri Yusup

Urban Climate 32 2020.6

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DOI： 10.1016/j.uclim.2020.100620
Outdoor measurements of relationship between canopy flow and wall pressure distributions of a block within urban-like block array Reviewed International journal

C. Hirose, N. Ikegaya, A. Hagishima

Building and Environment 176 2020.6

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.1016/j.buildenv.2020.106881
Evaluation of exceeding wind speed at a pedestrian level around a 1:1:2 isolated block model Reviewed International journal

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

Journal of Wind Engineering and Industrial Aerodynamics 201 2020.6

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.1016/j.jweia.2020.104193
Statistical analysis of air-conditioning and total load diversity in typical residential buildings Reviewed International journal

Naja Aqilah Hisham, Sheikh Ahmad Zaki Shaikh Salim, Aya Hagishima, Fitri Yakub, Hafizah Farhah Saipan Saipol

Bulletin of Electrical Engineering and Informatics 10 ( 1 ) 1 - 9 2020.2

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.11591/eei.v10i1.2299
Time series data measurement on electricity consumption for selected domestic appliances in typical terrace house of Malaysia Reviewed International journal

@Naja Aqilah, @Sheikh Ahmad Zaki Shaikh Salim, Aya Hagishima, @Nelidya Md Yusoff, @Fitri Yakub

Bulletin of Electrical Engineering and Informatics 8 ( 3 ) 1144 - 1153 2019.9

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DOI： 10.11591/eei.v8i3.1601
Velocity and scalar concentrations with low occurrence frequencies within urban canopy regions in a neutrally stable shear flow over simplified urban arrays Reviewed International journal

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

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

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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 Reviewed International journal

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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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 Reviewed International journal

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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一般住戸における時系列電力消費データを利用したエアコンのON/OFF判定アルゴリズムの開発及び検証 Reviewed

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 ( 255 ) 37‐45 2018.6

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Language：Japanese Publishing type：Research paper (scientific journal)
Coupled Simulations of Indoor-Outdoor Flow Fields for Cross-Ventilation of a Building in a Simplified Urban Array Reviewed International journal

Aya Hagishima

Atmosphere 9 ( 6 ) 217 - 217 2018.6

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DOI： 10.3390/atmos9060217
Experimental study on effect of spires on the lateral nonuniformity of mean flow in a wind tunnel Reviewed International journal

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

Evergreen 5 ( 1 ) 1 - 15 2018.3

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.5109/1929670

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Numerical investigation of wind-induced interference in a random urban array Reviewed International journal

Ahmad Faiz Mohammad, Sheikh Ahmad Zaki, Mohamed Sukri Mat Ali, Fitri Yakub, Aya Hagishima

Journal of Mechanical Engineering 5 ( Specialissue4 ) 189 - 204 2018.3

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Green infrastructure and urban sustainability Reviewed International journal

Aya Hagishima

3rd International Conference on Industrial Mechanical, Electrical, and Chemical Engineering, ICIMECE 2017 3rd International Conference on Industrial Mechanical, Electrical, and Chemical Engineering 1931 2018.2

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Language：English Publishing type：Research paper (international conference proceedings)

DOI： 10.1063/1.5024056

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Survey of resident behaviour related to air conditioner operation in low-cost apartments of Kuala Lumpur Reviewed International journal

Sheikh Ahmad Zaki, Nur Fadhilah Mat Hanip, Aya Hagishima, Fitri Yakub, Mohamed Sukri Mat Ali

Chemical Engineering Transactions 63 259 - 264 2018.1

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.3303/CET1863044
Evaluation of rare velocity at a pedestrian level due to turbulence in a neutrally stable shear flow over simplified urban arrays Reviewed International journal

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

JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS 171 137 - 147 2017.12

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.1016/j.jweia.2017.10.002

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Adaptive thermal comfort in university classrooms in Malaysia and Japan Reviewed International journal

Sheikh Ahmad Zaki, Siti Aisyah Damiati, Hom Bahadur Rijal, Aya Hagishima, Azli Abd Razak

Building and Environment 122 294 - 306 2017.9

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.1016/j.buildenv.2017.06.016

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Development of a model for generating air-conditioner operation schedules in Malaysia Reviewed International journal

Sheikh Ahmad Zaki, Aya Hagishima, Ryosuke Fukami, Nur Fadhilah

BUILDING AND ENVIRONMENT 122 354 - 362 2017.9

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DOI： 10.1016/j.buildenv.2017.06.023

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Repository Public URL： http://hdl.handle.net/2324/4795145
A study on accuracy of particle image velocimetry in a wind tunnel simulating airflow around building scale model Reviewed International journal

Tsuyoshi Sato, Aya Hagishima, Naoki Ikegaya, Jun Tanimoto

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

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DOI： 10.3130/aijt.23.567

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Short-term measurements of household electricity demand during hot weather in Kuala Lumpur Reviewed International journal

Nassir Ranjbar, Sheikh Ahmad Zaki, Nelidya Md Yusoff, Fitri Yakub, Aya Hagishima

International Journal of Electrical and Computer Engineering 7 1436 - 1443 2017.6

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Short-term measurements of household electricity demand during hot weather in Kuala Lumpur
© 2017 Institute of Advanced Engineering and Science. The aim of this study was to conduct short-term measurements on household electricity demand under hot weather conditions in a residential area in Kuala Lumpur. The measurements included total and air conditioner (AC) electricity consumption of 10 households in an apartment building as well as outdoor air temperatures, which were collected from March to May 2016. Results indicated that the average AC electricity consumption contributed to a major portion of total household electricity consumption, which ranged from 19.4 to 52.3% during the measurement period. Additionally, 1-minute interval time series data indicated household energy consumption more accurately than 30-or 60-minute interval.

DOI： 10.11591/ijece.v7i3.pp1436-1443

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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 Reviewed

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 - 9 2017.2

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

Naoki Ikegaya, Chiyoko Hirose, Aya Hagishima, Jun Tanimoto

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

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.5359/jwe.42.22

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Time series data analysis of household electricity usage during el-nino in Malaysia Reviewed International journal

Nassir Ranjbar, Sheikh Ahmad Zaki, Nelidya Md Yusoff, Aya Hagishima

Chemical Engineering Transactions 56 379 - 384 2017.1

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.3303/CET1756064

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Statistical analysis of wind speeds at a pedestrian level of urban-like roughness Reviewed International journal

Naoki Ikegaya, Yasuaki Ikeda, Aya Hagishima, Jun Tanimoto

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

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.5359/jwe.42.1

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Thermal comfort and occupant adaptive behaviour in Japanese university buildings with free running and cooling mode offices during summer Reviewed International journal

Mohd Sabri Mustapa, Sheikh Ahmad Zaki, Hom Bahadur Rijal, Aya Hagishima, Mohamed Sukri Mat Ali

Building and Environment 105 332 - 342 2016.8

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DOI： doi:10.1016/j.buildenv.2016.06.014

Other Link： http://www.sciencedirect.com/science/article/pii/S0360132316302219
Effect of turbulent flow on wall pressure coefficients of block arrays within urban boundary layer Reviewed International journal

Naoki Ikegaya, C. Hirose, Aya Hagishima, Jun Tanimoto

Building and Environment 100 28 - 39 2016.5

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.1016/j.buildenv.2016.02.005

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Wind tunnel experiment on turbulent flow field around 2D street canyon with eaves Reviewed International journal

Tsuyoshi Sato, Aya Hagishima, Naoki Ikegaya, Jun Tanimoto

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

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DOI： 10.3130/aije.81.467

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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 Reviewed

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

Interdisciplinary Graduate School of Engineering Sciences Report 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
Large eddy simulation of wind pressure distribution on heterogeneous buildings in idealised urban models Reviewed International journal

Ahmad Faiz Mohammad, Sheikh Ahmad Zaki, Mohamed Sukri Mat Ali, Aya Hagishima, Azli Abdul Razak, Masataka Shirakashi, Norio Arai

Energy Procedia 78 3055 - 3060 2015.11

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DOI： 10.1016/j.egypro.2015.11.725

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Wind-tunnel study of scalar transfer phenomena for surfaces of block arrays and smooth walls with dry patches Reviewed International journal

Juyeon Chung, Aya Hagishima, Naoki Ikegaya, Jun Tanimoto

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

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.1007/s10546-015-0063-3

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Large Strategy Adaptation Neighborhood Bolsters Network Reciprocity in Prisoner's Dilemma Games Reviewed

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

PROCEEDINGS OF THE 18TH ASIA PACIFIC SYMPOSIUM ON INTELLIGENT AND EVOLUTIONARY SYSTEMS, VOL 1 597 - 609 2015.6

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Large Strategy Adaptation Neighborhood Bolsters Network Reciprocity in Prisoner's Dilemma Games

DOI： 10.1007/978-3-319-13359-1_46
Acquisition of the field measurement data relating to lane change actions Reviewed International journal

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

International Journal of Modern Physics C 26 ( 7 ) 2015.1

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.1142/S0129183115500722

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Similarity between velocity and scalar profiles over cubical block array Reviewed

Naoki Ikegaya, Juyeon Chung, Aya Hagishima, Jun Tanimoto

Journal of Environmental Engineering (Japan) 80 ( 711 ) 451 - 459 2015.1

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DOI： 10.3130/aije.80.451

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

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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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.1088/1742-5468/2014/12/P12024

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Dangerous drivers foster social dilemma structures hidden behind a traffic flow with lane changes Reviewed International journal

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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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.1088/1742-5468/2014/11/P11027

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Determination of aerodynamic parameters of urban surfaces methods and results revisited Reviewed International journal

A. F. Mohammad, S. A. Zaki, Aya Hagishima, M. S M Ali

Theorectical and Applied Climatology 122 ( 41701.0 ) 635 - 649 2014.11

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.1007/s00704-014-1323-8

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Modelling of canopy flow of the various roughness arrays Method to determine the model coefficients applicable to staggered roughness arrays with various densities and configurations Reviewed

Naoko Konno, Azusa Ono, Akashi Mochida, Takashi Maruyama, Aya Hagishima, Jun Tanimoto

Journal of Environmental Engineering (Japan) 79 ( 702 ) 699 - 707 2014.8

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DOI： 10.3130/aije.79.699

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Social dilemma structures hidden behind traffic flow with lane changes Reviewed

Jun Tanimoto, Shinji Kukida, Aya Hagishima

Journal of Statistical Mechanics: Theory and Experiment 2014 ( 7 ) P07019 - P07019 2014.7

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DOI： 10.1088/1742-5468/2014/07/p07019

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Risk assessment for infectious disease and its impact on voluntary vaccination behavior in social networks Reviewed International journal

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

Chaos, Solitons and Fractals 68 1 - 9 2014.1

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DOI： 10.1016/j.chaos.2014.07.004

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

Naoki Ikegaya, Aya Hagishima, Jun Tanimoto

Journal of Environmental Engineering (Japan) 79 ( 697 ) 297 - 304 2014.1

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.3130/aije.79.297

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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 Reviewed

藤木拓也, 谷本潤, 萩島理, 池谷直樹, 茎田慎司

第19回交通流のシミュレーションシンポジウム講演概要集 69 - 72 2013.12

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

88 ( 6 ) 2013.12

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DOI： 10.1103/PhysRevE.88.062149

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Direct reciprocity in spatial populations enhances R-Reciprocity as well as ST-Reciprocity Reviewed International journal

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

PLoS One 8 ( 8 ) 2013.8

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DOI： 10.1371/journal.pone.0071961

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The evolution of fairness in the coevolutionary ultimatum games Reviewed International journal

Kohei Miyaji, Zhen Wang, Jun Tanimoto, Aya Hagishima, Satoshi Kokubo

Chaos, Solitons and Fractals 56 13 - 18 2013.7

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DOI： 10.1016/j.chaos.2013.05.007

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

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,

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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 Reviewed

池谷直樹, 萩島理, 谷本潤

JWE : 日本風工学研究会誌 : Journal of Wind Engineering ( 135 ) 113 - 114 2013.4

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DOI： 10.14887/jaweam.2013.0.113.0
Willingness to pay for improvements in environmental performance of residential buildings Reviewed International journal

Minsun Park, Aya Hagishima, Jun Tanimoto, Chungyoon Chun

Building and Environment 60 225 - 233 2013.2

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DOI： 10.1016/j.buildenv.2012.10.017

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Analysis of airflow over building arrays for assessment of urban wind environment Reviewed International journal

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

Building and Environment 59 56 - 65 2013.1

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DOI： 10.1016/j.buildenv.2012.08.007

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A study on the similarity between scalar and momentum roughness lengths based on the scalar concentration measurement Reviewed International journal

I. N. Ibrahim, Naoki Ikegaya, Aya Hagishima, Jun Tanimoto

Proceedings of 1st Asia Conference of International Building Performance Simulation Association (ASim 2012) 2012.11

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

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

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

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DOI： 10.3130/aije.77.917

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複雑都市形状を対象としたスカラー濃度プロファイル測定に基づく運動量・スカラー粗度相似性の検証 Reviewed

池谷直樹, 萩島理, 谷本潤, 田中雄大

日本建築学会環境系論文集 77 ( 681 ) 917 - 923 2012.11

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DOI： https://doi.org/10.3130/aije.77.917

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実在都市キャニオン内の循環渦の構造および乱流挙動の解明実在都市キャニオン内の流れ場に関する風洞実験（その２） Reviewed

香月壮亮, 佐藤歩, 道岡武信, 萩島理

日本建築学会環境系論文集 77 ( 680 ) 789 - 795 2012.10

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Invation on turbulence and mean characteristics of canyon vortices in real urban canyons Reviewed

Takeaki Katsuki, Ayumu Sato, Takenobu Michioka, Aya Hagishima

Journal of Environmental Engineering (Japan) 77 ( 680 ) 789 - 795 2012.10

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DOI： 10.3130/aije.77.789

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Referring to the social performance promotes cooperation in spatial prisoner's dilemma games Reviewed International journal

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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DOI： 10.1103/PhysRevE.86.031141

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Questionnaire survey on preference of environmental factors of residential buildings Reviewed

Aya Hagishima, Minsun Park, Jun Tanimoto

Journal of Environmental Engineering 77 ( 676 ) 523 - 531 2012.6

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DOI： 10.3130/aije.77.523

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Does copy-resistance enhance cooperation in spatial prisoner's dilemma? Reviewed International journal

K. Shigaki, S. Kokubo, Jun Tanimoto, Aya Hagishima, Naoki Ikegaya

Europhysics Letters 98 ( 4 ) 2012.5

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DOI： 10.1209/0295-5075/98/40008

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Comparison between wind tunnel experiments and field measurement values on flow field in real Urban canyons Reviewed

