Efficient-Optimization Strategy Based on Back Propagation for Vector Controlled PMSM Drives

摘要：

An efficiency optimization vector control scheme based on back propagation (BP) is presented in this paper. The controller is designed to generate d-axes currents command and q-axes currents command simultaneously. In order to achieve a robust BP efficiency optimization vector control from variation of motor parameters, an online learning algorithm is employed. Results of experiments are provided to demonstrate the effectiveness of the proposed method.

关键词： PMSM efficiency optimization neural network

作者: Detian Sun Jian Zhu

作者单位: School of Information Science and Engineering Shenyang Ligong University Shenyang, China Department of Computer Engineering Shenyang Aeronautical Vocational College Shenyang, China

会议类型: 国际会议

会议名称: 2010 International Conference on Intelligent Computation Technology and Automation(2010 智能计算技术与自动化国际会议 ICICTA 2010)

会议地点: 长沙

会议语种:英文

页码: 1366-1369

在线出版日期: 2010-05-11（万方平台首次上网日期，不代表论文的发表时间）