The development and popularization of electric vehicles (EVs) is of great significance to
environmental protection, energy saving and emission reduction. With the wide …

The randomness and uncertainty of charging behavior of EV users bring great challenges to
the short-term prediction of charging load of EV charging stations. Aiming at the low …

At this stage, due to the increasing use of electric vehicles, the position of electric vehicle
load scheduling in grid power scheduling is becoming more and more important. Effective …

At present, the concept of ecological civilization has been widely recognized by the whole
world, and a series of policies that guarantees the evolution of the electric vehicle (EV) …

In allusion to the problem that electric vehicle (EV) charging time and state of charge (SOC)
randomness leads to the traditional application of EV charging load characteristic …

To cope with the increasing charging demand of electric vehicle (EV), this paper presents a
forecasting method of EV charging load based on random forest algorithm (RF) and the load …

With the increasing number of electric vehicles, the charging load of electric vehicles has a
huge impact on the scheduling and operation of the grid. Therefore, the charging load …

To reduce the influence of the disorderly charging of electric vehicles (EVs) on the grid load,
the EV charging load and charging mode are studied in this paper. First, the distribution of …

An intelligent charging load forecasting method of the electric vehicle plays a vital role in
power generation and power market optimization. In this paper, electric vehicles have been …

With the widespread use of electric vehicles, their charging power demand has increased
and become a significant burden on power grids. The uncoordinated deployment of electric …