Takeaki Katsuki, Ayumu Sato, Takenobu Michioka, Aya Hagishima

Journal of Environmental Engineering 77 ( 674 ) 313 - 319 2012.4

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DOI： 10.3130/aije.77.313

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Spatially correlated heterogeneous aspirations to enhance network reciprocity Reviewed International journal

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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DOI： 10.1016/j.physa.2011.08.039

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State transition stochastic model for predicting off to on cooling schedule in dwellings as implemented using a multilayered artificial neural network Reviewed International journal

Jun Tanimoto, Aya Hagishima

Journal of Building Performance Simulation 5 ( 1 ) 45 - 53 2012.1

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DOI： 10.1080/19401493.2010.533388

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

Jun Tanimoto, Aya Hagishima, Takeshi Iwai, Naoki Ikegaya

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

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DOI： 10.1080/19401493.2012.680498

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自動車の形状・密度を変化させた場合のモデル係数の最適値の変化走行する自動車群の流体力学的効果を再現するためのCFDモデルの開発（その1） Reviewed

田畑侑一, 持田灯, 今野尚子, 菊池文, 丸山敬, 萩島理, 谷本潤

日本建築学会環境系論文集 76 ( 667 ) 831 - 838 2011.9

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Optimization of model coefficients for different configurations and densities of car molds Development of CFD model for reproducing aerodynamic effects of moving automobiles (Part 1) Reviewed International journal

Yuichi Tabata, Akashi Mochida, Naoko Konno, Aya Kikuchi, Takashi Maruyama, Aya Hagishima, Jun Tanimoto

Journal of Environmental Engineering (Japan) 76 ( 667 ) 831 - 837 2011.9

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DOI： 10.3130/aije.76.831

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A revised stochastic optimal velocity model considering the velocity gap with a preceding vehicle Reviewed International journal

Keizo Shigaki, Jun Tanimoto, Aya Hagishima

International Journal of Modern Physics C 22 ( 9 ) 1005 - 1014 2011.9

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DOI： 10.1142/S0129183111016749

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Canopy flow modeling for reproducing aerodynamic effects of roughness arrays with various densities and configurations Reviewed International journal

Naoko Konno, Azusa Ono, Akashi Mochida, Takashi Maruyama, Aya Hagishima, Jun Tanimoto, Yuichi Tabata

CD Proceedings of 13th International Conference on Wind Engineering 2011.7

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Canopy flow modeling for reproducing aerodynamic effects of roughness arrays with various densities and configurations
Total utility demand prediction system for dwellings based on stochastic processes of actual inhabitants Reviewed International journal

Tanimoto J, Hagishima A

Journal of Building Performance Simulation 3 ( 2 ) 155 - 167 2011.5

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Total utility demand prediction system for dwellings based on stochastic processes of actual inhabitants

DOI： 1080/19401490903580767
Wind tunnel experiment on effect of shape of an obstacle on total drag force of regular array Reviewed International journal

Aya Hagishima, Jun Tanimoto, Manato Yamaguchi, Yoshiki Kikuchi

Journal of Environmental Engineering (Japan) 76 ( 663 ) 485 - 492 2011.5

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DOI： 10.3130/aije.76.485

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Analysis of the influence of lane changing on traffic-flow dynamics based on the cellular automaton model Reviewed International journal

Shinji Kukida, Jun Tanimoto, Aya Hagishima

International Journal of Modern Physics C 22 ( 3 ) 271 - 281 2011.3

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DOI： 10.1142/S012918311101621X

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コンジョイント分析を適用した地球温暖化対策及びヒートアイランド対策の社会的価値の計測に関する調査研究 Reviewed

大濱淳司, 萩島理, 谷本潤

日本建築学会環境系論文集 76 ( 660 ) 211 - 219 2011.2

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A new Cellular Automata Model including a decelerating damping effect to reproduce Kerner's three-phase theory Reviewed International journal

Satoshi Kokubo, Jun Tanimoto, Aya Hagishima

Physica A: Statistical Mechanics and its Applications 390 ( 4 ) 561 - 568 2011.2

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DOI： 10.1016/j.physa.2010.10.027

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An analysis of network reciprocity in Prisoner's Dilemma games using Full Factorial Designs of Experiment Reviewed International journal

Atsuo Yamauchi, Jun Tanimoto, Aya Hagishima

BIOSYSTEMS 103 ( 1 ) 85 - 92 2011.1

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DOI： 10.1016/j.biosystems.2010.10.006

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Research on social value measurement of global warming and heat island countermeasures applied conjoint analysis Reviewed International journal

Junji Ohama, Aya Hagishima, Jun Tanimoto

Journal of Environmental Engineering (Japan) 76 ( 660 ) 211 - 219 2011.1

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DOI： 10.3130/aije.76.211

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Effects on bulk scalar coefficient of wind angle, Development of scalar boundary layer and flow field near roughness Reviewed International journal

Naoki Ikegaya, Aya Hagishima, Jun Tanimoto, Yu Dai Tanaka, Ken Ichi Narita

Journal of Environmental Engineering (Japan) 76 ( 659 ) 67 - 73 2011.1

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DOI： 10.3130/aije.76.67

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Aerodynamic parameters of urban building arrays with random geometries Reviewed International journal

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

Boundary-Layer Meteorology 138 ( 1 ) 99 - 120 2011.1

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DOI： 10.1007/s10546-010-9551-7

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Dilemma game structure hidden in traffic flow at a bottleneck due to a 2 into 1 lane junction Reviewed International journal

Makoto Nakata, Atsuo Yamauchi, Jun Tanimoto, Aya Hagishima

Physica A: Statistical Mechanics and its Applications 389 ( 23 ) 5353 - 5361 2010.12

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DOI： 10.1016/j.physa.2010.08.005

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自動車群の流体力学的効果を再現するためのCFDモデルの開発－風洞実験との比較によるモデル係数の検討－ Reviewed

田畑侑一, 今野尚子, 菊池文, 持田灯, 丸山敬, 萩島理, 谷本潤

第21回風工学シンポジウム論文集 67 - 72 2010.12

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DOI： 10.14887/kazekosymp.21.0.67.0
Study of bottleneck effect at an emergency evacuation exit using cellular automata model, mean field approximation analysis, and game theory Reviewed International journal

Jun Tanimoto, Aya Hagishima, Yasukaka Tanaka

Physica A: Statistical Mechanics and its Applications 389 ( 24 ) 5611 - 5618 2010.12

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DOI： 10.1016/j.physa.2010.08.032

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What controls network reciprocity in the Prisoner's Dilemma game? Reviewed International journal

Atsuo Yamauchi, Jun Tanimoto, Aya Hagishima

BIOSYSTEMS 102 ( 2-3 ) 82 - 87 2010.11

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DOI： 10.1016/j.biosystems.2010.07.017

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Field demonstration on thermal environment improvement on the Fukuoka City Hall Square using water retentive materials Reviewed

Ken Ichi Tanaka, Aya Hagishima, Hiroki Kitayama, Hirotoshi Yoda

AIJ Journal of Technology and Design 16 ( 34 ) 1019 - 1022 2010.10

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DOI： 10.3130/aijt.16.1019

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Investigation on turbulent characteristics within urban canopy layer based on outdoor experiment using fine wire thermocouples Reviewed International journal

Aya Hagishima, Ken Ichi Narita, Jun Tanimoto

Journal of Environmental Engineering (Japan) 75 ( 656 ) 877 - 883 2010.10

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DOI： 10.3130/aije.75.877

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Total utility demand prediction system for dwellings based on stochastic processes of actual inhabitants Reviewed International journal

Jun Tanimoto, Aya Hagishima

Journal of Building Performance Simulation 3 ( 2 ) 155 - 167 2010.6

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DOI： 10.1080/19401490903580767

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Field observations of radiation and heat balances on a grass spot and an artificial ground in an Urban area Reviewed

Ken Ichi Tanaka, Aya Hagishima, Hiroki Kitayama, Hirotoshi Yoda

AIJ Journal of Technology and Design 15 ( 31 ) 793 - 796 2009.10

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DOI： 10.3130/aijt.15.793

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CFD prediction of turbulent flow under the influence of moving automobiles in street canyons Reviewed International journal

N. Konno, A. Mochida, T. Maruyama, A. Hagishima, J. Tanimoto, A. Kikuchi, Y. Kikuchi

CD proceedings of Turbulence, Heat and Mass Transfer 6 2009.9

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CFD prediction of turbulent flow under the influence of moving automobiles in street canyons
A stochastic model to predict off/on cooling schedule in dwellings applied by multilayered neural network Reviewed International journal

Jun Tanimoto, Aya Hagishima

Journal of Environmental Engineering (Japan) 74 ( 642 ) 937 - 942 2009.8

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DOI： 10.3130/aije.74.937

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CFD Prediction of flow around car-shaped molds using vehicle canopy model Reviewed International journal

A. Mochida, A. Hagishima, J. Tanimoto, T. Maruyama, A. Kikuchi, Y. Tabata, Y. Kikuchi

Proceedings of 5th Japanese-German Meeting on Urban Climatology 131 - 138 2009.8

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CFD Prediction of flow around car-shaped molds using vehicle canopy model
A study on the bottleneck effect observed in an emergency evacuation exit employed by multi-agent simulation and mean-field approximation analysis Reviewed

Jun Tanimoto, Aya Hagishima, Yasutaka Tanaka

Journal of Environmental Engineering 74 ( 640 ) 753 - 757 2009.6

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DOI： 10.3130/aije.74.753

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A WIND TUNNEL STUDY ON DRAG COEFFICIENT FOR COMPLEX ARRAYS OF VARIOUS TYPES OF ROUGHNESS ELEMENT Reviewed International journal

Manato Yamaguchi, Jun Tanimoto, Aya Hagishima, Yoshiki Kikuchi, Sheikh Ahmad Zaki, Akashi Mochida

CD Proceedings of The 7th International Conference on Urban Climate (ICUC-7) 2009.6

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A WIND TUNNEL STUDY ON DRAG COEFFICIENT FOR COMPLEX ARRAYS OF VARIOUS TYPES OF ROUGHNESS ELEMENT
Aerodynamic parameters of regular arrays of rectangular blocks with various geometries Reviewed International journal

Aya Hagishima, Jun Tanimoto, Koji Nagayama, Sho Meno

Boundary-Layer Meteorology 132 ( 2 ) 315 - 337 2009.6

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DOI： 10.1007/s10546-009-9403-5

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避難口のボトルネック効果に関するマルチエージェントシミュレーションと平均場近似に基づく解析 Reviewed

谷本潤, 萩島理, 田中尉貴

日本建築学会環境系論文集 74 ( 640 ) 753 - 757 2009.4

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A Comparison study on consumers' preference for environmental performance of residential building in Korea and Japan - using ranking method and conjoint analysis - Reviewed

Park Min-sun, Hagishima A, Chun Chung-Yoon

25 ( 3 ) 255 - 262 2009.3

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Dilemma game structure observed in traffic flow at a 2-to-1 lane junction Reviewed International journal

Atsuo Yamauchi, Jun Tanimoto, Aya Hagishima, Hiroki Sagara

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics 79 ( 3 ) 2009.3

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DOI： 10.1103/PhysRevE.79.036104

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Anthropogenic water vapor emissions in Tokyo Reviewed International journal

Ryo Moriwaki, Manabu Kanda, Hiroshi Senoo, Aya Hagishima, Tsuyoshi Kinouchi

Water Resources Research 44 ( 11 ) 2008.11

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DOI： 10.1029/2007WR006624

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

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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DOI： 10.3130/aije.73.1225

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A research on the universal model of environmental dilemma game based on 2x2 game constrained with the exogenous resource restriction An influence of the social network on emerging possibility of the sustainable society part 2 Reviewed International journal

Motoya Wakiyama, Jun Tanimoto, Hiroki Sagara, Aya Hagishima

Journal of Environmental Engineering (Japan) 73 ( 628 ) 831 - 838 2008.6

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DOI： 10.3130/aije.73.831

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Development of CFD Model for Reproducing Aerodynamic Effects of Moving Automobiles in Street Canyon Invited Reviewed International journal

Akashi Mochida, Yuichi Tabata, Aya Hagishima, Jun Tanimoto, Takashi Maruyama, Aya Kikuchi, Yoshiki Kikuchi

CD Proceedings of the 4th International Conference on Advance in Wind and Structures 100 - 114 2008.5

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Development of CFD Model for Reproducing Aerodynamic Effects of Moving Automobiles in Street Canyon
Field measurement on distribution of convective heat transfer coefficient within a real-scale urban canopy Reviewed International journal

Aya Hagishima, Ken Ichi Narita, Hirofumi Sugawara, Jun Tanimoto

Journal of Environmental Engineering (Japan) 73 ( 626 ) 511 - 518 2008.4

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DOI： 10.3130/aije.73.511

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Validation of methodology for utility demand prediction considering actual variations in inhabitant behaviour schedules Reviewed International journal

Jun Tanimoto, Aya Hagishima, Hiroki Sagara

Journal of Building Performance Simulation 1 ( 1 ) 31 - 42 2008.1

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DOI： 10.1080/19401490701868471

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Temperature and wind distribution in an E-W-Oriented urban street canyon Reviewed International journal

Hirofumi Sugawara, Aya Hagishima, Ken ichi Narita, Hiroko Ogawa, Mitsuo Yamano

Scientific Online Letters on the Atmosphere 4 ( 1 ) 53 - 56 2008.1

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DOI： 10.2151/sola.2008-014

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Validation of probabilistic methodology for generating actual inhabitants' behavior schedules for accurate prediction of maximum energy requirements Reviewed International journal

Jun Tanimoto, Aya Hagishima, Hiroki Sagara

Energy and Buildings 40 ( 3 ) 316 - 322 2008.1

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DOI： 10.1016/j.enbuild.2007.02.032

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

Naoki Ikegaya, Jun Tanimoto, Aya Hagishima, Hiroki Sagara

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

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DOI： 10.3130/aijt.13.845

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Validation of a numerical model for urban energy-exchange using outdoor scale-model measurements Reviewed International journal

Toru Kawai, Manabu Kanda, Kenichi Narita, Aya Hagishima

International Journal of Climatology 27 ( 14 ) 1931 - 1942 2007.11

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DOI： 10.1002/joc.1624

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Evaluation of coupled outdoor and indoor thermal comfort environment and anthropogenic heat Reviewed International journal

Yuemei Zhu, Jing Liu, Aya Hagishima, Jun Tanimoto, Yang Yao, Zuiliang Ma

Building and Environment 42 ( 2 ) 1018 - 1025 2007.2

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DOI： 10.1016/j.buildenv.2005.10.019

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エネルギー計算に用いる生活スケジュールに関する研究 : 第3報-普遍的データ生成法 Reviewed

