Efficient-Optimization Strategy Based on Back Propagation for Vector Controlled PMSM Drives
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.
PMSM efficiency optimization neural network
Detian Sun Jian Zhu
School of Information Science and Engineering Shenyang Ligong University Shenyang, China Department of Computer Engineering Shenyang Aeronautical Vocational College Shenyang, China
国际会议
长沙
英文
1366-1369
2010-05-11(万方平台首次上网日期,不代表论文的发表时间)