DocumentCode
3202364
Title
Efficient-Optimization Strategy Based on Back Propagation for Vector Controlled PMSM Drives
Author
Sun, Detian ; Zhu, Jian
Author_Institution
Sch. of Inf. Sci. & Eng., Shenyang Ligong Univ., Shenyang, China
Volume
2
fYear
2010
fDate
11-12 May 2010
Firstpage
196
Lastpage
199
Abstract
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.
Keywords
backpropagation; machine control; optimisation; permanent magnet motors; synchronous motor drives; back propagation; d-axes currents command; efficient optimization strategy; q-axes currents command; vector controlled PMSM drives; Electric resistance; Equivalent circuits; Fuzzy logic; Hybrid electric vehicles; Induction motors; Iron; Machine vector control; Neural networks; Robust control; Traction motors; PMSM; efficiency optimization; neural network;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computation Technology and Automation (ICICTA), 2010 International Conference on
Conference_Location
Changsha
Print_ISBN
978-1-4244-7279-6
Electronic_ISBN
978-1-4244-7280-2
Type
conf
DOI
10.1109/ICICTA.2010.579
Filename
5523206
Link To Document