Variable Speed Control in Switched Reluctance Drive Based on Least Square-Support Vector Machine

被引：0

作者：

Zhou, Jie ^{[1
]}

Li, Hui ^{[2
]}

Sun, Yongkui ^{[3
]}

机构：

[1] Univ Elect Sci & Technol China, Sch Mechatron Engn, Chengdu 610054, Sichuan Prov, Peoples R China

[2] Univ Elect Sci & Technol China, Inst Astron & Aeronaut, Chengdu 610054, Peoples R China

[3] Univ Elect Sci & Technol China, Sch Automat Engn, Chengdu 610054, Peoples R China

来源：

2008 INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION: (ICMA), VOLS 1 AND 2 | 2008年

关键词：

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Because of internal highly nonlinear characteristics in switched reluctance motor (SRM), it is difficult to obtain satisfying operating performance by using classical linear control methods. In this paper, a control method based on least square support vector machine (LS-SVM) is proposed. PI speed controller in SRM control system is taken place by a controller based on LS-SVM, which is generated from a group of input-output data LS-SVM algorithm trained. It can be concluded that SRM control system, based on the result of simulation in MATLAB/Simulink, has good dynamic performance by using the speed controller based on LS-SVM.

引用

页码：791 / +

页数：3

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