Optimizing a domestic battery and solar photovoltaic system with deep reinforcement learning

Alexander J. M. Kell, A. Stephen McGough, Matthew Forshaw. Optimizing a domestic battery and solar photovoltaic system with deep reinforcement learning. In Shusaku Tsumoto, Yukio Ohsawa, Lei Chen 0002, Dirk Van den Poel, Xiaohua Hu 0001, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan 0001, editors, IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022. pages 4495-4502, IEEE, 2022. [doi]

Authors

Alexander J. M. Kell

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A. Stephen McGough

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Matthew Forshaw

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