Implementation of home energy management system based on reinforcement learning

The implementation of machine learning methods in home energy management have been shown to be a feasible alternative in the minimization of electricity cost. These methods regulate the home electric appliance systems, which contribute to the most critical loads in a household, thus enabling consume...

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Bibliographic Details

Published in:	Energy Reports
Main Authors:	Ejaz Ul Haq, Cheng Lyu, Peng Xie, Shuo Yan, Fiaz Ahmad, Youwei Jia
Format:	Article
Language:	English
Published:	Elsevier 2022-04-01
Subjects:	Home energy management system Reinforcement learning Energy cost Thermal comfort Energy storage systems
Online Access:	http://www.sciencedirect.com/science/article/pii/S2352484721013172