相良博喜, 谷本潤, 萩島理

空気調和・衛生工学会論文集 30 ( 105 ) 29 - 35 2005.12

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DOI： 10.18948/shase.30.105_29

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壁面緑化システムの熱収支構造に関する屋外観測 Reviewed

萩島理, 谷本潤, 高尾京子

日本建築学会技術報告集 11 ( 22 ) 253 - 258 2005.12

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DOI： 10.3130/aijt.11.253

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複雑都市形状におけるアルベド解析のための放射計算モデルとそのアプリケーションALBEDO Calculator & Viewerの開発 Reviewed

谷本潤, 萩島理, シムクライパリチャート

日本建築学会技術報告集 11 ( 21 ) 153 - 157 2005.6

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State transition probability forthe Markov Model dealing with on/off cooling schedule in dwellings, Reviewed International journal

Tanimoto J, Hagishima A

Energy and Buildings 37 ( 3 ) 181 - 187 2005.3

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DOI： 10.1016/j.enbuild.2004.02.002
環境性能を考慮した建築物の総合評価のための重み決定法に関する諸検討 Reviewed

萩島理, 谷本潤, 高園洋行

日本建築学会環境系論文集 70 ( 587 ) 63 - 69 2005.1

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DOI： 10.3130/aije.70.63_1

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戸建住宅の選好における環境性能の影響把握のための基礎的検討 Reviewed

萩島理, 谷本潤, 高園洋行

日本建築学会環境系論文集 69 ( 586 ) 53 - 59 2004.12

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DOI： 10.3130/aije.69.53_7

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マルチエージェントシミュレーションに基づく人間-環境-社会システムのモデル化一試論 Reviewed

谷本潤, 萩島理, 三浦泰久

日本建築学会環境系論文集 69 ( 586 ) 91 - 97 2004.12

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A multi agent simulation model to deal how the Human-Environment-Society System can approach the sustainable society was established. The model expresses dynamic process where three agents, a government, enterprises and consumers play interdependently through a variety of economic activities. Every enterprise and consumer has respective value systems that are both defined by price and environmental load. Each enterprise is imposed to determine how weighty between price and environmental load when she produces goods in order to maximize her profit. While each consumer also determines how weighty between price and environmental load when he buy products in order to maximize his utility. These determination processes are described as learning systems on an individual agent based on Finite State Machine, FSM and Genetic Algorism, GA. As a whole, the model can display a various paths whether the society goes to the sustainable world or the materialism world. The built model was verified qualitatively, and numerical simulations were presented.

DOI： 10.3130/aije.69.91_5

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Numerical Simulation on Outdoor Thermal Comfort Using Revised AUSSSM Model Reviewed International journal

Jing Liu, Yuemei Zhu, Aya Hagishima, Jun Tanimoto, Hiroshi Yoshino

The 3rd International Workshop on Energy and Environment of Residential Buildings 185 - 190 2004.11

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Numerical Simulation on Outdoor Thermal Comfort Using Revised AUSSSM Model
A computer system to support Albedo Calculation in urban areas Reviewed International journal

P Chimklai, A Hagishima, J Tanimoto

BUILDING AND ENVIRONMENT 39 ( 10 ) 1213 - 1221 2004.10

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DOI： 10.1016/j.buildenv.2004.02.006

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都市表面の対流熱伝達率に関する既往研究のレビュー Reviewed

萩島理, 谷本潤, 成田健一

水文・水資源学会誌 17 ( 5 ) 536 - 554 2004.9

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Language：Japanese Publishing type：Research paper (scientific journal)

DOI： 10.3178/jjshwr.17.536
An approach for coupled simulation of building thermal effects and urban climatology Reviewed International journal

Jun Tanimoto, Aya Hagishima, Parichart Chimklai

Energy and Buildings 36 ( 8 ) 781 - 793 2004.8

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.1016/j.enbuild.2004.01.019

Other Link：公開
Field measurements for estimating the convective heat transfer coefficient at building surfaces Reviewed International journal

Aya Hagishima, Jun Tanimoto

Building and Environment 38 ( 7 ) 873 - 881 2003.1

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Language：English Publishing type：Research paper (scientific journal)

DOI： 10.1016/S0360-1323(03)00033-7

Other Link：公開
冷房発停にマルコフモデルを適用した場合の熱負荷特性に関する基礎的検討 : 第2報-多数室問題に関する考察 Reviewed

谷本潤, 片山忠久, 林徹夫, 萩島理

空気調和・衛生工学会論文集 24 ( 73 ) 77 - 83 1999.4

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Language：Japanese

既報に引き続き,多数室問題に関して,次時刻の冷房発停および窓,扉開閉のスケジュールがマルコフ過程で確率的に取り扱い得ると仮定し,このことが建築伝熱系解析上,いかなる意味を有するのかについて,数値計算により検討した.計算対象は集合住宅中間階の3室よりなる1住戸であり,状態遷移確率は既報で示した室内外それぞれのSET^*で定義された関数を用いた.また,各3室における居住者の在室確率を正規分布を仮定し付与し,各時刻で居住者が居ない室にあっては冷房発停や窓,扉開閉などの人為操作は生じないとした.これにより,より現実的な条件設定での検討が可能となった.特性値である期間冷房全熱負荷,最大冷房全熱負荷は,試行10^4回のモンテカルロシミュレーションにより求め,バリエーションスタディの結果について考察を加えた.

DOI： 10.18948/shase.24.73_77

Other Link：公開
屋外観測に基づく都市内外における乱流輸送量に関する研究 Reviewed

谷本潤, 片山忠久, 林徹夫, 片多奈津子, 萩島理

日本建築学会計画系論文集 63 ( 513 ) 69 - 76 1998.11

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Language：Japanese Publishing type：Research paper (scientific journal)

DOI： 10.3130/aija.63.69_5

Other Link：公開

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Books

都市の気象と気候気象研究ノート第224号

神田学, 藤部文昭, 近藤純正, 亀掛川幸宏, 大原利真, 森野悠, 森脇亮, 萩島理, 近藤裕昭, 日下博幸, 足永靖信, 山田崇, 及川義教, 大野浩史, 青柳暁典, 清野直子（ Role： Joint author）

日本気象学会 2012.2

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Language：Japanese Book type：General book, introductory book for general audience
ヒートアイランドと建築・都市－対策のビジョンと課題

日本建築学会叢書「ヒートアイランドと建築・都市」編集委員会（ Role： Joint author）

日本建築学会 2007.8

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Language：Japanese Book type：General book, introductory book for general audience
建築設計資料集成環境

小玉, 鎌田, 梅干野他多数（ Role： Joint author）

丸善 2007.4

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Language：Japanese Book type：Scholarly book

Presentations

Promotion of International Collaborative Education Based on Double Degree Program: Lessons Learned from CAMPUS ASIA Program International conference

Aya Hagishima, Seigi Mizuno, Wang Dong

Qs Apple 2019 2019.11

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Event date： 2019.11 - 2021.11

Language：English Presentation type：Oral presentation (general)

Country：Japan
Development of estimation method for convective heat transfer coefficient distribution using near-infrared spectroscopy International conference

Hiroshi Eshima, Takuya Yasumasu, Naoki Ikegaya, Aya Hagishima, Jun Tanimoto

The 11th International Meeting on Advances in ThermoFluids (IMAT2019) 2019.11

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Event date： 2019.11

Language：English Presentation type：Oral presentation (general)

Country：Japan
Analysis of seasonal variation and household variation of air-conditioning usage in a residential region in Osaka International conference

Jiajun Lyu, Aya Hagishima, Jun Tanimoto, Tetsushi Ono, Ataru Sato

The 11th International Meeting on Advances in ThermoFluids (IMAT2019) 2019.11

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Event date： 2019.11

Language：English Presentation type：Oral presentation (general)

Country：Japan
Observed Diverse Indoor Thermal Environment of Low Cost Dwellings Located in a Kampung District International conference

Solli Murtyas, Aya Hagishima, Kusumaningdyah N.H

The 11th International Meeting on Advances in ThermoFluids (IMAT2019) 2019.11

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Event date： 2019.11

Language：English Presentation type：Oral presentation (general)

Country：Japan
Unsteady numerical simulation of indoor air of a building within an urban-like boundary layer International conference

Yusuke Adachi, Hanami Satonaka, Naoki Ikegaya, Aya Hagishima, Jun Tanimoto

The 11th International Meeting on Advances in ThermoFluids (IMAT2019) 2019.11

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Event date： 2019.11

Language：English Presentation type：Oral presentation (general)

Country：Japan
Challenges seeking for affordable cooling strategies of built environment in tropical regions Invited International conference

Aya Hagishima, Sheikh Ahmad Zaki Bin Shaikh Salim

The 16th International Conference on QiR (Quality in Research) 2019 2019.7

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Event date： 2019.7

Language：English Presentation type：Oral presentation (general)

Country：Indonesia
Statistical analysis of air conditioning peak loads of multiple dwellings International conference

Tetsushi Ono, Aya Hagishima Jun Tanimoto

CLIMA 2019, REHVA 13th HVRC World Congress 2019.5

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Event date： 2019.5

Language：English Presentation type：Oral presentation (general)

Country：Romania
Urban climate phenomena and urban designs How can we estimate urban effects on climate? Invited International conference

Aya Hagishima

The Architectural Institute of Korea, Busan Ulsan Gyeongnam Chapter 2015.11

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Event date： 2015.11

Language：English Presentation type：Oral presentation (invited, special)

Country：Korea, Republic of
単純粗度キャノピーの地表面付近に発生する突風に関するLarge-eddy Simulation

池田恭彰, 萩島理, 池谷直樹, 谷本潤

第28回数値流体力学シンポジウム 2014.12

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Event date： 2014.12

Language：Japanese Presentation type：Oral presentation (general)

Venue：東京 Country：Japan
On the effect of various design factors on wind-induced natural ventilation of residential buildings in Malaysia International conference

M. F. Mohamad, A. Hagishima, J. Tanimoto, N. Ikegaya, A. R. Omar

The 2nd Asia conference of International Building Performance Simulation Association 2014.11

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Event date： 2014.11

Language：English Presentation type：Oral presentation (general)

Country：Japan
Large-Eddy Simulation for Turbulent Nature of Flow and Pressure Fields over Urban Building Arrays International conference

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

The 2nd Asia conference of International Building Performance Simulation Association 2014.11

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Event date： 2014.11

Language：English Presentation type：Oral presentation (general)

Country：Japan
A Wind Tunnel Study on Effect of Scalar Transport between Urban-like Block Array and Air International conference

J. Chung, A. Hagishima, N. Ikegaya, J. Tanimoto

The 2nd Asia conference of International Building Performance Simulation Association 2014.11

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Event date： 2014.11

Language：English Presentation type：Oral presentation (general)

Country：Japan
Large-Eddy Simulation on the gust probability in urban pedestrian spaces International conference

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

The 2nd Asia conference of International Building Performance Simulation Association 2014.11

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Event date： 2014.11

Language：English Presentation type：Oral presentation (general)

Country：Japan
Estimation of wind-induced ventilation in urban building of regular arrays with various layouts International conference

Sheikh Ahmad Zaki, Aya Hagishima, and Jun Tanimoto

5th International Building Physics Conference 2012.5

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Event date： 2012.5

Language：English Presentation type：Oral presentation (general)

Country：Japan
Large-Eddy Simulation on airflow over a building Array for assessment of well ventilated city International conference

Azli Abd Razak, Aya Hagishima, and Jun Tanimoto

5th International Building Physics Conference 2012.5

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Event date： 2012.5

Language：English Presentation type：Oral presentation (general)

Country：Japan
直方体粗度群の抗力係数および流体力学的パラメータに関する考察

萩島理, 山口真人, 谷本潤

日本建築学会大会 2011.8

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Event date： 2011.8 - 2012.8

Language：Japanese Presentation type：Oral presentation (general)

Venue：早稲田大学 Country：Japan
複雑都市形状におけるスカラー輸送係数モデル化のための風洞実験

池谷直樹, 萩島理, 谷本潤, 田中雄大, 成田建一

日本建築学会大会 2011.8

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Event date： 2011.8 - 2012.8

Language：Japanese Presentation type：Oral presentation (general)

Venue：早稲田大学 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

Fifth International Symposium on Computational Wind Engineering (CWE2010) 2010.5

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Event date： 2010.5

Language：English Presentation type：Oral presentation (general)

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

Fifth International Symposium on Computational Wind Engineering (CWE2010) 2010.5

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Event date： 2010.5

Language：English Presentation type：Oral presentation (general)

Country：United States
Large-eddy simulation of scalar transport phenomena between an urban surface and atmosphere International conference

Naoki Ikegaya, Aya Hagishima, Jun Tanimoto

Fifth International Symposium on Computational Wind Engineering (CWE2010) 2010.5

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Event date： 2010.5

Language：English Presentation type：Oral presentation (general)

Country：United States
A wind tunnel study on drag coefficient for complex arrays of various types of roughness elements International conference

Manato Yamaguchi, Jun Tanimoto, Aya Hagishima, Yoshiki Kikuchi, Sheikh Ahmad Zaki, Akashi Mochida

The International Association for Urban Climate (IAUC) 2009.6

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Event date： 2009.6 - 2009.7

Language：English

Country：Japan
Investigation on transfer coefficient for various geometric types of urban-like roughness based on the salinity method International conference

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

The International Association for Urban Climate (IAUC) 2009.6

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Event date： 2009.6 - 2009.7

Language：English

Country：Japan
Aerodynamic parameters of urban building arrays with random geometry International conference

Sheikh Ahmad Zaki, Yoskiki Kikuchi, Manato Yamaguchi, Aya Hagishima, Jun Tanimoto

The International Association for Urban Climate (IAUC) 2009.6

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Event date： 2009.6 - 2009.7

Language：English Presentation type：Oral presentation (general)

Country：Japan
Multi point measurement on the turbulent characteristics within urban-like canopy using numerous fine wire thermocouples THERMOCOUPLES International conference

Aya Hagishima, Ken-ichi Narita, Jun Tanimoto, and Tomohito Kimura

The International Association for Urban Climate (IAUC) 2009.6

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Event date： 2009.6 - 2009.7

Language：English Presentation type：Oral presentation (general)

Country：Japan
A wind tunnel experiment on scalar transfer coefficients of complex urban array International conference

Ikeagaya, N., Hagishima, A., Tanimoto, J

5th Japanese-German Meeting on Urban Climatology, Freiburg, Germany 2008.10

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Event date： 2008.10

Language：English Presentation type：Oral presentation (general)

Country：Germany
Drag force coefficient and roughness parameters for urban-like roughness with non-uniform heights International conference

Hagishima, A., Tanimoto, J

5th Japanese-German Meeting on Urban Climatology, Freiburg, Germany 2008.10

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Event date： 2008.10

Language：English Presentation type：Oral presentation (general)

Country：Germany
Wind tunnel experiment on drag force coefficient of urban-like roughness with height variation International conference

Aya Hagishima, Jun Tanimoto

4th International Conference on Advances in Wind and Structures 2008.6

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Event date： 2008.6

Language：English Presentation type：Public lecture, seminar, tutorial, course, or other speech

Country：Korea, Republic of
都市乱流境界層における壁面風圧の時間変動に関するLarge-eddy Simulation

廣瀬智陽子, 萩島理, 池谷直樹, 谷本潤

第28回数値流体力学シンポジウム 2014.12

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Language：Japanese Presentation type：Oral presentation (general)

Venue：船堀ホール・東京 Country：Japan
An Intrigued Analysis to Quantify the Causes for Urban Heat Island by the Revised ARCHITECTURE - URBAN -SOIL - SIMULTANEOUS SIMULATION MODEL, AUSSSM Part.1 Theoretical Background and Model Frame Showing with a Resutt of Standard Solution International conference

Hagishima. A.; Tanimoto. J.; Katayama. T.

