On average charging start SOC by battery power, there appears a clear trend indicating that larger battery capacities correlate with higher average starting SOCs, as shown in Fig. 1 d, for batteries under 20 kWh, the average SOC at the time of charging initiation is 28%.
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A deep neural network approach for optimizing charging behavior for electric vehicle ride-hailing fleet.
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