Optimization Method for Regional New Energy Charging Pile Installation Layout Based on Multi-dimensional Data Fusion of Electricity Load and Customer Demand
Optimization Method for Regional New Energy Charging Pile Installation Layout Based on Multi-dimensional Data Fusion of Electricity Load and Customer Demand
Due to neglecting the calculation of multi-dimensional data weight,the total queuing time of charging pile installation layout is long.Therefore,an optimization method for the layout of regional new energy charging pile installation is proposed based on the fusion of multi-dimensional data of electricity load and customer demand.The electricity load of new energy char-ging piles is calculated and the customer demand for regional charging pile installation is analyzed.Integrating the two types of multi-dimensional data,an optimization model for charging pile installation layout is established.The multi-dimensional data is calculated,the weight is optimized,and the optimization results for regional new energy charging pile installation layout is ob-tained.The experimental results show that the total queuing time after application of the proposed method is shorter,with an average value of 9.86 min,and the optimization effect is better,which can meet the actual charging demand of new energy vehi-cles.
关键词
新能源充电桩/充电桩加装布局/用电负荷/客户侧需求多维数据融合/布局优化
Key words
new energy charging pile/layout of charging pile installation/electricity load/customer demand multi-dimensional data fusion/layout optimization
维普
万方数据