Title :
Response surface methodology based design optimisation of interior permanent magnet synchronous motors for wide-speed operation
Author :
Qinghua, L. ; Jabbar, M.A. ; Khambadkone, Ashwin M.
Author_Institution :
ASM Technol., Singapore, Singapore
Abstract :
This paper proposes a novel computational approach to design optimisation of an interior permanent magnet synchronous motor (IPMSM) for wide-speed operation. This new approach adopts finite element method as a magnetic field analysis method and the genetic algorithm as a search method for optimisation work. A response surface methodology (RSM) is used to determine the empirical models relating the performance of a motor and the design variables. This design and optimisation approach resulted in an overall increase in speed of the optimisation process and a reduction in computational time. The prototype interior PMSM was fabricated and tested. The experimental results agree well with that of numerical computation and validate the proposed design optimisation approach.
Keywords :
electric machine analysis computing; finite element analysis; genetic algorithms; magnetic fields; permanent magnet motors; prototypes; response surface methodology; synchronous motors; design optimisation; finite element method; genetic algorithm; interior PMSM; interior permanent magnet synchronous motors; magnetic field analysis method; numerical computation; response surface methodology;
Conference_Titel :
Power Electronics, Machines and Drives, 2004. (PEMD 2004). Second International Conference on (Conf. Publ. No. 498)
Conference_Location :
Edinburgh, UK
Print_ISBN :
0-86341-383-8
DOI :
10.1049/cp:20040346