Research on the Application of Machine Learning in Orderly Charging Demand Prediction and Scheduling Optimization of Charging Piles

Electric vehicles are gaining popularity among consumers and governments due to their environmentally friendly nature, efficiency, and energy-saving capabilities. With the popularity of electric vehicles, charging piles, as their important supporting facilities, are also facing huge market demand. However, there is currently a mismatch between the number and distribution of charging piles and the charging needs of electric vehicles, which has …