JOURNAL ARTICLE

Optimal home energy management strategy: A reinforcement learning method with actor-critic using Kronecker-factored trust region

Yunfei ChuZhinong WeiGuoqiang SunHaixiang ZangSheng ChenYizhou Zhou

Year: 2022 Journal:   Electric Power Systems Research Vol: 212 Pages: 108617-108617   Publisher: Elsevier BV
Keywords:
Reinforcement learning Scheduling (production processes) Computer science Mathematical optimization Demand response Electricity Markov decision process Energy consumption Energy management Operations research Distributed computing Industrial engineering Artificial intelligence Energy (signal processing) Markov process Engineering

Metrics

24
Cited By
2.58
FWCI (Field Weighted Citation Impact)
47
Refs
0.88
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Smart Grid Energy Management
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Building Energy and Comfort Optimization
Physical Sciences →  Engineering →  Building and Construction
Energy Efficiency and Management
Physical Sciences →  Energy →  Renewable Energy, Sustainability and the Environment
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