A Control Strategy Based on Deep Reinforcement Learning Under the Combined Wind-Solar Storage System

IEEE Transactions on Industry Applications(2021)

引用 17|浏览5
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摘要
In a deregulated environment, the renewable energy producers will face the challenge of how to increase their revenues under uncertainties of power generation and time-varying electricity price. In traditional power network scheduling, prediction and optimization are two independent processes, which easily leads to information loss and modeling error. To deal with the uncertainty and realize an en...
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关键词
Uncertainty,Renewable energy sources,Wind power generation,Electricity supply industry,Wind farms,Process control,Reinforcement learning
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