Optimal demand response strategy of commercial building‐based virtual power plant using reinforcement learning

Abstract In this paper, the optimal demand response strategy of a commercial building‐based virtual power plant with real‐world implementation in heavily urbanised area is studied. Instead of modelling the decision‐making process as an optimisation problem, a reinforcement learning method is used to...

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Bibliographic Details
Main Authors: Tao Chen, Qiushi Cui, Ciwei Gao, Qinran Hu, Kexing Lai, Jianlin Yang, Ran Lyu, Hao Zhang, Jinyuan Zhang
Format: Article
Language:English
Published: Wiley 2021-08-01
Series:IET Generation, Transmission & Distribution
Online Access:https://doi.org/10.1049/gtd2.12179