Title :
Design optimization of permanent magnet couplings
Author :
Zheng Di ; Wang Dazhi ; Shi Tongyu ; Liu Zhen
Author_Institution :
Coll. of Inf.&Eng., Northeastern Univ., Shenyang, China
Abstract :
The aim of this paper is to explore the use of particle swarm optimization (PSO) algorithm to optimize the design of permanent magnet couplings subject to several key design constraints. A nonlinear model is developed by support vector machine. A particle swarm optimization algorithm that has obvious capabilities in global search is finally adopted to find the optimal machine parameters. Finite element method is also employed to verify the results.
Keywords :
particle swarm optimisation; permanent magnets; power system analysis computing; support vector machines; PSO algorithm; design optimization; nonlinear model; particle swarm optimization; permanent magnet couplings; support vector machine; Computational modeling; Couplings; Optimization; Particle swarm optimization; Permanent magnets; Support vector machines; Training; Design Optimization; Particle Swarm Optimization; Permanent Magnet Couplings; Support Vector Machine;
Conference_Titel :
Control and Decision Conference (CCDC), 2015 27th Chinese
Conference_Location :
Qingdao
Print_ISBN :
978-1-4799-7016-2
DOI :
10.1109/CCDC.2015.7161672