AMS Forth symposium on the urbanenvironment 2002.5

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Language：English Presentation type：Oral presentation (general)

Country：United States
Field experiment on the oasis effect of urban areas using potted plants ,2004.8 International conference

Aya Hagishima, Ken-ichi Narita and Jun Tanimoto

5TH Urban Environment of AMS, 2004.8

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Language：English Presentation type：Oral presentation (general)

Country：Canada
２次元都市キャノピー空間の気流性状及び熱収支に関する屋外観測第2報　対流熱伝達率

萩島理, 谷本潤, 成田健一, 菅原広史, 木村聖

日本建築学会 2005.9

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Language：Japanese Presentation type：Oral presentation (general)

Venue：神奈川大学 Country：Japan
Field measurement on convective heat transfer coefficient of full-scale 2D canopy International conference

Hagishima, A.;Narita.K.;Sugawara.H.;Tanimoto.J

International Conference on Urban Climate 2006.5

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Language：English Presentation type：Oral presentation (general)

Country：Sweden
屋外都市スケールモデルCOSMOにおけるキャノピー内の温度場と気流場の観測

萩島理, 谷本潤, 成田建一

日本建築学会 2006.9

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Language：Japanese Presentation type：Oral presentation (general)

Venue：神奈川大学 Country：Japan
複雑形状都市におけるバルク運動量輸送係数バラメタリゼーションのための風洞模型実験

永山浩二, 萩島理, 谷本潤

日本建築学会 2006.9

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Language：Japanese Presentation type：Oral presentation (general)

Venue：神奈川大学 Country：Japan
複雑形状都市におけるバルク運動量輸送係数パラメータリゼーションのための風洞模型実験第２報境界層厚さ、粗度長、ゼロ面変位の推定

萩島理, 谷本潤, 永山浩二, 古賀正浩

日本建築学会 2007.9

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Language：Japanese Presentation type：Oral presentation (general)

Venue：福岡大学 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

末永啓, 萩島理, 谷本潤, 成田健一, 前田一行

日本建築学会 2007.9

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Language：Japanese Presentation type：Oral presentation (general)

Venue：福岡大学 Country：Japan
Wind-tunnel experiments on scalar boundary layer over cubical block arrays International conference

Naoki Ikegaya, Aya Hagishima, Jun Tanimoto

Proc. 8th Int. Conf. on Urban Climate (ICUC-8) 2012.8

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Language：English Presentation type：Oral presentation (general)

Country：Ireland
Drag Coefficients of staggered arrays with various block International conference

Aya Hagishima, Naoki Ikegaya, Jun Tanimoto, Manato Yamaguchi

Proc. 8th Int. Conf. on Urban Climate (ICUC-8) 2012.8

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Language：English Presentation type：Oral presentation (general)

Country：Ireland
Wind-induced natural ventilation in typical single story terraced houses in Malaysia International conference

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

13th Int. IBPSA Conf. Building Simulation 2013 2013.8

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Language：English Presentation type：Oral presentation (general)

Country：France
Stochastic characteristics of thermal load in a single dwelling in a residential building based on building energy simulation coupled with a sub-model International conference

Aya Hagishima, Jun Tanimoto

13th Int. IBPSA Conf. Building Simulation 2013 2013.8

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Language：English Presentation type：Oral presentation (general)

Country：France
Geometric Effects on Wind Environment in Simplified Urban Canopies International conference

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

The 6th International Symposium on Computational Wind Engineering 2014.6

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Language：English Presentation type：Oral presentation (general)

Country：Germany
Characteristics of spatio-temporal fluctuation of urban pedestrian wind derived from Large-Eddy Simulation International conference

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

The 6th International Symposium on Computational Wind Engineering 2014.6

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Language：Others Presentation type：Oral presentation (general)

Country：Germany
Turbulent flow nature inside and around buildings drawn by Computational Fluid Dynamics (CFD) and wind tunnel experiments Invited

Aya Hagishima

18th International Conference on Sustainable Environment and Architecture (SENVAR) 2018.9

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Event date： 2018.9

Language：English Presentation type：Oral presentation (invited, special)

Country：Indonesia
住宅における居住者の冷房使用行動の季節変動に関する考察

萩島理, 谷本潤, 池谷直樹, 佐藤新見, 小野哲嗣

日本建築学会大会学術講演梗概集・建築デザイン発表梗概集(CD-ROM) 2018.7

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Event date： 2018.7

Language：Japanese

Country：Other
Green infrastructure and urban sustainability Invited International conference

Aya Hagishima

3rd International Conference on Industrial Mechanical, Electrical, and Chemical Engineering, ICIMECE 2017 2018.2

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Event date： 2017.9

Language：English

Country：Indonesia
外気温度の履歴が住宅のエアコン使用に与える影響に関する統計分析

小野哲嗣, 萩島理, 谷本潤

日本建築学会大会学術講演梗概集・建築デザイン発表梗概集(CD-ROM) 2017.7

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Event date： 2017.7

Language：Japanese

Country：Other
都市表面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

日本建築学会大会学術講演梗概集・建築デザイン発表梗概集(CD-ROM) 2016.7

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Event date： 2016.7

Language：Japanese

Country：Other
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 2015.9

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Event date： 2015.9

Language：Japanese

Country：Other
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 2015.9

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Event date： 2015.9

Language：Japanese

Country：Other
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 2015.9

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Event date： 2015.9

Language：Japanese

Country：Other
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 2015.9

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Event date： 2015.9

Language：Japanese

Country：Other
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 2015.9

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Event date： 2015.9

Language：Japanese

Country：Other
Large eddy simulation of wind pressure distribution on heterogeneous buildings in idealised urban models

Ahmad Faiz Mohammad, Sheikh Ahmad Zaki, Mohamed Sukri Mat Ali, Aya Hagishima, Azli Abdul Razak, Masataka Shirakashi, Norio Arai

6th International Building Physics Conference, IBPC 2015 2015.11

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Event date： 2015.6

Language：English

Country：Italy
A validation study for CFD simulation of a simplified urban model

Ahmad Faiz Mohammad, Sheikh Ahmad Zaki, Mohamed Sukri Mat Ali, Aya Hagishima, Azli Abd Razak

3rd International Conference on Manufacturing Engineering and Process, ICMEP 2014 2014.1

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Event date： 2014.4

Language：English

Country：Korea, Republic of
A validation study for CFD simulation of a simplified urban model

Ahmad Faiz Mohammad, Sheikh Ahmad Zaki, Mohamed Sukri Mat Ali, Aya Hagishima, Azli Abd Razak

3rd International Conference on Manufacturing Engineering and Process, ICMEP 2014 2014.1

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Event date： 2014.4

Language：English

Country：Korea, Republic of
実在都市キャニオン内の流れ場に関する検討(その4)―温熱環境評価のためのLES―

道岡武信, 佐藤歩, 香月壮亮, 萩島理

大気環境学会年会講演要旨集 2013.8

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Event date： 2013.8

Language：Japanese

Country：Other
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 2013.8

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Event date： 2013.8

Language：Japanese

Country：Other
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 2013.8

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Event date： 2013.8

Language：Japanese

Country：Other
Mean wind flow field around idealized block arrays with various aspect ratios

Azli Abd Razak, Aya Hagishima, Naoki Ikegaya, Mohd Faizal Mohamad, Sheikh Ahmad Zaki

International Conference on Advances in Mechanical Engineering 2013, ICAME 2013 2013.10

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Event date： 2013.8

Language：English

Country：Malaysia
Mean wind flow field around idealized block arrays with various aspect ratios

Azli Abd Razak, Aya Hagishima, Naoki Ikegaya, Mohd Faizal Mohamad, Sheikh Ahmad Zaki

International Conference on Advances in Mechanical Engineering 2013, ICAME 2013 2013.8

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Event date： 2013.8

Language：English

Country：Malaysia
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

Aya Hagishima, Jun Tanimoto, Naoki Ikegaya, Seijiro Mitsuyasu

13th Conference of the International Building Performance Simulation Association, BS 2013 2013.8

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Event date： 2013.8

Language：English

Country：France
Wind-induced natural ventilation in typical single storey terraced houses in Malaysia

Mohamad Mohd Faizal, Aya Hagishima, Tanimoto Jur, Naoki Ikegaya, Omar Abdul Raliman

13th Conference of the International Building Performance Simulation Association, BS 2013 2013.8

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Event date： 2013.8

Language：English

Country：France
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

池谷直樹, 萩島理, 谷本潤

日本建築学会大会学術講演梗概集・建築デザイン発表梗概集(CD-ROM) 2013.7

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Event date： 2013.7

Language：Japanese

Country：Other
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

佐藤幹, 萩島理, 谷本潤, 池谷直樹

日本建築学会大会学術講演梗概集・建築デザイン発表梗概集(CD-ROM) 2013.7

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Event date： 2013.7

Language：Japanese

Country：Other
40374 自動車群・歩行者群等のような様々な形状・密度の一様物体群が風環境に与える影響の予測手法の開発 : (その3)アスペクト比をパラメータとしたCanopyモデル係数設定方法の一般化(CFDモデリング,環境工学I,2012年度大会(東海)学術講演会・建築デザイン発表会)

小野梓, 持田灯, 今野尚子, 丸山敬, 萩島理, 谷本潤

学術講演梗概集 2012.9

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Event date： 2012.9

Language：Japanese

Country：Other
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 2012.9

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Event date： 2012.9

Language：Japanese

Country：Other
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 2012.9

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Event date： 2012.9

Language：Japanese

Country：Other
H-1 大規模階段状緑化建築と隣接する公園の冷気生成に関する実測研究

三坂育正, 成田健一, 谷本潤, 萩島理, 小島倫直

学術講演会論文集 2012.8

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Event date： 2012.8

Language：Japanese

Country：Other
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回数値流体力学シンポジウム 2011.12

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Event date： 2011.12 - 2012.12

Language：Japanese Presentation type：Oral presentation (general)

Venue：大阪大学 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回数値流体力学シンポジウム 2011.12

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Event date： 2011.12 - 2012.12

Language：Japanese Presentation type：Oral presentation (general)

Venue：大阪大学 Country：Japan
Spatial distribution of pressure drag acting on rectangular block arrays with various layouts

Sheikh Ahmad Zaki, Aya Hagishima, Jun Tanimoto

12th Conference of International Building Performance Simulation Association Building Simulation 2011, BS 2011 2011.11

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Event date： 2011.11

Language：English

Country：Australia
Total utility demand prediction for multi-dwelling sites considering variation of occupant behavior schedules

Jun Tanimoto, Aya Hagishima, Takeshi Iwai, Naoki Ikegaya

12th Conference of International Building Performance Simulation Association Building Simulation 2011, BS 2011 2011.11

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Event date： 2011.11

Language：English

Country：Australia
[Ⅲ145]自動車群・歩行者群等のような様々な形状・密度の一様物体群が風環境に与える影響の予測手法の開発（その2）パラメトリックスタディによる物体形状に即したCanopyモデル係数設定法の提案

今野尚子, 小野梓, 持田灯, 丸山敬, 萩島理, 谷本潤, 田畑侑一, 山口真人

建築学会年次大会梗概集, 環境工学I 2011.8

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Event date： 2011.8

Language：Others

Country：Other
40331 自動車群・歩行者群等のような様々な形状・密度の一様物体群が風環境に与える影響の予測手法の開発 : (その1)高アスペクト比形状の粗度群を対象とした建物Canopyモデル係数値の適用性の検討(都市気候シミュレーション(1),環境工学I)

小野梓, 今野尚子, 持田灯, 丸山敬, 萩島理, 谷本潤, 田畑侑一, 山口真人

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 2011.7

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Event date： 2011.7

Language：Japanese

Country：Other
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 2011.7

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Event date： 2011.7

Language：Japanese

Country：Other
40333 直方体粗度群の抗力係数および流体力学的パラメータに関する考察(都市気候シミュレーション(1),環境工学I)

萩島理, 山口真人, 谷本潤

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 2011.7

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Event date： 2011.7

Language：Japanese

Country：Other
40332 自動車群・歩行者群等のような様々な形状・密度の一様物体群が風環境に与える影響の予測手法の開発 : (その2)パラメトリックスタディによる物体形状に即したCanopyモデル係数設定法の提案(都市気候シミュレーション(1),環境工学I)

今野尚子, 小野梓, 持田灯, 丸山敬, 萩島理, 谷本潤, 田畑侑一, 山口真人

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 2011.7

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Event date： 2011.7

Language：Japanese

Country：Other
40336 自動車群・歩行者群等のような移動する障害物の流体力学的効果を再現するためのCFDサブモデルの開発 : (その1)自動車精巧模型・人体精巧模型を対象とした風洞実験との比較(街路空間,環境工学I)

今野尚子, 菊池文, 持田灯, 萩島理, 丸山敬, 谷本潤

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 2009.7

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Event date： 2009.7

Language：Japanese

Country：Other
41055 居住者生活スケジュール多様性を考慮した熱負荷予測手法を用いた基礎的検討(熱負荷計算(2),環境工学II)

諌山由紀子, 岩井雄志, 谷本潤, 萩島理

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 2009.7

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Event date： 2009.7

Language：Japanese

Country：Other
40533 集合住宅の諸性能に対する購入者の選好傾向の韓国と日本の比較研究(その2) : 韓国・ソウルと日本・神奈川の比較(評価手法(2),環境工学I)

パクミンソン, 萩島理, 全貞ユン, 太田篤史, 谷本潤, 森奈緒子

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 2009.7

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Event date： 2009.7

Language：Japanese

Country：Other
40532 集合住宅の諸性能に対する購入者の選好傾向の日本と韓国の比較研究(その1) : 日本・神奈川の場合(評価手法(2),環境工学I)

