@article{CTT100847132,
  author = {Shintaro Ikeda and Tatsuo Nagai},
  title = {A novel optimization method combining metaheuristics and machine learning for daily optimal operations in building energy and storage systems},
  journal = {Applied Energy},
  year = 2021,
}

@article{CTT100847143,
  author = {Mingzhe Liu and Toshiyuki Hino and Ryozo Ooka and Ke Wen and Wonjun Choi and Lee Doyun and Shintaro Ikeda},
  title = {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},
  journal = {Japan Architectural Review},
  year = 2021,
}

@article{CTT100847139,
  author = {Lee Doyun and Ryozo Ooka and Shintaro Ikeda and Wonjun Choi and Younghoon Kwak},
  title = {Model predictive control of building energy systems with thermal energy storage in response to occupancy variations and time-variant electricity prices},
  journal = {Energy and Buildings},
  year = 2020,
}

@article{CTT100847144,
  author = {Shintaro Ikeda and Ryozo Ooka},
  title = {Application of differential evolution-based constrained optimization methods to district energy optimization and comparison with dynamic programming},
  journal = {Applied Energy},
  year = 2019,
}

@article{CTT100847146,
  author = {Mingzhe Liu and Ryozo Ooka and Wonjun Choi and Shintaro Ikeda},
  title = {Experimental and numerical investigation of energy saving potential of centralized and decentralized pumping systems},
  journal = {Applied Energy},
  year = 2019,
}

@article{CTT100847147,
  author = {Lee Doyun and Ryozo Ooka and Shintaro Ikeda and Wonjun Choi},
  title = {Artificial neural network prediction models of stratified thermal energy storage system and borehole heat exchanger for model predictive control},
  journal = {Science and Technology for the Built Environment},
  year = 2019,
}

@article{CTT100847148,
  author = {池田伸太郎 and 大岡龍三},
  title = {地域エネルギーシステムの最適化における学習的探索手法と機械学習の複合アルゴリズムの開発 第2報−建物間熱融通システムの運用最適化における強化学習との比較},
  journal = {空気調和・衛生工学会論文集},
  year = 2018,
}

@article{CTT100847149,
  author = {Shintaro Ikeda and Wonjun Choi and Ryozo Ooka},
  title = {Optimization method for multiple heat source operation including ground source heat pump considering dynamic variation in ground temperature},
  journal = {Applied Energy},
  year = 2017,
}

@article{CTT100847150,
  author = {池田伸太郎 and 大岡龍三},
  title = {地域エネルギーシステムの最適化における学習的探索手法と機械学習の複合アルゴリズムの開発 第1報−蓄熱槽を含む地域冷暖房システムにおける最適運用計画決定手法},
  journal = {空気調和・衛生工学会論文集},
  year = 2017,
}

@article{CTT100847151,
  author = {Shintaro Ikeda and Ryozo Ooka},
  title = {A new optimization strategy for the operating schedule of energy systems under uncertainty of renewable energy sources and demand changes},
  journal = {Energy and Buildings},
  year = 2016,
}

@article{CTT100847156,
  author = {Shintaro Ikeda and Ryozo Ooka},
  title = {Optimal operation of energy systems including energy storage equipment under different connections and electricity prices},
  journal = {Sustainable Cities and Society},
  year = 2016,
}

@article{CTT100847153,
  author = {池田伸太郎 and 大岡龍三},
  title = {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},
  journal = {日本建築学会環境系論文集},
  year = 2016,
}

@article{CTT100847158,
  author = {Shintaro Ikeda and Ryozo Ooka},
  title = {A review on optimization techniques for active thermal energy storage control},
  journal = {Energy and Buildings},
  year = 2015,
}

@article{CTT100847159,
  author = {Shintaro Ikeda and Ryozo Ooka},
  title = {Metaheuristic optimization methods for a comprehensive operating schedule of battery, thermal energy storage, and heat source in a building energy system},
  journal = {Applied Energy},
  year = 2015,
}

@article{CTT100847160,
  author = {池田伸太郎 and 大岡龍三},
  title = {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},
  journal = {日本建築学会環境系論文集},
  year = 2014,
}

@article{CTT100847161,
  author = {池田伸太郎 and 長井達夫},
  title = {遺伝的アルゴリズムとラグランジュの未定乗数法を用いた熱源の最適化手法と運用計画チャートの開発},
  journal = {日本建築学会環境系論文集},
  year = 2013,
}

