Title :
Research on the mathematics model and parameter optimization of the claw-pole alternator
Author :
Bao, Xiaohua ; Wang, Qunjing ; Ni, Youyuan ; Li, Zhang
Author_Institution :
Sch. of Electr. Eng. & Autom., Hefei Univ. of Technol.
Abstract :
This paper presents a novel way about nonlinear regression modeling of the claw-pole alternator oriented to the computer aided design (CAD) with the support vector machines (SVM), which is bused on the severe finite element model (FEM) simulation. Parameter optimization of the claw-pole alternator is also presented, which is based on the genetic algorithm (GA). AS a compared method the chaos used in parameter optimization is synchronously presented
Keywords :
CAD; alternators; chaos; electric machine analysis computing; finite element analysis; genetic algorithms; regression analysis; support vector machines; CAD; FEM; SVM; chaos; claw-pole alternator; computer aided design; finite element model; genetic algorithm; nonlinear regression modeling; parameter optimization; support vector machines; Alternators; Chaos; Computational modeling; Computer simulation; Design automation; Finite element methods; Genetic algorithms; Mathematical model; Mathematics; Support vector machines; Claw-pole alternator; chaos; finite element model; genetic algorithm; support vector machines;
Conference_Titel :
Electrical Machines and Systems, 2005. ICEMS 2005. Proceedings of the Eighth International Conference on
Conference_Location :
Nanjing
Print_ISBN :
7-5062-7407-8
DOI :
10.1109/ICEMS.2005.202912
