Coordinated energy management for integrated energy system incorporating multiple flexibility measures of supply and demand sides: A deep reinforcement learning approach

Energy Conversion and Management(2023)

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摘要
•A coordinated optimization model considering multiple flexibility measures is proposed.•The deep reinforcement learning is used to solve the operation optimization problem.•A hierarchical reward shaping mechanism is proposed to improve training performance.•The proposed algorithm is superior to those of the baseline algorithms.
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关键词
energy management,energy system,deep reinforcement learning approach
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