Title :
Research on the Parameters Identification of Direct Thrust Control System Using Wavelet Transform
Author :
Zhao, Lijun ; Cui, Jiefan ; Wan, Junzhu ; Wang, Hemin ; Jiang, Lili
Author_Institution :
Sch. of Electr. Eng., Shenyang Univ. of Technol.
Abstract :
To solve the effect of primary resistance change of the low-speed performance in direct thrust control system of linear motor. Wavelet analysis is used in primary resistance identification in this paper, because of the time frequency location characteristic and multi-scale ability of wavelet transform and multi-resolution analysis. Then wavelet transform research on direct thrust control system is proposed. The observation of flux linkage is improved by accurate identification of primary resistance, and the direct thrust control performance of linear motor is further improved. This paper compares the neural network with wavelet transform to identify the primary resistance, and obtains the results are shown that the wavelet transform is further suitable for primary identification. The simulation results of direct thrust control system show the identifier that is based on wavelet transform can precisely measure the value of resistance and efficiently improve the low-speed performances of direct thrust control system
Keywords :
electric resistance; linear motors; machine control; parameter estimation; wavelet transforms; direct thrust control system; flux linkage; linear motor; multiresolution analysis; parameters identification; resistance identification; wavelet transform; Control system synthesis; Control systems; Couplings; Electrical resistance measurement; Neural networks; Parameter estimation; Performance evaluation; Time frequency analysis; Wavelet analysis; Wavelet transforms; Direct Thrust Control; Neural Network; Resistance Identification.; Wavelet Transform;
Conference_Titel :
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location :
Jinan
Print_ISBN :
0-7695-2528-8
DOI :
10.1109/ISDA.2006.253819