Metaheuristic optimization methods for a comprehensive operating schedule of battery, thermal energy storage, and heat source in a building energy system S Ikeda, R Ooka Applied energy 151, 192-205, 2015 | 91 | 2015 |
Optimization method for multiple heat source operation including ground source heat pump considering dynamic variation in ground temperature S Ikeda, W Choi, R Ooka Applied Energy 193, 466-478, 2017 | 86 | 2017 |
A review on optimization techniques for active thermal energy storage control R Ooka, S Ikeda Energy and Buildings 106, 225-233, 2015 | 63 | 2015 |
Model predictive control of building energy systems with thermal energy storage in response to occupancy variations and time-variant electricity prices D Lee, R Ooka, S Ikeda, W Choi, Y Kwak Energy and Buildings 225, 110291, 2020 | 47 | 2020 |
A novel optimization method combining metaheuristics and machine learning for daily optimal operations in building energy and storage systems S Ikeda, T Nagai Applied Energy 289, 116716, 2021 | 44 | 2021 |
Application of differential evolution-based constrained optimization methods to district energy optimization and comparison with dynamic programming S Ikeda, R Ooka Applied Energy 254, 113670, 2019 | 31 | 2019 |
Comparison of metaheuristic and linear programming models for the purpose of optimising building energy supply operation schedule B Pickering, S Ikeda, R Choudhary, R Ooka Proceedings of the CLIMA, 2016 | 27 | 2016 |
A new optimization strategy for the operating schedule of energy systems under uncertainty of renewable energy sources and demand changes S Ikeda, R Ooka Energy and Buildings 125, 75-85, 2016 | 24 | 2016 |
Experimental analysis of artificial intelligence-based model predictive control for thermal energy storage under different cooling load conditions D Lee, R Ooka, Y Matsuda, S Ikeda, W Choi Sustainable Cities and Society 79, 103700, 2022 | 21 | 2022 |
Experimental and numerical investigation of energy saving potential of centralized and decentralized pumping systems M Liu, R Ooka, W Choi, S Ikeda Applied energy 251, 113359, 2019 | 20 | 2019 |
Artificial neural network prediction models of stratified thermal energy storage system and borehole heat exchanger for model predictive control D Lee, R Ooka, S Ikeda, W Choi Science and Technology for the Built Environment 25 (5), 534-548, 2019 | 17 | 2019 |
Optimal operation of energy systems including energy storage equipment under different connections and electricity prices S Ikeda, R Ooka Sustainable Cities and Society 21, 1-11, 2016 | 17 | 2016 |
Automated computational design method for energy systems in buildings using capacity and operation optimization F Iijima, S Ikeda, T Nagai Applied Energy 306, 117973, 2022 | 12 | 2022 |
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 … M Liu, T Hino, R Ooka, K Wen, W Choi, D Lee, S Ikeda Japan Architectural Review 4 (1), 241-252, 2021 | 7 | 2021 |
メタヒューリスティクスを用いたCGS及び複数蓄エネルギー設備を含む エネルギーシステムの多目的非線形最適化手法の開発 池田伸太郎, 大岡龍三 日本建築学会環境系論文集 81 (719), 101-110, 2016 | 6 | 2016 |
Optimal operation of energy systems including thermal energy storage and battery under different connections S Ikeda, R Ooka Energy Procedia 78, 2256-2261, 2015 | 6 | 2015 |
Hybrid method of metaheuristics with machine learning for optimal operation of district energy systems, part 1 day-ahead optimization for district heating and cooling system … S Ikeda Society of Heating, Air-Conditioning and Sanitary Engineers of Japan (SHASE …, 2017 | 5 | 2017 |
Experimental investigation of model predictive control for thermal energy storage system using artificial intelligence D Lee, R Ooka, Y Matsuda, S Ikeda, W Choi 2021 29th Mediterranean Conference on Control and Automation (MED), 961-966, 2021 | 3 | 2021 |
Development of a metaheuristic nondlinateiar multi-objective optimization method for operating energy systems including CGS and energy storage systems S Ikeda, R Ooka Journal of Environmental Engineering (Japan) 81 (719), 101-110, 2016 | 3 | 2016 |
メタヒューリスティクスを用いた蓄電池・蓄熱槽・熱源の統合的最適運用手法の開発 池田伸太郎, 大岡龍三 日本建築学会環境系論文集 79 (705), 957-966, 2014 | 3 | 2014 |