Title :
Genetic Algorithm Based Design of a Permanent Magnet Synchronous Machine
Author :
Sudhoff, Scott D. ; Cale, James ; Cassimere, Brandon ; Swinney, Mike
Author_Institution :
Sch. of Electr. Eng., Purdue Univ., West Lafayette, IN
Abstract :
Permanent magnet synchronous machines can be designed to obtain high efficiency and high torque density. Recently, there has been intense interest in the use of genetic algorithms (GAs) to design either part or all of the machine. In this work a highly structured approach to PMSM design which encompasses the machine and the machine control is considered. The number of parameters to be determined is over twice that of most previous work. The procedure set forth is explored for both single and multi-objective optimizations
Keywords :
design engineering; genetic algorithms; permanent magnet machines; synchronous machines; torque; genetic algorithms; machine control; multiobjective optimizations; permanent magnet synchronous machine design; torque density; Algorithm design and analysis; Forging; Genetic algorithms; Magnetic analysis; Magnetic flux; Permanent magnet machines; Stators; Synchronous machines; Teeth; Torque;
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.2005.195846