DocumentCode
2437783
Title
The Research on the Intelligent Controller Based on Elastic-Integral Algorithm and Application on the Water-Level System
Author
Shi, Yonghong ; Liu, Yanyan
Author_Institution
Dept. of Comput. Sci., China Univ. of Pet., Dongying
Volume
2
fYear
2008
fDate
19-20 Dec. 2008
Firstpage
319
Lastpage
323
Abstract
The paper develops a new kind of intelligent PID controller that distinguishes the conventional PID. It makes BP network act on the elastic-integral PID controller, which can adjust its parameters on-line. As the identification controller, RBF neural network identifies the sensitivity of the output to the input, improves the accuracy of the system. The intelligent PID controller realizes the combination of the optimization on the whole performance and the individual parameter. Through the simulation, it shows us that this intelligent controller has the characteristics of better control effect, low overshot and strong robust.
Keywords
backpropagation; industrial control; intelligent control; optimisation; radial basis function networks; three-term control; water; BP network; RBF neural network; elastic-integral PID controller; identification controller; intelligent PID controller; optimization; water-level system; Application software; Competitive intelligence; Computational intelligence; Computer science; Control systems; Error correction; Industrial control; Neural networks; Robust control; Three-term control;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Industrial Application, 2008. PACIIA '08. Pacific-Asia Workshop on
Conference_Location
Wuhan
Print_ISBN
978-0-7695-3490-9
Type
conf
DOI
10.1109/PACIIA.2008.291
Filename
4756788
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