Title :
Efficiency optimal design of interior permanent magnet machine for scooter
Author :
Fei Zhao ; Jin-hee Lee ; You-young Choe ; Byung-il Kwon
Author_Institution :
Dept. of Electron. Syst. Eng., Hanyang Univ., Seoul, South Korea
Abstract :
In this paper, a shape optimization for efficiency improvement of an interior permanent magnet (IPM) machine is presented for scooter. Usually scooter machine is limited to the space, so the optimization design for performance improvement with a limited volume and better features is necessary. The optimal design process by using the Kriging method combined with latin hypercube sampling (LHS) and genetic algorithm (GA) is utilized. As a result, the output power and efficiency have been improved effectively. To make more accurate prediction of performance, some other characteristics are also performed with the aid of a time-stepping 2D finite element method (FEM).
Keywords :
finite element analysis; genetic algorithms; motorcycles; permanent magnet machines; statistical analysis; GA; IPM machine; Kriging method; LHS; efficiency improvement; efficiency optimal design; genetic algorithm; interior permanent magnet machine; latin hypercube sampling; optimal design process; scooter machine; shape optimization; time-stepping 2D FEM; time-stepping 2D finite element method; Magnetic flux; Motorcycles; Optimization; Permanent magnet motors; Power generation; Saturation magnetization; Torque;
Conference_Titel :
Electrical Machines and Systems (ICEMS), 2013 International Conference on
Conference_Location :
Busan
Print_ISBN :
978-1-4799-1446-3
DOI :
10.1109/ICEMS.2013.6754389