… demand prediction and charger planning depend on each other, and it is required to re-train
the prediction … an effective solution of Simultaneous Demand Prediction And Planning (SPAP…

… the electric grid due to their random and volatile nature. Consequently, predicting the charging
demand for electric vehicles is becoming a priority to maintain a steady supply of electric …

… whether exogenous variables contribute to prediction accuracy. Some researchers believe
that a longer data history is more helpful in the modeling and prediction of future values. This …

… This paper is concerned with the electric vehicle (EV) charging … demand. Considering the
dynamic charging behavior of EV users, a dynamic prediction method of EV charging demand …

… electric vehicle infrastructures (EVIs) are considered, we propose a lightweight authentication
FL-based energy demand prediction … accurate electricity demand prediction framework to …

… electric vehicles instead of conventional vehicles [3]. Many apparent difficulties impede the
widespread adoption of electric vehicles, … and associated Electric Vehicle Supply Equipment (…

… for the prediction of energy consumption at electric vehicle (EV… the data, and making the
prediction needs to be within a few … an approach for fast demand prediction of the sparse time …

… Compared with the other power demand prediction methods, our prediction structure has
the following features. 1) Data-driven velocity prediction and gradient prediction are …

… the method for the prediction of the electric vehicle demand. We have proposed … electric
vehicle count data and Auto regressive model was used to predict the day ahead electric vehicle …

… and charging demand of electric vehicles (EVs), … predicting EV user behavior and
scheduling EV charging load. Index Terms—EV charging scheduling, EV user behavior prediction…