Title :
Optimization of 2 phase in-wheel IPMSM for wide speed range by using the Kriging model based on latin hypercube sampling
Author :
Kim, Jae-Beum ; Hwang, Kyu-yun ; Kwon, Byung-Il
Author_Institution :
Dept. of Electron., Hanyang Univ., Ansan, South Korea
Abstract :
This paper introduces an optimal design procedure for an in-wheel interior permanent magnet synchronous motor (IPMSM) to achieve wide speed range. For algorithms, the Kriging model based on the latin hypercube sampling (LHS) and genetic algorithm (GA) are applied. The optimal model has an increased wide speed range with reduced cogging torque.
Keywords :
genetic algorithms; permanent magnet motors; statistical analysis; synchronous motors; GA; LHS; genetic algorithm; interior permanent magnet synchronous motor; inwheel IPMSM; kriging model; latin hypercube sampling; optimization; Algorithm design and analysis; Design optimization; Forging; Genetic algorithms; Hypercubes; Process design; Response surface methodology; Sampling methods; Synchronous motors; Torque;
Conference_Titel :
Electromagnetic Field Computation (CEFC), 2010 14th Biennial IEEE Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-7059-4
DOI :
10.1109/CEFC.2010.5481197
