Efficient Optimization Design Method of PMSLM Based on Deep Adaptive Ridge Regression With Embedded Analytical Mapping Function
IEEE Transactions on Industrial Electronics(2022)
摘要
To improve the thrust performance of permanent magnet synchronous linear motor (PMSLM), novel deep adaptive ridge regression with embedded analytical mapping function (EAMF-RR) is proposed to calculate the thrust performance of PMSLM quickly and accurately, and combined with the EAMF-RR, a whale optimization algorithm (WOA) is introduced to optimize the PMSLM structure. First, the PMSLM's thrust i...
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关键词
Synchronous motors,Permanent magnet motors,Optimization,Analytical models,Topology,Force,Adaptation models
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