Analysis of Electric Vehicle Charging Facilities Operation Data

In future, electric vehicle (EV) charging enterprises will change from simple charging service to data service, information service and other modes. This paper analyzes the operating platform data of EV charging facilities from multiple perspectives. From the user's point of view, this paper analyzes the user's mobile terminal, gender and age distribution, consumption ability and payment habits. According to time dimensions of week, quarter and hour, the charging behavior pattern and charging load distribution are mainly explored. From the perspective of operators, this paper studies the load distribution of charging stations, the utilization rate, and income of AC/DC piles in different areas, recharge income, transaction amount and so on. Finally, the user group is depicted, the benefit points of charging operators are summarized, and corresponding suggestions are put forward for charging facility operation, in the hope of improving user experience and stickiness, and exploring a business model that can further create added value.