@inproceedings{CTT100847178,
  author = {尾崎 空奈 and 長井達夫 and 池田伸太郎},
  title = {ニューラルネットワークを用いたオフィスビルにおける冷房負荷予測手法に関する研究},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100847183,
  author = {中塚 一喜 and 池田伸太郎 and 石橋 良太郎 and 畠田 博之 and 田中 英紀 and 大岡龍三},
  title = {人工知能による大規模展示場のリアルタイム熱源最適運用支援プログラムに関する研究  （第1報）建物概要と最適制御を実現するためのハードウェアの構築},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100847176,
  author = {町田 紗江子 and 長井達夫 and 池田伸太郎},
  title = {建物間熱融通における熱源容量と建物熱負荷が省エネルギー効果に及ぼす影響に関する検討},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100847191,
  author = {飯嶋 二裕美 and 池田伸太郎 and 長井達夫},
  title = {エネルギーシステムの統合的最適設計に関する自動化アルゴリズムの開発（第2報）知的最適化による設計最適化と多様な機器構成の提案},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100847189,
  author = {倉澤 伸昌 and 池田伸太郎 and 長井達夫},
  title = {蓄熱槽を含むエネルギーシステムの最適化における探索手法および制約法の評価・比較},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100847186,
  author = {Lee Doyun and 池田伸太郎 and 大岡龍三 and 松田 侑樹 and 崔元準},
  title = {空調熱源システムにおける人工知能を用いたモデル予測制御に関する研究 （その3）モデル予測制御の実システムへの適用に関する先行実験},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100847184,
  author = {池田伸太郎 and 中塚一喜 and 石橋良太郎 and 畠田博之 and 田中英紀 and 大岡龍三},
  title = {人工知能による大規模展示場のリアルタイム熱源最適運用支援プログラムに関する研究  （第2報）最適化プログラムの詳細と最適化効果検証},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100847193,
  author = {町田紗江子 and 長井達夫 and 池田伸太郎},
  title = {サーマルグリッド方式を用いた建物間熱融通による省エネルギー効果の検討},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100847192,
  author = {飯嶋二裕美 and 池田伸太郎 and 長井達夫},
  title = {エネルギーシステムの統合的最適設計に関する自動化アルゴリズムの開発（第1報）知的最適化と動的計画法によるCHP と蓄熱槽を含むシステムの設計最適化},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100847174,
  author = {Lee Doyun and 大岡龍三 and 池田伸太郎 and 崔元準},
  title = {ANN及びメタヒューリスティクスを用いたモデル予測制御手法の開発（第4報）蓄熱槽を含むオフィス空調設備の在室者変動を考慮した冷房運転への適用},
  booktitle = {},
  year = 2018,
}

@inproceedings{CTT100847165,
  author = {Tetsuya Kawamura and Ryozo Ooka and Shintaro Ikeda},
  title = {Shape Optimization of a Detached House Considering Daylight Utilization Using Metaheuristics},
  booktitle = {},
  year = 2018,
}

@inproceedings{CTT100847162,
  author = {Lee Doyun and Ryozo Ooka and Shintaro Ikeda and Wonjun Choi},
  title = {Case study of ANN modeling of stratified thermal energy storage and ground source heat pump systems for model predictive control},
  booktitle = {},
  year = 2018,
}

@inproceedings{CTT100847170,
  author = {Shintaro Ikeda and Ryozo Ooka},
  title = {A New Index for Decision-making: an Optimal Operation Strategy of Batteries and Photovoltaic Systems in Buildings},
  booktitle = {},
  year = 2016,
}

@inproceedings{CTT100847169,
  author = {Shintaro Ikeda and Ryozo Ooka},
  title = {Optimal Adjustment Strategy for Operating Schedule of Energy System under Uncertainty of Renewable Sources and Demand Changes},
  booktitle = {},
  year = 2016,
}

@inproceedings{CTT100847168,
  author = {Bryn Pickering and Shintaro Ikeda and Ruchi Choudhary and Ryozo Ooka},
  title = {Comparison of Metaheuristic and Linear Programming Models for the Purpose of Optimising Building Energy Supply Operation Schedule},
  booktitle = {},
  year = 2016,
}

@inproceedings{CTT100847171,
  author = {Shintaro Ikeda and Ryozo Ooka},
  title = {Optimal operation of energy systems including thermal energy storage and battery under different connections},
  booktitle = {},
  year = 2015,
}

@inproceedings{CTT100847172,
  author = {Shintaro Ikeda and Ryozo Ooka},
  title = {Optimal Operating Schedule of Shared Battery and TES in Two Different Types of Buildings under Unpredicted Demand Change},
  booktitle = {},
  year = 2015,
}

@inproceedings{CTT100847173,
  author = {Shintaro Ikeda and Ryozo Ooka},
  title = {Development of Optimization Method for Operating Heat Source Systems Including Thermal Energy Storage and a Storage Battery Using Cuckoo Search},
  booktitle = {},
  year = 2014,
}