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Optimal Charging and Discharging Control for Hybrid Energy Storage System based on Reinforcement Learning
Optimal Charging and Discharging Control for Hybrid Energy Storage System based on Reinforcement Learning
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机译:基于强化学习的混合储能系统最优充放电控制
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摘要
Systems and methods are disclosed to manage a microgrid with a hybrid energy storage system (HESS) includes deriving a dynamic model of a bidirectional-power-converter (BPC)-interfaced HESS; applying a first neural network (NN) to estimate a system dynamic; and applying a second NN to calculate an optimal control input for the HESS through online learning based on the estimated system dynamics.
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