2023
DOI: 10.21203/rs.3.rs-3162820/v1
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Optimal Routing and Charging Strategy of Electric Vehicles Based on Traffic Flow Prediction

Abstract: With the increasing number of electric vehicles (EVs) in recent years, road congestion is becoming a common phenomenon, which not only prolongs travel time but also causes anxiety for EV users. Therefore, this paper proposes a time-varying shortest path search method for traffic flow (TF) and establishes an EV route planning model based on this method to plan the optimal path for users. Firstly, a convolutional neural network (CNN) is used to predict TF and a new queuing model is established to calculate the c… Show more

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