森奈緒子, 太田篤史, 萩島理, 全貞ユン, パクミンソン

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 2009.7

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Event date： 2009.7

Language：Japanese

Country：Other
CFD prediction of turbulent flow under the influence of moving automobiles in street canyons International conference

Naoko Konno, Yuichi Tabata, Aya Kikuchi, Akashi Mochida, Takashi Maruyama, Aya Hagishima, Jun Tanimoto, Yoshiki Kikuchi

The International Association for Urban Climate (IAUC) 2009.6

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Event date： 2009.6 - 2009.7

Language：English Presentation type：Oral presentation (general)

Country：Japan
C209 上空への顕熱輸送に対する都市内気流構造の役割(大気境界層I)

山野満男, 菅原広史, 成田健一, 谷本潤, 萩島理, 石橋昌樹

大会講演予講集 2009.4

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Event date： 2009.4

Language：Japanese

Country：Other
518 環境関連技術の内部・外部価値の仮想評価スキームの開発 : (その1) 環境配慮型製品について

吉開大祐, 依田浩敏, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 2009.3

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Event date： 2009.3

Language：Japanese

Country：Other
Requirements for an interdisciplinary bridge between building and urban scale physics Invited International conference

A. Hagishima

Building Simulation 2007 2007.9

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Event date： 2008.9

Language：English Presentation type：Oral presentation (general)

Country：China
40441 自動車走行に伴う街路空間の流れ場・拡散場の変化を記述するCFDサブモデルの開発 : その3 簡略化された自動車モデルを用いた風洞実験とCFD解析の比較(都市キャノピー,環境工学I)

田畑侑一, 持田灯, 丸山敬, 萩島理, 谷本潤, 菊池文

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 2008.7

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Event date： 2008.7

Language：Japanese

Country：Other
41084 居住者の生活スケジュールの多様性を考慮したユーティリティデマンド予測に関する研究 : 第1報手法の概要と集合住宅モデルケースの検討(住宅のエネルギー消費(2),環境工学II)

岩井雄志, 谷本潤, 萩島理

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 2008.7

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Event date： 2008.7

Language：Japanese

Country：Other
40572 集合住宅の環境性能に関する消費者選好の韓国と日本の比較研究(海外都市住環境,環境工学I)

パクミンソン, 萩島理, 全貞ユン, 依田浩敏, 谷本潤, 和田宗憲

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 2008.7

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Event date： 2008.7

Language：Japanese

Country：Other
40452 複雑形状都市におけるバルク運動量輸送係数パラメタリゼーションのための風洞模型実験 : 第3報直方体粗度のダイアモンド配列および自動車模型群に関する検討(風洞実験,環境工学I)

菊池圭起, 萩島理, 谷本潤, 持田灯

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 2008.7

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Event date： 2008.7

Language：Japanese

Country：Other
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 2008.7

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Event date： 2008.7

Language：Japanese

Country：Other
40447 2次元都市キャノピー空間の気流性状及び熱収支に関する屋外観測 : 第3報気流場の特性(街区の風通し,環境工学I)

萩島理, 谷本潤, 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 2008.7

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Event date： 2008.7

Language：Japanese

Country：Other
40442 自動車走行に伴う街路空間の流れ場・拡散場の変化を記述するCFDサブモデルの開発 : その4 自動車形状の再現の粗密および自動車形状に係わるパラメータの設定法の相違の影響について(都市キャノピー,環境工学I)

菊池文, 持田灯, 萩島理, 谷本潤, 田畑侑一

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 2008.7

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Event date： 2008.7

Language：Japanese

Country：Other
Development of CFD Model for Reproducing Aerodynamic Effects of Moving Automobiles in Street Canyon Invited International conference

Akashi Mochida, Yuichi Tabata, Aya Hagishima, Jun Tanimoto, Takashi Maruyama, Aya Kikuchi, and Yoshiki Kikuchi

4th International Conference on Advances in Wind and Structures 2008.6

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Event date： 2008.6

Language：English Presentation type：Oral presentation (invited, special)

Country：Korea, Republic of
P204 上空風向の変化に対する都市キャニオン内の気流構造変化

山野満男, 菅原広史, 成田健一, 谷本潤, 萩島理, 石橋昌樹

大会講演予講集 2008.4

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Event date： 2008.4

Language：Japanese

Country：Other
Validation of the probabilistic methodology to generate actual inhabitants' behavior schedules for accurate prediction of maximum energy requirement

Jun Tanimoto, Aya Hagishima, Hiroki Sagara

Building Simulation 2007, BS 2007 2007.9

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Event date： 2007.9

Language：English

Country：China
41340 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(屋内拡散(1),環境工学II)

末永啓, 萩島理, 谷本潤, 成田健一, 前田一行

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 2007.7

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Event date： 2007.7

Language：Japanese

Country：Other
41344 複雑形状都市におけるバルク運動量輸送係数パラメタリゼーションのための風洞模型実験 : 第2報境界層厚さ,祖度長,ゼロ面変化の推移(屋内拡散(1),環境工学II)

萩島理, 谷本潤, 糸山浩二, 古賀正浩

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 2007.7

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Event date： 2007.7

Language：Japanese

Country：Other
Total utility demand prediction based on probabilistically generated behaviroal schedules of actural inhabitants

Jun Tanimoto, Aya Hagishima

11th International IBPSA Conference - Building Simulation 2009, BS 2009 2009.7

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Event date： 2007.7

Language：English

Country：United Kingdom
Evaluating the impact of solar radiation on outdoor thermal comfort by the development and validation of a simple Urban climatic model International conference

Yuemei Zhu, Jing Liu, Yang Yao, Zuiliang Ma, Aya Hagishima, Jun Tanimoto

2006 International Solar Energy Conference, ISEC2006 2007.7

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Event date： 2006.7

Language：English Presentation type：Oral presentation (general)

Country：United States
Simple urban energy balance model for meso-scale simulation (SUMM)

M. Kanda, T. Kawai, M. Kanega, R. Moriwaki, Aya Hagishima, K. Narita

86th AMS Annual Meeting

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Event date： 2006.1 - 2006.2

Language：English

Country：United States
P340 建物キャノピー内の気流場と風速プロファイル

小川弘子, 菅原広史, 萩島理, 成田健一, 木村聖, 谷本潤, 神田学, 森脇亮

大会講演予講集 2005.10

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Event date： 2005.10

Language：Japanese

Country：Other
Cooling looad simulation considering actual variation of inhabitants' behavior inhabitants' behavior for accurate estimation of urban maximum energy requirement

Jun Tanimoto, Aya Hagishima, Hiroki Sagara

Building Simulation 2005 - 9th International IBPSA Conference, BS 2005 2005.8

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Event date： 2005.8

Language：English Presentation type：Oral presentation (general)

Country：Canada
40369 2次元都市キャノピー空間の気流性状及び熱収支に関する屋外観測 : 第1報気流分布及び気温分布(キャノピー・スケールモデル,環境工学I)

木村聖, 萩島理, 谷本潤, 成田健一, 菅原広史

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 2005.7

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Event date： 2005.7

Language：Japanese

Country：Other
40370 2次元都市キャノピー空間の気流性状及び熱収支に関する屋外観測 : 第2報対流熱伝達率(キャノピー・スケールモデル,環境工学I)

萩島理, 谷本潤, 成田健一, 菅原広史, 木村聖

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 2005.7

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Event date： 2005.7

Language：Japanese

Country：Other
P308 建物群における熱フラックスと気流場の実測

小川弘子, 菅原広史, 萩島理, 成田健一, 木村聖, 谷本潤, 神田学, 森脇亮

大会講演予講集 2005.4

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Event date： 2005.4

Language：Japanese

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Comparisons of various experimental results on the convective heat transfer coefficient of urban surfaces

Aya Hagishima, Jun Tanimoto, Ken Ichi Narita

5th Symposium on the Urban Environment 2004.8

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Event date： 2004.8

Language：English Presentation type：Oral presentation (general)

Country：Canada
Field experiment on the oasis effect of urban areas using potted plants

Aya Hagishima, Ken Ichi Narita, Jun Tanimoto

5th Symposium on the Urban Environment 2004.8

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Event date： 2004.8

Language：English Presentation type：Oral presentation (general)

Country：Canada
C-20 エネルギー計算に用いる生活スケジュールに関する研究 : 普遍的発生法の基礎的検討

相良博喜, 谷本潤, 萩島理

学術講演会論文集 2004.8

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Event date： 2004.8

Language：Japanese

Country：Other

A probabilistic method to generate a number of individual daily life-schedules was established, which seems to be useful in a set of calculations of various energy peak loads, including not only cooling or heating requirements but also domestic hot water even electric power and natural gas demand. Authors* previous work was a particular method that was only applicable to a dataset of Working Male on Weekdays. The method this time, however, can be applied to all the dataset. That is why it is called as universal. The accuracy of the proposed method was also identified.
40344 壁面緑化システムの熱収支構造に関する長期屋外観測(建物緑化,環境工学I)

高尾京子, 谷本潤, 萩島理

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 2004.7

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Event date： 2004.7

Language：Japanese

Country：Other
40523 環境性能を考慮した建築物の総合評価のための重み決定法に関するアンケート調査(環境性能評価,環境工学I)

萩島理, 谷本潤, 高園洋行

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 2004.7

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Event date： 2004.7

Language：Japanese

Country：Other
40352 ろ紙蒸発法に基づく平滑濡れ面の伝達率測定 : オアシス効果に関する野外実験(その2)(都市緑化(2),環境工学I)

伊牟田航生, 萩島理, 谷本潤, 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 2004.7

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Event date： 2004.7

Language：Japanese

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40351 都市域における樹木の蒸散特性 : オアシス効果に関する野外実験(その1)(都市緑化(2),環境工学I)

高野武将, 成田健一, 萩島理, 谷本潤

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 2004.7

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Event date： 2004.7

Language：Japanese

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B-49 ヒートアイランドのパッシブコントロール手法としての軽量壁面緑化コケパネルの開発 : 新しい基盤材の検討及び熱特性の把握

高尾京子, 谷本潤, 萩島理

学術講演会論文集 2003.8

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Event date： 2003.8

Language：Japanese

Country：Other
40334 ステップガーデンを有する建物とその周辺市街地の熱環境に関する実測研究 : その3 気流可視化と長期測定による冷気流の出現特性(都市・建物緑化,環境工学I)

三坂育正, 成田健一, 谷本潤, 萩島理

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 2003.7

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Event date： 2003.7

Language：Japanese

Country：Other
41014 A Development of Web Application to Identify the Urban Canopy Albedo : Part1:Model Algorism and its Validation

2003.7

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Event date： 2003.7

Language：English

Country：Other

41014 A Development of Web Application to Identify the Urban Canopy Albedo : Part1:Model Algorism and its Validation
40512 MCDMを適用した環境共生建築のためのワークショップ/標準設計演習スキームの構成に関する研究 : 第1報住宅案選択への適用事例(環境設計支援,環境工学I)

谷本潤, 萩島理, 依田浩敏

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 2003.7

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Event date： 2003.7

Language：Japanese

Country：Other
482 建築-都市-土壌連成系モデルによる都市高温化予測に関する研究 : (その1)計算手法と基準解

大原健志, 片山忠久, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 2001.3

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Event date： 2001.3

Language：Japanese

Country：Other
524 周辺建物が建物熱負荷に与える影響の定量化に関する研究

萩島理, 谷本潤, 片山忠久

日本建築学会研究報告. 九州支部. 2, 環境系 2001.3

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Event date： 2001.3

Language：Japanese

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523 屋上スラブ面における対流熱伝達率に関する実験的研究

月松孝司, 片山忠久, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 2001.3

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Event date： 2001.3

Language：Japanese

Country：Other
495 省エネルギービル設計代替案意志決定支援ツールMCDM-23の開発

パリチャートシムクライ, 片山忠久, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 2001.3

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Event date： 2001.3

Language：Japanese

Country：Other
494 システムダイナミクスに基づく広域環境の動態予測

内丸真吾, 片山忠久, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 2001.3

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Event date： 2001.3

Language：Japanese

Country：Other
483 建築-都市気候モデルに用いる3次元プラットホームデータの構築に関する研究 : その1 排熱3次元分布特性調査と都市形状解析

宮原直枝, 片山忠久, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 2001.3

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Event date： 2001.3

Language：Japanese

Country：Other
F-36 建築-都市-土壌連成系モデル(AUSSSM)へ接続する建築空調設備システムの取り扱いについて

谷本潤, 萩島理, 片山忠久, 黒川恵見

学術講演会論文集 2000.8

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Event date： 2000.8

Language：Japanese

Country：Other
F-37 草地における熱収支と対流熱伝達率に関する長期実測

萩島理, 谷本潤, 片山忠久

学術講演会論文集 2000.8

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Event date： 2000.8

Language：Japanese

Country：Other
40547 都市キャノピーモデルによる数値計算と風洞模型実験との比較

萩島理, 片山忠久, 谷本潤, 依田浩敏, 森竹千景, 江副紀子

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 2000.7

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Event date： 2000.7

Language：Japanese

Country：Other
41169 数値実験による土壌蒸発量簡易予測モデルの物性値同定 : AUSSSMサブモデル

大原健志, 片山忠久, 谷本潤, 萩島理

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 2000.7

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Event date： 2000.7

Language：Japanese

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40605 省エネルギービル設計代替案意思決定支援ツールMCDM-23に関する検討

CHIMKLAI Parichart, 片山忠久, 谷本潤, 萩島理

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 2000.7

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Event date： 2000.7

Language：Japanese

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40604 建築環境工学教育用コンピュータソフトウェアET_AEEの開発概要

谷本潤, 片山忠久, 萩島理

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 2000.7

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Event date： 2000.7

Language：Japanese

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416 草地における地表面熱収支と対流熱伝達率に関する実測研究

西山貴志, 片山忠久, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 2000.3

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Event date： 2000.3

Language：Japanese

Country：Other
488 数値実験による土壌蒸発量簡易予測モデルの物性値同定

大原健志, 片山忠久, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 2000.3

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Event date： 2000.3

Language：Japanese

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487 降水後の人工被覆面における蒸発比減衰モデルの提案 : (その2)アスファルト舗装面及びアスファルトシート防水面における実測

月松孝司, 片山忠久, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 2000.3

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Event date： 2000.3

Language：Japanese

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486 室内吸放湿体の熱湿気特性に関する研究 : 事務室机上紙類の吸放湿特性

南雲基予子, 片山忠久, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 2000.3

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Event date： 2000.3

Language：Japanese

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471 都市の風通しの予測手法としての1次元キャノピーモデルの検証 : (その2) 福岡市天神地区風洞模型実験

