Optimization strategy based on deep reinforcement learning for home energy management

With the development of a smart grid and smart home, massive amounts of data can be made available, providing the basis for algorithm training in artificial intelligence applications. These continuous improving conditions are expected to enable the home energy management system (HEMS) to cope with t...

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Bibliographic Details
Main Authors: Liu, Yuankun, Zhang, Dongxia, Gooi, Hoay Beng
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2021
Subjects:
Online Access:https://hdl.handle.net/10356/148706