… In this paper, the EV charging load prediction model is established in terms of vehicle type,
the charging duration, daily mileage, starting charging moment, charging mode, and initial …

… of electric vehicles (EVs) on road within decades. Accurately predicting the charging demand
is … This paper presents a novel modeling framework to predict the public charging demand …

… In summary, the BP neural network of the vehicle demand prediction model is shown in Fig.
… Demand prediction of electric carsharing In order to forecast the demand of electric vehicles, …

… In particular, this study focuses on temporally-resolved prediction of electricity demand
needed to serve PEV charging loads if charge scheduling or control is not widespread. …

… Although the above works have established charging demand prediction models at a
macroscopic level, they can describe the spatial-temporal scale distribution characteristics of …

… alternative power source in electric vehicles due to zero … demand of vehicle can be perceived
in some way, the system control decision may determine earlier than actual power demand …

… Miao, and AL Bazzan, “Optimal electric vehicle fast charging station placement based on
game theoretical framework,” IEEE Transactions on Intelligent Transportation Systems, vol. 19, …

… of accurate EV charging demand prediction in household. Various … of power systems demand
due to electric vehicle charging load,” … Binding, “Toward electric vehicle trip prediction for a …

… -LSTM is proposed to predict the demand for charging from electric vehicles at a 15-minute …
increase in demand accuracy. We present a 12-month prediction of EV charging demand at …