期刊
IET ELECTRIC POWER APPLICATIONS
卷 12, 期 2, 页码 188-194出版社
INST ENGINEERING TECHNOLOGY-IET
DOI: 10.1049/iet-epa.2017.0271
关键词
optimisation; permanent magnet motors; linear synchronous motors; laser beam cutting; cutting tools; fuzzy reasoning; Taguchi methods; finite element analysis; electric machine analysis computing; multiobjective design optimisation problem; PMSLM; FITM; permanent magnet linear synchronous motor; high-precision laser cutting machine; fuzzy inference Taguchi method; finite element analysis; FEA; maximum motor thrust; minimum thrust ripple; orthogonal array; multiple optimisation target; optimal selection analysis; motor structure factor
资金
- National Natural Science Foundation of China [51637001, 51577001, 51277002]
This study researches the multi-objective design optimisation of permanent magnet linear synchronous motors (PMSLMs) which are applied in high-precision laser cutting machines. The innovative fuzzy inference Taguchi method (FITM) coupled with finite element analysis (FEA) is proposed to solve the multi-objective optimisation problems as well as the maximum motor thrust with minimum thrust ripple. On the basis of the orthogonal array established by Taguchi method, the fuzzy inference system was introduced to translate the multiple optimisation targets to a single target. After the optimal selection analysis, the best combination of motor structure factors is obtained with a small FEA computation. Experimental results from the PMSLM prototype can confirm the validity and superiority of FITM.
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