江副紀子, 片山忠久, 谷本潤, 萩島理, 森下千景, 依田浩敏

日本建築学会研究報告. 九州支部. 2, 環境系 2000.3

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Event date： 2000.3

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470 都市の風通しの予測手法としての1次元キャノピーモデルの検証 : (その1)建物高さが異なる直方体模型群を用いた風洞模型実験

森竹千景, 片山忠久, 谷本潤, 萩島理, 依田浩敏, 江副紀子

日本建築学会研究報告. 九州支部. 2, 環境系 2000.3

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Event date： 2000.3

Language：Japanese

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469 建築-都市-土壌連成系モデルへの接続を前提とした1次元都市キャノピーモデルの検証 : (その3)街路における非等温時の3次元乱流数値計算

萩島理, 片山忠久, 谷本潤

日本建築学会研究報告. 九州支部. 2, 環境系 2000.3

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Event date： 2000.3

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458 街路空間におけるパッシブクーリング手法の適用可能性に関する検討

冨尾眞紀, 片山忠久, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 2000.3

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Event date： 2000.3

Language：Japanese

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423 Computer program MCDM-23 : Multi-Criteria Decision-Making Toolの概要

谷本潤, 片山忠久, 萩島理, Douglas Balcomb

日本建築学会研究報告. 九州支部. 2, 環境系 2000.3

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Event date： 2000.3

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D-44 都市舗装面における蒸発冷却効果を利用したパッシブクーリング・レンガの開発 : 暴露後の吸放湿実験と表面温度の変化特性

冨尾眞紀, 片山忠久, 谷本潤, 萩島理

学術講演会論文集 1999.8

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Event date： 1999.8

Language：Japanese

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E-45 調湿設計における室内吸放湿体の湿気特性 : 一次元壁体法とレスポンスファクタ法の比較

南雲基予子, 片山忠久, 谷本潤, 萩島理

学術講演会論文集 1999.8

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Event date： 1999.8

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41001 ブラインドを含む窓面伝熱機構の解析 : その7 放射と換気の達成シミュレーション

石倉昌幸, 林徹夫, 片山忠久, 谷本潤, 萩島理

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 1999.7

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Event date： 1999.7

Language：Japanese

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41054 緑被SAT計の試作およびその基本特性 : その2草地サンプルとの比較

西山貴志, 片山忠久, 谷本潤, 萩島理

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 1999.7

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Event date： 1999.7

Language：Japanese

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446 草地,裸地における地表面熱収支および乱流輸送量の長期実測(環境工学)

植松史博, 片山忠久, 谷本潤, 萩島理, 柴原朋広, 西山貴志

日本建築学会研究報告. 九州支部. 2, 環境系 1999.3

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Event date： 1999.3

Language：Japanese

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479 戸建て住宅における通風に関する実測調査(その1)(環境工学)

堤純一郎, 新川亮樹, 片山忠久, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 1999.3

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Event date： 1999.3

Language：Japanese

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454 建築-都市-土壌連成系モデルへの接続を前提とした1次元都市キャノピーモデルの検証 : (その2)等温場における3次元乱流数値計算との比較(環境工学)

萩島理, 片山忠久, 谷本潤, 森竹千景, 大原健志

日本建築学会研究報告. 九州支部. 2, 環境系 1999.3

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Event date： 1999.3

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Country：Other
453 建築-都市-土壌連成系モデルへの接続を前提とした1次元都市キャノピーモデルの検証 : (その1)等温場における風洞模型実験との比較(環境工学)

森竹千景, 片山忠久, 谷本潤, 萩島理, 大原健志

日本建築学会研究報告. 九州支部. 2, 環境系 1999.3

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Event date： 1999.3

Language：Japanese

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452 都市熱環境評価のための地表面からの蒸発量の簡易計算手法に関する研究 : その6 穴開き土壌シリンダー実験に基づく改良モデルの提案(環境工学)

河上貴子, 片山忠久, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 1999.3

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Event date： 1999.3

Language：Japanese

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451 土壌内水分移動特性に関するパラメータの推定 : 土壌内の熱水分同時移動現象の解析(環境工学)

香川治美, 片山忠久, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 1999.3

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Event date： 1999.3

Language：Japanese

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447 緑被SAT計の試作およびその基本特性(環境工学)

西山貴志, 片山忠久, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 1999.3

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Event date： 1999.3

Language：Japanese

Country：Other
40322 建築-都市-土壌連成系モデルによる都市高温化予測(その2)(都市熱環境)

萩島理, 片山忠久, 林徹夫, 谷本潤

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 1998.7

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Event date： 1998.7

Language：Japanese

Country：Other
41065 都市熱環境評価のための地表面からの蒸発量の簡易計算手法に関する研究 : その5 重力透水, 水分拡散の影響を考慮した簡易計算手法の検討

笠間幹雄, 片山忠久, 林徹夫, 谷本潤, 萩島理, 河上貴子

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 1998.7

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Event date： 1998.7

Language：Japanese

Country：Other
41064 都市熱環境評価のための地表面からの蒸発量の簡易計算手法に関する研究 : その4 土壌種による蒸発特性の実験的検討

河上貴子, 片山忠久, 林徹夫, 谷本潤, 萩島理, 笠間幹雄

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 1998.7

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Event date： 1998.7

Language：Japanese

Country：Other
41063 都市舗装面における蒸発冷却効果を利用した保水性パッシブクーリング・レンガの開発

谷本潤, 片山忠久, 林徹夫, 萩島理

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 1998.7

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Event date： 1998.7

Language：Japanese

Country：Other
41059 都市内外における乱流輸送量に関する実測研究 : その2 乱流輸送量に関する諸検討

片多奈津子, 片山忠久, 林徹夫, 谷本潤, 萩島理, 植松史博

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 1998.7

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Event date： 1998.7

Language：Japanese

Country：Other
41058 都市内外における乱流輸送量に関する実測研究 : その1 測定概要および測定基本データ

植松史博, 片山忠久, 林徹夫, 谷本潤, 萩島理, 片多奈津子

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 1998.7

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Event date： 1998.7

Language：Japanese

Country：Other
41015 ブラインドを含む窓面伝熱機構の解析 : その6 実大模型室を用いた空調時の実験

石倉昌幸, 林徹夫, 片山忠久, 谷本潤, 萩島理

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 1998.7

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Event date： 1998.7

Language：Japanese

Country：Other
434 都市舗装面における蒸発冷却効果を利用した保水性パッシブクーリング・レンガの開発 : その2 吸放湿実験(環境工学)

谷本潤, 片山忠久, 林徹夫, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 1998.3

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Event date： 1998.3

Language：Japanese

Country：Other
456 都市熱環境評価のための地表面からの蒸発量の簡易計算手法に関する研究 : その3 数値実験に基づく簡易モデルの特性比較(環境工学)

河上貴子, 片山忠久, 林徹夫, 谷本潤, 萩島理, 笠間幹雄

日本建築学会研究報告. 九州支部. 2, 環境系 1998.3

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Event date： 1998.3

Language：Japanese

Country：Other
455 都市熱環境評価のための地表面からの蒸発量の簡易計算手法に関する研究 : その2 土壌シリンダー実験に基づく蒸発特性の詳細な検討(環境工学)

笠間幹雄, 片山忠久, 林徹夫, 谷本潤, 萩島理, 河上貴子

日本建築学会研究報告. 九州支部. 2, 環境系 1998.3

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Event date： 1998.3

Language：Japanese

Country：Other
454 建築-都市-土壌連成系モデルによる都市高温化予測(環境工学)

萩島理, 片山忠久, 林徹夫, 谷本潤

日本建築学会研究報告. 九州支部. 2, 環境系 1998.3

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Event date： 1998.3

Language：Japanese

Country：Other
444 都市内外における乱流輸送量に関する研究 : (その2)乱流輸送量に関する諸検討(環境工学)

片多奈津子, 片山忠久, 林徹夫, 谷本潤, 萩島理, 植松史博

日本建築学会研究報告. 九州支部. 2, 環境系 1998.3

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Event date： 1998.3

Language：Japanese

Country：Other
443 都市内外における乱流輸送量に関する研究 : (その1)測定概要および測定基本データ(環境工学)

植松史博, 片山忠久, 林徹夫, 谷本潤, 萩島理, 片多奈津子

日本建築学会研究報告. 九州支部. 2, 環境系 1998.3

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Event date： 1998.3

Language：Japanese

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435 実大模型室を用いた窓面伝熱機構の解析 : その4 建築外壁性能試験装置を用いた実験(環境工学)

石倉昌幸, 片山忠久, 林徹夫, 谷本潤, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 1998.3

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Event date： 1998.3

Language：Japanese

Country：Other
41120 樹木のある街路の熱環境予測 : [その7]十字街路の温熱快適性予測

萩島理, 片山忠久, 林徹夫, 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 1997.7

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Event date： 1997.7

Language：Japanese

Country：Other
40307 樹木のある街路の熱環境予測 : (その1)単木樹の熱特性に関する実態調査

香川治美, 片山忠久, 林徹夫, 崔棟皓, 萩島理, 池沢紀幸

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 1995.7

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Event date： 1995.7

Language：Japanese

Country：Other
40309 樹木のある街路の熱環境予測 : (その3)街路の熱環境予測

萩島理, 片山忠久, 林徹夫, 崔棟皓, 池沢紀幸, 香川治美

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 1995.7

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Event date： 1995.7

Language：Japanese

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40308 樹木のある街路の熱環境予測 : (その2)樹木の葉表面温度の推定

池沢紀幸, 片山忠久, 林徹夫, 崔棟皓, 萩島理, 香川治美

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 1995.7

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Event date： 1995.7

Language：Japanese

Country：Other
352 単木樹の熱特性に関する実測調査 : その1 実測概要および実測結果(環境工学)

池沢紀幸, 片山忠久, 林徹夫, 崔棟皓, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 1995.3

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Event date： 1995.3

Language：Japanese

Country：Other
353 単木樹の熱特性に関する実測調査 : その2 樹木の葉表面温度分布(環境工学)

萩島理, 片山忠久, 林徹夫, 崔棟皓, 池沢紀幸

日本建築学会研究報告. 九州支部. 2, 環境系 1995.3

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Event date： 1995.3

Language：Japanese

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4721 街路樹の暑熱緩和効果に関する調査研究 : その1 実測概要および結果

塩月義隆, 片山忠久, 石井昭夫, 西田勝, 林徹夫, 北山広樹, 籠田真一郎, 萩島理

学術講演梗概集. D, 環境工学 1994.7

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Event date： 1994.7

Language：Japanese

Country：Other
4722 街路樹の暑熱緩和効果に関する調査研究 : その2 放射温度分布

萩島理, 片山忠久, 石井昭夫, 西田勝, 林徹夫, 塩月義隆, 北山広樹, 籠田真一郎

学術講演梗概集. D, 環境工学 1994.7

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Event date： 1994.7

Language：Japanese

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365 街路樹の熱的効果に関する調査研究 : その1 実測概要(環境工学)

塩月義隆, 片山忠久, 石井昭夫, 西田勝, 林徹夫, 北山広樹, 籠田真一郎, 坂井庄太郎, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 1994.3

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Event date： 1994.3

Language：Japanese

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367 街路樹の熱的効果に関する調査研究 : その3 温熱環境の推定(環境工学)

萩島理, 片山忠久, 石井昭夫, 西田勝, 林徹夫, 塩月義隆, 北山広樹, 籠田信一郎, 坂井庄太郎

日本建築学会研究報告. 九州支部. 2, 環境系 1994.3

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Event date： 1994.3

Language：Japanese

Country：Other
366 街路樹の熱的効果に関する調査研究 : その2 気温及び放射温度分布(環境工学)

坂井庄太郎, 西田勝, 片山忠久, 石井昭夫, 林徹夫, 塩月義隆, 北山広樹, 籠田真一郎, 萩島理

日本建築学会研究報告. 九州支部. 2, 環境系 1994.3

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Event date： 1994.3

Language：Japanese

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4244 福岡市のエネルギー需要に関する調査解析 : その1 建物用途分類と用途別延床面積の算定

萩島理, 片山忠久, 林徹夫, 塩月義隆, 北山広樹, 村上誠

学術講演梗概集. D, 環境工学 1993.7

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Event date： 1993.7

Language：Japanese

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4246 福岡市のエネルギー需要に関する調査解析 : その3 エネルギー需要量の算定とマップの作成

北山広樹, 片山忠久, 林徹夫, 塩月義隆, 村上誠, 萩島理

学術講演梗概集. D, 環境工学 1993.7

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Event date： 1993.7

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4245 福岡市のエネルギー需要に関する調査解析 : その2 住宅, 業務施設のエネルギー消費原単位

村上誠, 片山忠久, 林徹夫, 塩月義隆, 北山広樹, 萩島理

学術講演梗概集. D, 環境工学 1993.7

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Event date： 1993.7

Language：Japanese

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Sensitivity Analysis of Factors of Urban Heat Islands of Various Meteorological Regions using the Urban Canopy Model 2003.9 International conference

Hagishima. A.; Tanimoto. J.

ICUC-5 (5th International Conference of Urban Climatology in Lodz) 2003.9

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Language：English Presentation type：Oral presentation (general)

Country：Poland
Comparisons of various experimental results on the convective heat transfer coefficient of urban surfaces International conference

Aya Hagishima, Jun Tanimoto and Ken-ichi Narita

5th Urban Environment of AMS, 2004.8

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Language：English

Country：Canada
壁面緑化システムの熱収支構造に関する長期屋外観測，日本建築学会学術講演梗概集

高尾京子, 谷本潤, 萩島理

日本建築学会 2004.8

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Language：Japanese Presentation type：Oral presentation (general)

Venue：北海道大学 Country：Japan
環境性能を考慮した建築物の総合評価のための重み決定法に関するアンケート調査

萩島理, 谷本潤

日本建築学会 2004.8

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Language：Japanese Presentation type：Oral presentation (general)

Venue：北海道大学 Country：Japan
ろ紙蒸発法に基づく平滑濡れ面の伝達率測定−オアシス効果に関する野外実験（その２）

伊牟田航生, 萩島理, 谷本潤, 成田健一

日本建築学会 2004.9

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Language：Japanese Presentation type：Oral presentation (general)

Venue：北海道大学 Country：Japan
木炭を用いたパッシブ調湿システムの性能評価のための数値解析

萩島理, 谷本潤, 前田和成

IBPSA-Japanシンポジウム 2005.1

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Language：Japanese Presentation type：Oral presentation (general)

Venue：東京 Country：Japan
Evaluating the impact of solar radiation on outdoor thermal comfort by the development and validation of a simple urban climatic model International conference

Zhu, Y., Liu, J., Yao, Y., Ma, Z., Hagishima, A., Tanimoto, J.

