Joint control of manufacturing and onsite microgrid system via novel neural-network integrated reinforcement learning algorithms

Jiaojiao Yang,Zeyi Sun,Wenqing Hu,Louis Steinmeister

Applied Energy（2022）

引用 6|浏览16

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摘要

•This paper proposes a joint energy control model for microgrid and manufacturing.•Markov decision process is used to model the decision procedure.•Reinforcement learning leveraging TD and DPG is proposed to solve the problem.

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关键词

Microgrid,Manufacturing,Reinforcement Learning,Markov Decision Process,Temporal Difference Learning,Deterministic Policy Gradient

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