Internal model control for inverse system based on support vector machine and its application

被引：0

作者：

Liu, Sheng ^{[1
]}

Li, Yanyan ^{[1
]}

Du, Yanchun ^{[1
]}

机构：

[1] Harbing Engn Univ, Automat Coll, Harbin 15001, Peoples R China

来源：

WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS | 2006年

关键词：

inverse system; support vector machine (SVM); internal model control (IMC); super-heated steam temperature system;

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 the large inertia and lag characteristics of the super-heated steam temperature system, an internal model control method for inverse system based on support vector machine (SVM) was presented. According to the input and output datum of the system, this method identified alpha th-order inverse system of the original system by using support vector machine regression (SVMR). Combining the inverse system with original system can form alpha th-order pseudo-linear system, then applied internal model control to the pseudo-linear system. Simulating results show that this method has high track precision, good disturbance-rejecting capability. And it is easy to design and application.

引用

页码：6336 / +

页数：2