Title :
Determination of Parameters for Internal Permanent Magnet Synchronous Motors
Author :
Jabbar, M.A. ; Dong, Jing ; Liu, Zhejie
Author_Institution :
Dept. of ECE, Nat. Univ. of Singapore
Abstract :
Experimental methods used recently by many researchers for the determination of PMSM parameters have been reviewed. Analysis and experimentations show many shortcomings and inaccuracies involved in those methods. Two novel techniques for better results through the application of linear regression and neural network are presented, and the results from these methods are also included. In addition, computational design values obtained using finite element method are also compared to the experimental values
Keywords :
electric machine analysis computing; finite element analysis; neural nets; permanent magnet motors; regression analysis; synchronous motors; PMSM parameters; finite element method; internal permanent magnet synchronous motors; linear regression; neural network; Current measurement; Finite element methods; Inductance measurement; Linear regression; Magnetic field measurement; Parameter estimation; Permanent magnet motors; Synchronous motors; Testing; Voltage;
Conference_Titel :
Electric Machines and Drives, 2005 IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-8987-5
Electronic_ISBN :
0-7803-8988-3
DOI :
10.1109/IEMDC.2005.195716