LEE DOYUN
Organization
Kyushu University Platform of Inter/Transdisciplinary Energy Research Associate Professor
School of Engineering Department of Architecture（Concurrent）
Graduate School of Human-Environment Studies Department of Architecture（Concurrent）
Title
Associate Professor
Contact information
Tel
092-802-5389
External link
Research Areas
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Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural environment and building equipment
Degree
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Ph.D. （ 2021.9 The University of Tokyo ）
Research History
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Korea Institute of Machinery and Materials Postdoctoral Researcher
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The University of Tokyo JSPS Research Fellow
Education
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The University of Tokyo Graduate School of Engineering Department of Architecture
Research Interests・Research Keywords
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Research theme： Indoor environmental comfort assessment using EEG and air-conditioning (HVAC) system control
Keyword： 脳波、室内環境、温熱快適性、空調制御
Research period： 2025.4 - Present
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Research theme： Energy conservation of heat-source systems through optimal control for protected horticulture
Keyword： 施設園芸、熱源システム、最適制御、省エネルギー
Research period： 2023.5 - Present
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Research theme： Operational optimization of building energy systems using model predictive control
Keyword： モデル予測制御、熱源システム、運用最適化
Research period： 2016.9 - Present
Papers
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Microclimate heterogeneity and operational strategies in indoor vertical farm Reviewed International coauthorship
D. Lee, YJ. Youn, W. Oh
E3S Web of Conferences 716 2026.6 （ eISSN:2267-1242 ）
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Development and Validation of Physics-based HVAC System Model for a Nuclear Fuel Cycle Facility Using Modelica-EnergyPlus Coupled Simulation Reviewed International coauthorship
D. Lee, H. Lee, W. Jo, SJ. Park, S. Yu, SJ. Seo, W. Oh
Korean Journal of Air-Conditioning and Refrigeration Engineering 38 ( 5 ) 281 - 292 2026.5 （ ISSN:1229-6422 eISSN:2465-7611 ）
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Two-stage MLP-lookup table model for predicting heat pump power in greenhouses Reviewed
EJ. Choi, D. Lee, SM Lee, S. Lim
Energy and Buildings 355 2026.1 （ ISSN:0378-7788 ）
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Development of CFD-based Microclimate Simulation Model around Crops Considering Transpiration Reviewed
D. Lee, W. Oh
Korean Journal of Air-Conditioning and Refrigeration Engineering 37 ( 9 ) 409 - 421 2025.9 （ ISSN:1229-6422 eISSN:2465-7611 ）
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Feasibility study on predicting personal thermal comfort using EEG in dynamically changing thermal environments Reviewed International coauthorship
J. Park, D. Lee, J. Gwak, W. Oh
Building Simulation 2025 19 2025.8 （ ISSN:2522-2708 ）
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Optimal control of building integrated rooftop greenhouse for energy efficiency Reviewed
D. Lee, SM. Lee, S. Lim, EJ. Choi
Building Simulation 2025 19 2025.8 （ ISSN:2522-2708 ）
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Comparative analysis of the performance and energy consumption of air-conditioning systems in a plant factory during a cooling season Reviewed
EJ. Choi, D. Lee, SM. Lee
Energy and Buildings 335 2025.5 （ ISSN:0378-7788 ）
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Development of Predictive Model for Building-integrated Rooftop Greenhouse using Artificial Neural Networks Reviewed
D. Lee, SM. Lee, EJ. Choi
Korean Journal of Air-Conditioning and Refrigeration Engineering 37 ( 4 ) 185 - 195 2025.4 （ ISSN:1229-6422 eISSN:2465-7611 ）
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Impact of building integrated rooftop greenhouse (BiRTG) on heating and cooling energy load: A study based on a container with rooftop greenhouse Reviewed
EJ. Choi, D. Lee, SM. Lee
Agriculture 14 ( 8 ) 2024.8 （ eISSN:2077-0472 ）
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Review on advanced storage control applied to optimized operation of energy systems for buildings and districts: Insights and perspectives Reviewed International coauthorship
M. Ferrara, B. Matteo, B. Dragos-Ioan, D. Lee, M Khatibi, S. Rahnama, J. Shinoda, Y. Sun, Y. Sun, A. Afshari, F. Haghihat, O. Kazanci, R. Ooka, E. Fabrizio
Energies 17 ( 14 ) 2024.7 （ eISSN:1996-1073 ）
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Multi-scale solar radiation and photovoltaic power forecasting with machine learning algorithms in urban environment: A state-of-the-art review Reviewed
J. Tian, R. Ooka, D. Lee
Journal of Cleaner Production 426 2023.11 （ ISSN:0959-6526 ）
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モデル予測制御に基づくデマンドレスポンスに関する研究 第 1 報− 予測型前日市場リアルタイム料金における下げデマンドレスポンスの検証 Reviewed
市川裕幸, 李度胤, 大岡龍三
空気調和・衛生工学会 論文集 48 ( 314 ) 9 - 18 2023.5 （ ISSN:0385-275X eISSN:2424-0486 ）
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Experimental analysis of artificial intelligence-based model predictive control for thermal energy storage under different cooling load conditions Reviewed
D. Lee, R. Ooka, Y. Matsuda, S. Ikeda and W. Choi
Sustainable Cities and Society 79 2022.4 （ ISSN:2210-6707 eISSN:2210-6715 ）
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Development of distributed multiple-source and multiple-use heat pump system using renewable energy: Outline of test building and experimental evaluation of cooling and heating performance Reviewed
M. Liu, T. Hino, R. Ooka, K. Wen, W. Choi, D. Lee and S. Ikeda
Japan Architectural Review 4 ( 1 ) 241 - 252 2021.1 （ ISSN:2475-8876 eISSN:2475-8876 ）
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Model predictive control of building energy systems with thermal energy storage in response to occupancy variations and time-variant electricity prices Reviewed International coauthorship
D. Lee, R. Ooka, S. Ikeda, W. Choi and Y. Kwak
Energy and Buildings 225 2020.10 （ ISSN:0378-7788 ）
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再生可能エネルギーを利用する分散型マルチソース・マルチユースヒートポンプシステムの開発 試験建屋の構築及び実測による冷暖房性能評価 Reviewed
劉明哲, 日野俊之, 大岡龍三, 文可, 崔元準, 李度胤, 池田伸太郎
日本建築学会環境系論文集 85 ( 771 ) 361 - 370 2020.1 （ ISSN:1348-0685 eISSN:1881-817X ）
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Artificial neural network prediction models of stratified thermal energy storage system and borehole heat exchanger for model predictive control Reviewed
D. Lee, R. Ooka, S. Ikeda and W. Choi
Science and Technology for the Built Environment 25 2019.5 （ ISSN:2374-4731 ）
Presentations
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Evaluation of an EEG-based prediction model for personal thermal comfort under dynamic thermal conditions International coauthorship International conference
J. Park, D. Lee, J. Gwak, W. Oh
ISHVAC 2025 2025.11
Professional Memberships
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大韓設備工学会
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日本建築学会
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空気調和・衛生工学会