International Solar Energy Conference 2006 2006.4

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Language：English Presentation type：Oral presentation (general)

Country：Japan
Numerical investigation of urban geometry impact on pedestrian wind environment International conference

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

Proc. 7th Int. Colloquium of Bluff Body Aerodynamic and Application 2012.9

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Language：English Presentation type：Oral presentation (general)

Country：China
A study on the similarity between scalar and momentum roughness lengths based on the scalar concentration measurement International conference

Nik Ibrahim Nik Mohd Izual, Naoki Ikegaya, Aya Hagishima, Jun Tanimoto

Proc. 1st Asia Conf. of Int. Building Performance Simulation Association (ASim 2012), Shanghai, China 2012.11

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Language：English Presentation type：Oral presentation (general)

Country：China

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Works

AUSSSM Tool

Chimcli Parichart, Aya Hagishima ,Jun Tanimoto

2002.5
Albedo Calculator

Parichart, Hagishima, Tanimoto

Professional Memberships

空気調和・衛生工学会

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日本建築学会

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International Association for Urban Climate

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JAPAN ASSOCIATION FOR WIND ENGINEERING

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METEOROLOGICAL SOCIETY OF JAPAN

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廃棄物学会
土木学会
気象学会
日本建築学会
風工学会
International Association for Urban Climate

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Committee Memberships

Kyushu University Senior Vice President

2024.4 - 2024.9

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Committee type：Other

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九州大学高等研究院副院長

2022.3 - 2024.3

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Committee type：Other

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日本建築学会理事

2021.6 - 2023.5

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Executive Domestic

2021.6 - 2023.5
Kyushu University Vice President

2020.10 - 2024.3

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Committee type：Other

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International Association for Urban Climate (IAUC) Executive Foreign country

2015.8 - 2019.7
日本建築学会適応都市検討小委員会　委員 Domestic

2015.5 - 2017.3
Organizer Domestic

2007.5 - 2009.5
日本建築学会九州支部常議員・総務幹事 Domestic

2007.5 - 2009.5

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Academic Activities

福岡市公共事業再評価等監視委員会

福岡市 2023.4 - 2025.4

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福岡県環境審議会委員

2023.1 - 2025.1

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春日市環境審議会委員

春日市 2022.5 - 2024.4

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気候変動適応九州・沖縄広域協議会 ”暑熱対策分科会”アドバイザー

気候変動適応九州・沖縄広域協議会 2022.5 - 2024.3

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Scientific Report International contribution

2021.6 - 2024.12

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Type：Academic society, research group, etc.
Scientific Report International contribution

Role(s)： Review, evaluation

2021.6 - 2023.12

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Type：Peer review

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Evergreen - Joint Journal of Novel Carbon Resource Sciences & Green Asia Strategy International contribution

2021.5 - 2025.3

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Type：Academic society, research group, etc.
Evergreen - Joint Journal of Novel Carbon Resource Sciences & Green Asia Strategy International contribution

Role(s)： Review, evaluation

2021.5 - 2024.3

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Type：Peer review

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日本学術会議連携会員

日本学術会議 2020.10 - 2026.9

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福岡県地球温暖化防止活動推進センター

福岡県地球温暖化防止活動推進センター 2020.4 - 2023.3

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Sustainable cities and society International contribution

2020.1 - 2024.12

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Type：Academic society, research group, etc.
Urban Science International contribution

2016.2 - 2024.12

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Type：Academic society, research group, etc.
司会（Moderator） International contribution

2014.11

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Type：Competition, symposium, etc.
福岡市環境審議会委員

福岡市 2014.3 - 2024.9

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ASEAN Engineering Journal International contribution

2013.10 - 2022.9

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Type：Academic society, research group, etc.
司会（Moderator） International contribution

2011.5 - 2010.5

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Type：Competition, symposium, etc.
福岡市環境影響評価審査会委員

福岡市 2009.12 - 2022.3

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Research Projects

市民の熱中症対策の現状及び夏の暑熱が市民生活に及ぼす影響に関する実態調査

2023.4 - 2024.3

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Authorship：Principal investigator

福岡県春日市及び九州大学の連携協定に基づく共同学術調査として、春日市民を対象とした大規模なアンケート調査により、人々の熱中症に対する認識や予防対策の実施状況を把握し、熱中症対策における課題や目指すべき方向を明らかにすることを目的とする。
途上国の都市スラムの住環境による健康リスク軽減究明のフレームワーク構築

Grant number：22H01652 2022 - 2024

日本学術振興会科学研究費助成事業基盤研究(B)

萩島理, 谷本潤, 池谷直樹

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Authorship：Principal investigator Grant type：Scientific research funding

本課題は、インドネシアジャワ島中央部のジョグジャカルタ市の都市スラムを対象として、現地の大気環境科学、薬学、公衆衛生分野の研究者との協働に基づきフィールド調査を通じて、住環境の物理的な質（熱・湿気環境、空気質、水質）の実態把握を行い主たる健康リスクの要因を特定すると共に、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。更に、この一連の研究を通じて、世界の様々な開発途上地域で適用可能な建築環境工学研究の新しい方法論を確立する事を目指す。

CiNii Research
熱帯のイスラム文化圏に適したクールビズの模索

2021.4 - 2022.3

共同研究

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Authorship：Principal investigator Grant type：Other funds from industry-academia collaboration
熱帯のイスラム文化圏に適したクールビズの模索 International coauthorship

2020.4 - 2022.3

日本

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Authorship：Principal investigator

本研究は、アジアの熱帯圏における省エネ低炭素なライフスタイルの普及を目指し、オフィスなどの執務空間での過剰冷房抑制を可能とするCoolBIZを提示する事を目的とする。熱帯のマレーシアやインドネシアではイスラム教徒が国民の多くを占める事から多くの女性が自宅外での着衣のclo値が高く、オフィスの冷房設定温度は低い。これに対し典型的なオフィスを想定して、日本で開発されている夏向けの様々なクール繊維をインナーやヒジャブに用いた場合の暑熱感の緩和効果について被験者実験及び発汗サーマルマネキンを用いた実験により、その発汗蒸発の促進効果を明らかにする。
熱帯のイスラム文化圏に適したクールビズの模索

2020.4 - 2021.3

共同研究

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Authorship：Coinvestigator(s) Grant type：Other funds from industry-academia collaboration
Establishing a new concept of comprehensive simulation science dovetailing CFD and MAS for evaluating urban environment and potential risks

Grant number：20H02314 2020 - 2022

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

Tanimoto Jun

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Authorship：Coinvestigator(s) 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
インドネシアのカンポンにおける住環境の暑熱リスクの改善方策の提案 International coauthorship

2019.10 - 2025.3

日本

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Authorship：Principal investigator

建築部門の省エネ低炭素化は世界的な課題であり、巨大人口を擁し急速な経済成長を遂げるアジアの新興国も例外ではない。一方で、新興国の貧困層の多くは、低品質な住居に住み将来の気候変動に対し極めて脆弱な立場に置かれている。例えば、本研究がフィールドとするインドネシアは好調な経済成長を続ける一方、貧困人口は2595万人に達する。特に、都心部ではカンポンと呼ばれるinformal settlementが広がる。こうした地域の低所得者世帯はエアコンは高価で購入できず、建物だけが唯一厳しい外界の暑熱を和らげるシェルターであるが、雨露を凌ぐだけの簡素な建物が一般的であり、その性能は低い。これに対し本課題は、カンプンの多数の住居の室内熱環境及び居住者の健康状態に関する大規模なフィールド調査を行うと共に建築環境工学のアプローチにより住居の熱性能改善策を検討し、将来の気候変動に対する健康リスク低減のためのaffordable solutionを明らかにする事を目指す。
Survey on occupants’ behaviors toward use of air conditioners (AC) and indoor thermal comfort in Malaysia

2019.5 - 2020.3

共同研究

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Authorship：Collaborating Investigator(s) (not designated on Grant-in-Aid) Grant type：Other funds from industry-academia collaboration
モンゴルの都市居住者ゲルのaffordableな熱環境改善方策の提案 International coauthorship

2019.4 - 2024.3

日本

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Authorship：Principal investigator

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。これに対し本テーマ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事を目指す。
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 2019 - 2021

日本学術振興会科学研究費助成事業基盤研究(C)

萩島理, 池谷直樹

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Authorship：Principal investigator 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
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

日本学術振興会科学研究費助成事業基盤研究(C)

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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

科学研究費助成事業挑戦的萌芽研究

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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

科学研究費助成事業挑戦的萌芽研究

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Authorship：Coinvestigator(s) Grant type：Scientific research funding
マレーシアとの共同研究のSATREPSの応募に要する事前準備のための渡航費用助成

2015

平成２７年度第１回研究者短期招聘・派遣プログラム

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

日本学術振興会科学研究費助成事業基盤研究(C)

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Authorship：Collaborating Investigator(s) (not designated on Grant-in-Aid) 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

日本学術振興会科学研究費助成事業基盤研究(C)

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Authorship：Collaborating Investigator(s) (not designated on Grant-in-Aid) 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

日本学術振興会科学研究費助成事業基盤研究(C)

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Authorship：Principal investigator Grant type：Scientific research funding
夏季暑熱緩和に寄与する風通しのよい街作りのための都市幾何形状の解明

2012

日本学術振興会二国間交流

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Authorship：Principal investigator Grant type：Joint research
渋滞学における車両エージェント動力学およびマクロ現象への進化ゲーム理論適用の試み

Grant number：23651156 2011 - 2012

科学研究費助成事業挑戦的萌芽研究

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Authorship：Collaborating Investigator(s) (not designated on Grant-in-Aid) Grant type：Scientific research funding
複雑都市キャノピーがもたらす熱・空気力学フォーシング効果の解明とモデル化

Grant number：22360238 2010 - 2012

日本学術振興会科学研究費助成事業基盤研究(B)

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Authorship：Collaborating Investigator(s) (not designated on Grant-in-Aid) Grant type：Scientific research funding
赤外線放射カメラの高周波数測定による都市キャノピー内乱流構造の可視化

Grant number：21656139 2009 - 2010

科学研究費助成事業挑戦的萌芽研究

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Authorship：Principal investigator Grant type：Scientific research funding
都市基盤設備の最大負荷設計のための水・熱・エネルギーデマンド予測手法の構築

Grant number：20686040 2008 - 2011

科学研究費助成事業若手研究(A)

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Authorship：Principal investigator Grant type：Scientific research funding
環境関連技術の内部・外部価値の仮想評価スキームの開発

Grant number：20510044 2008 - 2010

日本学術振興会科学研究費助成事業基盤研究(C)

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Authorship：Collaborating Investigator(s) (not designated on Grant-in-Aid) Grant type：Scientific research funding
都市気候モデルに適用する建築物が大気に与える空気力学フォーシング効果のモデル化

Grant number：19360260 2007 - 2009

日本学術振興会科学研究費助成事業基盤研究(B)

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Authorship：Collaborating Investigator(s) (not designated on Grant-in-Aid) Grant type：Scientific research funding
建設廃棄物を原料とする木炭を用いたハイブリッド調湿システムの開発

Grant number：18760435 2006 - 2007

科学研究費助成事業若手研究(B)

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Authorship：Principal investigator Grant type：Scientific research funding
塩分濃度法による不均一街区の平均交換係数の風洞実験

Grant number：18560580 2006 - 2007

日本学術振興会科学研究費助成事業基盤研究(C)

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Authorship：Collaborating Investigator(s) (not designated on Grant-in-Aid) Grant type：Scientific research funding
新パラダイム創成のための複雑系数理科学の建築環境研究への適用

Grant number：17656192 2005 - 2006

日本学術振興会科学研究費助成事業基盤研究(C)

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Authorship：Collaborating Investigator(s) (not designated on Grant-in-Aid) Grant type：Scientific research funding
コケを用いた壁面軽量緑化パネルの開発

Grant number：15760441 2003 - 2005

科学研究費助成事業若手研究(B)

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Authorship：Principal investigator Grant type：Scientific research funding
複雑系モデルに基づくアカデミック・ソサエティの盛衰予測-科学技術立国を目指す我が国の研究機関としての大学における実事求是の模索-

Grant number：14658122 2002 - 2003

日本学術振興会科学研究費助成事業基盤研究(C)

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Authorship：Collaborating Investigator(s) (not designated on Grant-in-Aid) Grant type：Scientific research funding
木質系建設廃棄物を原料とする炭を用いた調湿システム及び調湿建材の開発

Grant number：13750553 2001 - 2002

科学研究費助成事業若手研究(B)

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Authorship：Principal investigator Grant type：Scientific research funding
地域熱供給計画支援都市熱環境シミュレーターの開発

Grant number：11792017 1999 - 2001

日本学術振興会科学研究費助成事業基盤研究(C)

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Authorship：Collaborating Investigator(s) (not designated on Grant-in-Aid) Grant type：Scientific research funding

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Class subject

微気候と境界層気候Ⅱ

2023.12 - 2024.2 Winter quarter
グリーンエンジニアリング基礎

2023.10 - 2024.3 Second semester
微気候と境界層気候Ⅰ

2023.10 - 2023.12 Fall quarter
流体力学Ⅲ

2023.6 - 2023.8 Summer quarter
総合理工学修士演習

2023.4 - 2024.3 Full year
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
総合理工学修士実験

2023.4 - 2024.3 Full year
融合工学概論Ⅰ

2023.4 - 2023.9 First semester
流体力学Ⅱ

2023.4 - 2023.9 First semester
流体力学Ⅱ

2023.4 - 2023.6 Spring quarter
材料力学Ⅰ（S2-21）

2023.4 - 2023.6 Spring quarter
流体力学Ⅲ

2022.12 - 2023.2 Winter quarter
微気候と境界層気候Ⅱ

2022.12 - 2023.2 Winter quarter
グリーンエンジニアリング基礎

2022.10 - 2023.3 Second semester
流体力学Ⅱ

2022.10 - 2023.3 Second semester
流体力学Ⅱ

2022.10 - 2022.12 Fall quarter
微気候と境界層気候Ⅰ

2022.10 - 2022.12 Fall quarter
材料力学Ⅱ（航空）

2022.6 - 2022.8 Summer quarter
伝熱学Ⅱ

2022.6 - 2022.8 Summer quarter
総合理工学修士実験

2022.4 - 2023.3 Full year
総合理工学修士演習

2022.4 - 2023.3 Full year
グリーンアジア環境学特別講究

2022.4 - 2023.3 Full year
伝熱学Ⅰ【伝熱学】

2022.4 - 2022.9 First semester
力学基礎

2022.4 - 2022.9 First semester
伝熱学Ⅰ

2022.4 - 2022.6 Spring quarter
材料力学Ⅰ（S2-21）

2022.4 - 2022.6 Spring quarter
微気候と境界層気候Ⅱ

2021.12 - 2022.2 Winter quarter
流体力学Ⅲ

2021.12 - 2022.2 Winter quarter
流体力学Ⅱ

2021.10 - 2022.3 Second semester
グリーンエンジニアリング基礎

2021.10 - 2022.3 Second semester
Fundamentals on Green Engineering 1

2021.10 - 2022.3 Second semester
Fundamentals on Green Engineering 2

2021.10 - 2022.3 Second semester
微気候と境界層気候Ⅰ

2021.10 - 2021.12 Fall quarter
流体力学Ⅱ

2021.10 - 2021.12 Fall quarter
伝熱学Ⅱ

2021.6 - 2021.8 Summer quarter
グリーンアジア環境学特別講究

2021.4 - 2022.3 Full year
Exercise for Doctoral Thesis

2021.4 - 2022.3 Full year
Doctoral Research

2021.4 - 2022.3 Full year
Doctoral Research (I)

