Research on Electric Vehicle Charger Based on Artificial Neural Network

摘要：

The development of Electric Vehicles ( EVs ) is the strategic measures for implementing scientific development,achieving the energy saving,building a resource thrift and environment friendly society.The development of EVs includes research and development on EVs and the supplying system of energy.The supplying system of energy means charging infrastructures,power supply system,charging system and cell system.In this paper,first,the charging control strategis and charging types of EV chargers are studied.Next,the topology and the basic principle of PWM rectifier is discussed.Then,according to the control of EV charger,a method based on artificial neural network is proposed,control strategy and basic principle of this method are discussed.Finally,the feasibility of this method is validated by the simulation,using PSCAD and QuartusII.

关键词： Electric Vehicle ( EV ):Charger:PWM Rectifier Artificial Neural Network

作者: GAO Yang YIN Zhongdong WANG Yang CHEN Anyuan

作者单位: School of Electrical and Electronic Engineering,North China Electric Power University Beijing,China Langfang Power Supply Company,North China Grid Company Limited Langfang,China

会议类型: 国际会议

会议名称: 2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies(第四届电力设施管制、重建及能源技术国际会议 DRPT 2011)

会议地点: 威海

会议语种:英文

页码: 549-553

在线出版日期: 2011-07-06（万方平台首次上网日期，不代表论文的发表时间）