Optimal Design of Outer-Rotor Surface Mounted Permanent Magnet Synchronous Motor for Cogging Torque Reduction Using Territory Particle Swarm Optimization

被引:15
作者
Ahn, Jong-Min [1 ]
Son, Ji-Chang [1 ]
Lim, Dong-Kuk [1 ]
机构
[1] Univ Ulsan, Sch Elect & Elect Engn, Daehak Ro 93, Ulsan 44610, South Korea
关键词
High altitude long endurance (HALE); Pattern search method (PSM); Particle swarm optimization (PSO); Surface mounted permanent magnet synchronous motor (SPMSM); Unmanned aerial vehicle (UAV); SPM MOTOR;
D O I
10.1007/s42835-020-00599-z
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, territory particle swarm optimization (TPSO) is proposed for the optimal design of surface mounted permanent magnet synchronous motor (SPMSM) for high altitude long endurance (HALE) unmanned aerial vehicle (UAV). The proposed algorithm exploits the concept of a territory to the particle swarm optimization (PSO) to solve the problem that the conventional PSO cannot find the multimodal solutions. Also, by combining the stochastic method, PSO, with the deterministic method, pattern search method, it is possible to find optimal solutions quickly and accurately. The superiority of the proposed algorithm is verified through comparison in the test functions with niching genetic algorithm, which is well known multimodal optimization algorithm. The TPSO is applied to the optimization design of outer-rotor SPM for HALE UAV, and the optimal design with reduced cogging torque has been derived.
引用
收藏
页码:429 / 436
页数:8
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