2021.4 - 2022.3 Full year
Exercise for Doctoral Thesis

2021.4 - 2022.3 Full year
Doctoral Research

2021.4 - 2022.3 Full year
グリーンアジア環境学演習

2021.4 - 2021.9 First semester
伝熱学

2021.4 - 2021.9 First semester
力学基礎

2021.4 - 2021.9 First semester
伝熱学Ⅰ

2021.4 - 2021.6 Spring quarter
流体力学Ⅲ

2020.12 - 2021.2 Winter quarter
流体力学Ⅱ

2020.10 - 2021.3 Second semester
地域熱環境工学

2020.10 - 2021.3 Second semester
Micro-Climatology

2020.10 - 2021.3 Second semester
流体力学Ⅱ

2020.10 - 2020.12 Fall quarter
伝熱学Ⅱ

2020.6 - 2020.8 Summer quarter
グリーンアジア環境学特別講究

2020.4 - 2021.3 Full year
グリーンアジア環境学特別講究

2020.4 - 2021.3 Full year
Exercise for Doctoral Thesis

2020.4 - 2021.3 Full year
Doctoral Research

2020.4 - 2021.3 Full year
グリーン工学基礎１

2020.4 - 2020.9 First semester
グリーンアジア環境学演習

2020.4 - 2020.9 First semester
グリーンアジア環境学演習

2020.4 - 2020.9 First semester
乱流境界層入門

2020.4 - 2020.9 First semester
英語プレゼンテーション演習

2020.4 - 2020.9 First semester
Fundamentals on Green Engineering 1

2020.4 - 2020.9 First semester
Introduction to Turbulent Boundary Layer

2020.4 - 2020.9 First semester
伝熱学

2020.4 - 2020.9 First semester
伝熱学Ⅰ

2020.4 - 2020.6 Spring quarter
流体力学Ⅲ

2019.12 - 2020.2 Winter quarter
流体力学Ⅱ

2019.10 - 2020.3 Second semester
地域熱環境工学

2019.10 - 2020.3 Second semester
*Micro-Climatology

2019.10 - 2020.3 Second semester
流体力学Ⅱ

2019.10 - 2019.12 Fall quarter
伝熱学Ⅱ

2019.6 - 2019.8 Summer quarter
Advanced Topics of Energy and Environmental Engineering

2019.4 - 2019.9 First semester
伝熱学

2019.4 - 2019.9 First semester
エネルギー科学展望

2019.4 - 2019.9 First semester
乱流境界層入門

2019.4 - 2019.9 First semester
環境エネルギー工学特論

2019.4 - 2019.9 First semester
グリーンアジア環境学演習

2019.4 - 2019.9 First semester
Introduction to Turbulent Boundary Layer

2019.4 - 2019.9 First semester
伝熱学Ⅰ

2019.4 - 2019.6 Spring quarter
流体光計測学特別講究

2018.10 - 2019.3 Second semester
流体力学Ⅱ

2018.10 - 2019.3 Second semester
Introduction to Turbulent Boundary Layer

2018.4 - 2018.9 First semester
グリーンアジア環境学演習

2018.4 - 2018.9 First semester
伝熱学

2018.4 - 2018.9 First semester
基幹物理学ⅠＡ

2018.4 - 2018.9 First semester
英語ﾌﾟﾚｾﾞﾝﾃｰｼｮﾝ演習

2018.4 - 2018.9 First semester
乱流境界層入門

2018.4 - 2018.9 First semester
Micro-Climatology

2017.10 - 2018.3 Second semester
Micro-Climatology

2017.10 - 2018.3 Second semester
流体力学Ⅱ

2017.10 - 2018.3 Second semester
地域熱環境工学

2017.10 - 2018.3 Second semester
Exercises in Urban and Architectural Environment Engineering

2017.4 - 2017.9 First semester
乱流境界層入門

2017.4 - 2017.9 First semester
伝熱学

2017.4 - 2017.9 First semester
エネルギー科学展望

2017.4 - 2017.9 First semester
基幹物理学ⅠA

2017.4 - 2017.9 First semester
Introduction to Turbulent Boundary Layer

2017.4 - 2017.9 First semester
英語ﾌﾟﾚｾﾞﾝﾃｰｼｮﾝ演習

2017.4 - 2017.9 First semester
流体光計測学演習

2017.4 - 2017.9 First semester
英語ﾌﾟﾚｾﾞﾝﾃｰｼｮﾝ演習

2017.4 - 2017.9 First semester
流体力学２

2015.10 - 2016.3 Second semester
プレゼンテーション演習

2015.10 - 2016.3 Second semester
Micrometeorology

2015.10 - 2016.3 Second semester
英語プレゼンテーション演習

2015.10 - 2016.3 Second semester
伝熱学

2015.4 - 2015.9 First semester
環境エネルギー工学特論

2015.4 - 2015.9 First semester
プレゼンテーション演習

2014.10 - 2015.3 Second semester
英語プレゼンテーション演習

2014.10 - 2015.3 Second semester
Micrometeorology

2014.10 - 2015.3 Second semester
流体力学２

2014.10 - 2015.3 Second semester
伝熱学

2014.4 - 2014.9 First semester
環境エネルギー工学特論

2014.4 - 2014.9 First semester
プレゼンテーション演習

2013.10 - 2014.3 Second semester
英語プレゼンテーション演習

2013.10 - 2014.3 Second semester
流体力学２

2013.10 - 2014.3 Second semester
Micrometeorology

2013.4 - 2014.3 Full year
伝熱学

2013.4 - 2013.9 First semester
環境エネルギー工学特論

2013.4 - 2013.9 First semester
流体力学２

2012.10 - 2013.3 Second semester
英語プレゼンテーション演習

2012.10 - 2013.3 Second semester
環境エネルギー工学特論

2012.10 - 2013.3 Second semester
プレゼンテーション演習

2012.10 - 2013.3 Second semester
地域熱環境工学

2012.10 - 2013.3 Second semester
伝熱学

2012.4 - 2012.9 First semester
プレゼンテーション演習

2011.10 - 2012.3 Second semester
図形科学

2011.10 - 2012.3 Second semester
環境エネルギー工学特論

2011.10 - 2012.3 Second semester
地域熱環境工学

2011.10 - 2012.3 Second semester
流体力学２

2011.10 - 2012.3 Second semester
伝熱学

2011.4 - 2011.9 First semester
環境共生デザイン演習

2009.10 - 2010.3 Second semester
風環境工学

2007.10 - 2008.3 Second semester
微気候と境界層気候Ⅱ

2024.12 - 2025.2 Winter quarter
グリーンエンジニアリング基礎

2024.10 - 2025.3 Second semester
微気候と境界層気候Ⅰ

2024.10 - 2024.12 Fall quarter
流体力学Ⅲ（流体力学Ⅱ）

2024.6 - 2024.8 Summer quarter
流体力学Ⅱ

2024.4 - 2024.9 First semester
流体力学Ⅱ（流体力学Ⅱ）

2024.4 - 2024.6 Spring quarter
材料力学Ⅰ（S2-21）

2024.4 - 2024.6 Spring quarter
基礎材料力学I（材料力学Ⅰ（S2-21））

2024.4 - 2024.6 Spring quarter

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FD Participation

2020.10 Role：Participation Title：令和２年度第１回工学部ＦＤ総合型選抜の実施に向けて―評価基準の策定―

Organizer：[Undergraduate school/graduate school/graduate faculty]
2004.4 Role：Participation Title：不明

Organizer：University-wide

Visiting, concurrent, or part-time lecturers at other universities, institutions, etc.

2014 Malaysia-Japan International Institute of Technology (MJIIT), Malaysia Classification:Affiliate faculty Domestic/International Classification:Overseas

Semester, Day Time or Duration：14日間
2013 Malaysia-Japan International Institute of Technology (MJIIT), Malaysia Classification:Affiliate faculty Domestic/International Classification:Overseas

Semester, Day Time or Duration：14日間
2003 東和大学工学部建築学科 Classification:Part-time lecturer Domestic/International Classification:Japan

Semester, Day Time or Duration：後期　水曜日２限目

Participation in international educational events, etc.

2009.9

Pusan National. University

CSS-11 (Cross Straits Symposium on Materials, Energy and Environmental Sciences)

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Venue：Busan, Korea

Number of participants：200

Other educational activity and Special note

2022 Special Affairs

Social Activities

福岡市オンデマンド交通社会実験の検証に係るアドバイザー会議委員

Role(s)： Advisor

福岡市 2024.6 - 2025.6

　More details

Type：Other

researchmap
市民の熱中症対策の現状及び夏の暑熱が市民生活に及ぼす影響に関する実態調査

九州大学、春日市 2023.10

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

Type：Other
快適健康で省エネ・脱炭素な暮らしを考える

九州大学筑紫キャンパス・筑紫地区地域連携推進チーム、心のふるさと館大野城市心のふるさと館 2023.8

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

Type：Lecture
QURIESプログラム(女子高校生向けの理工系研究インターンシップ)の企画運営

春日高校、香住丘高校、九州産業大学付属九州高校、修猷館高校、城南高校、筑紫丘高校、筑紫女学園高校、筑前高校、福岡高校、福岡工業大学附属、城東高校、福岡中央高校、宗像高校 2023.8

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Audience： Infants,　Schoolchildren,　Junior students,　High school students

Type：Other
QURIESプログラム(女子高校生向けの理工系研究インターンシップ)の企画運営

筑紫丘高校,修猷館高校, 九州産業大学付属九州高校, 福岡高校, 城南高校, 筑前高校, 筑紫丘高校, 福岡大学附属大濠高校, 筑前高校, 香住丘高校, 筑紫女学園高校, 福岡工業大学附属城東高校, 城南高校, 春日高校, 福岡中央高校, 宗像高校, 筑紫女学園高校 2022.8

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Audience： Infants,　Schoolchildren,　Junior students,　High school students

Type：Other
QURIESプログラム(女子高校生向けの理工系研究インターンシップ)の企画運営

修猷館高校、福岡高校、筑紫丘高校 2021.8

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Audience： Infants,　Schoolchildren,　Junior students,　High school students

Type：Other

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Activities contributing to policy formation, academic promotion, etc.

2024.4 - 2026.3 福岡市

福岡市市街地開発等審査委員会委員
2024.3 - 2027.3 福岡県

福岡県国土利用計画審議会委員
2023.12 - 2025.3 福岡市

福岡市都市計画マスタープラン改定検討懇話会委員
2023.11 - 2025.11 福岡市

福岡市総合計画審議会委員
2023.11 - 2024.12 福岡市

福岡市都市交通協議会委員
2023.4 - 2025.4 福岡市

福岡市公共事業再評価等監視委員会
2023.1 - 2025.1

福岡県環境審議会委員
2022.5 - 2024.4 春日市

春日市環境審議会委員
2022.5 - 2024.3 気候変動適応九州・沖縄広域協議会

気候変動適応九州・沖縄広域協議会　”暑熱対策分科会”アドバイザー
2020.10 - 2026.9 日本学術会議

日本学術会議連携会員
2020.5 - 2021.3 福岡市

福岡市道路整備懇談会委員
2020.4 - 2023.3 福岡県地球温暖化防止活動推進センター

福岡県地球温暖化防止活動推進センター
2019.11 - 2021.5 春日市

春日市都市計画マスタープラン専門委員会委員
2019.7 - 2020.3

筑紫野市国土利用計画審議会委員
2018.10 - 2024.9 大野城市

大野城市環境政策審議会委員
2018.9 - 2019.5 大野城市

第二次大野城市国際化推進プラン策定検討委員会委員長
2018.9 - 2018.10 大野城市

第二次大野城市国際化推進プラン策定検討委員
2018.1 - 2019.3 福岡市

福岡市ウォーターフロント地区アクセス強化研究会
2017.4 - 2024.3 福岡県

福岡県土地利用審査会委員
2016.5 - 2026.4 福岡県

福岡県建築士審査会委員
2015.4 - 2023.3 松山市

松山市廃棄物処理施設審議会委員
2014.3 - 2024.9 福岡市

福岡市環境審議会委員
2013.6 - 2026.3 福岡市

福岡市開発審査会委員
2013.4 - 2021.3 福岡市

福岡市公共事業再評価等監視委員会
2010.5 - 2021.12 福岡市

福岡市地球温暖化対策実行計画協議会委員
2009.12 - 2024.2 福岡市

福岡市環境影響評価審査会委員

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Travel Abroad

2017.3

Staying countory name 1：India Staying institution name 1：JICAインド事務所

Staying institution name 2：IIT Madras

Staying institution name 3：IIITDM
2015.6

Staying countory name 1：Malaysia Staying institution name 1：Malaysia-Japan International Institute of Technology, Universiti Teknologi Malaysia
2015.3

Staying countory name 1：Malaysia Staying institution name 1：Malaysia-Japan International Institute of Technology, Universiti Teknologi Malaysia
2014.9

Staying countory name 1：Malaysia Staying institution name 1：Malaysia-Japan International Institute of Technology, Universiti Teknologi Malaysia
2013.6

Staying countory name 1：Malaysia Staying institution name 1：マレーシア日本国際工科院（MJIIT)　マレーシア工科大学（UTM)
2012.4 - 2012.5

Staying countory name 1：Australia Staying institution name 1：CSIRO
2012.1 - 2012.2

Staying countory name 1：Malaysia Staying institution name 1：マレーシア日本国際工科院（MJIIT)　マレーシア工科大学（UTM)
2010.8

Staying countory name 1：Philippines Staying institution name 1：アテネオ大学
2007.10

Staying countory name 1：Korea, Republic of Staying institution name 1：韓国　延世大学

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