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The following is the formation for RL.
The first is the state.
The state contains the following elements.
Time and the remaining time of EV are the main information related to patterns such as power demand, PV power generation, and EV use.
ESS SoC should be observed for ESS SoC optimization, one of the purposes of this paper.
EV SoC, IL, and NIL should be observed for user satisfaction, one of the purposes of this paper.
Action is the determination of the EV index and supply of EVs to supply power to ESS.
Therefore, the action has a range for the discharge amount of EV. Rewards include rewards for the optimization of ESS SoC.
It also includes penalties for reducing user satisfaction by IL and V2G and misselection of EVs.
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IEEE/ICACT20220153 Slide.07
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