Title :
A Fuzzy-Based Taguchi Method for Multiobjective Design of PM Motors
Author :
Chang-Chou Hwang ; Chia-Ming Chang ; Cheng-Tsung Liu
Author_Institution :
Dept. of Electr. Eng., Feng Chia Univ., Taichung, Taiwan
Abstract :
This paper describes a design optimization based on the fuzzy-based Taguchi method coupled with finite element analysis (FEA). The proposed approach takes advantage of both the Taguchi method and a fuzzy rule based inference system, which forms a robust and practical methodology in tackling multiobjective optimization problems. The proposed methodology is applied to the optimization design of a surface-mounted permanent magnet (SPM) motor. The experimental results confirm the validity of the proposed method.
Keywords :
Taguchi methods; finite element analysis; fuzzy set theory; permanent magnet motors; FEA; PM motor; SPM motor; Taguchi method; design optimization; finite element analysis; fuzzy-based taguchi method; multiobjective design; surface-mounted permanent magnet motor; Efficiency; finite element method; fuzzy-based Taguchi method; multiobjective optimization; torque ripple;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2013.2242854