論文

• 渡邉郁弥, 川口 貴弘, 石崎孝幸, 竹中栄晶, 中島孝, 井村順一. ニューラルネットワークを用いた電力市場における前日計画法 --再生可能エネルギーの不確かさのもとでの取引戦略--, 計測自動制御学会論文集, Vol. 56, No. 2, pp. 57-66, Feb. 2020.
• 渡邉郁弥, 川口 貴弘, 石崎孝幸, 竹中栄晶, 中島孝, 井村順一. 電力市場のための機械学習に基づく前日スケジューリング, 計測自動制御学会論文集, Vol. 55, No. 10, p. 593-601, Oct. 2019.
• Takayuki Ishizaki, Takahiro Kawaguchi, Hampei Sasahara, Jun-ichi Imura. Retrofit Control with Approximate Environment Modeling, Automatica, Vol. 107, pp. 442-453, July 2019.

国際会議発表 (査読有り)

• Go Nishida, Hideaki Ito, Hideaki Ohtake, Takahiro Kawaguchi, Jun-ichi Imura. Optimal Fast Demand Response Based on PV Power Predictions in Multi-Layer Smart Grids, 59th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE AC), SaBT18.9, Sept. 2020.
• Takahiro Kawaguchi, Takayuki Ishizaki, Jun-ichi Imura. Retrofit Control of Power Systems: Cooperation of Decentralized Controller and Global Controller, SICE Annual Conference 2019 (SICE2019), Proc. of SICE Annual Conference 2019, pp. 1061-1066, Sept. 2019.
• Ilham Naharudinsyah, Takayuki Ishizaki, Takahiro Kawaguchi, Jun-ichi Imura. Model Predictive Control Based Data-Driven Retrofit Controller for Network Systems, The 3rd IEEE Conference on Control Technology and Applications (CCTA 2019), Aug. 2019.
• Fumiya Watanabe, Takahiro Kawaguchi, Takayuki Ishizaki, Hideaki Takenaka, Takashi Y. Nakajima, Jun-ichi Imura. Day-ahead Strategic Marketing of Energy Prosumption: A Machine Learning Approach Based on Neural Networks,, European Control Conference 2019, Proc. of 2019 European Control Conference, June 2019.
• Fumiya Watanabe, Takahiro Kawaguchi, Takayuki Ishizaki, Jun-ichi Imura. Machine Learning Approach to Day-ahead Scheduling for Multiperiod Energy Markets under Renewable Energy Generation Uncertainty, 57th IEEE Conference on Decision and Control (CDC2018), Proc. of CDC2018, pp. 4020-4025, Dec. 2018.

国内会議発表 (査読なし・不明)

• 石塚諒, 渡邉郁弥, 川口貴弘, 石崎孝幸, 井村順一, 佐々木崇宏, 植田譲. 業務用電力需要のクラスタリングと気温応答モデルの構築, 第6回制御部門マルチシンポジウム, Mar. 2019.
• Fumiya Watanabe, Takahiro Kawaguchi, Takayuki Ishizaki, Jun-ichi Imura. Numerical Study for Day-ahead Scheduling Based on Machine Learning Approaches, SICE International Symposium on Control Systems (ISCS) 2019, Mar. 2019.
• 石塚諒, 渡邉郁弥, 川口貴弘, 石崎孝幸, 井村順一, 佐々木崇宏, 植田譲. 気温応答性を考慮した業務用電力需要データセットの作成, 平成31年電気学会全国大会, Mar. 2019.
• 川口貴弘, 石崎孝幸, 井村順一. データに基づく近似モデルを用いた電力システムのレトロフィット制御, 第6回制御部門マルチシンポジウム, Mar. 2019.

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