DocumentCode
2341845
Title
The application in adaptive control for differential evolution algorithm
Author
Zhicheng, Xu
Author_Institution
Dept. of Electr. Eng., Changzhou Inst. of Mechatron. Technol., Changzhou, China
Volume
2
fYear
2011
fDate
22-23 Oct. 2011
Firstpage
206
Lastpage
209
Abstract
Aiming at the complex nonlinear system, a PID self-adaptive control method based on the DE algorithm is stated in the paper. Based on on-line optimization of PID controller parameters by the DE algorithm, the desirable control effect is obtained. An application of this method to the control of the continuous Stirred Tank Reactor (CSTR) system which is a complex nonlinear system is studied. Simulation results show the validity of the method.
Keywords
adaptive control; evolutionary computation; nonlinear control systems; three-term control; PID self-adaptive control; complex nonlinear system; continuous stirred tank reactor system; differential evolution algorithm; proportional-integral-derivative control; Adaptation models; Robustness; Adaptive; CSTR; DE;
fLanguage
English
Publisher
ieee
Conference_Titel
System Science, Engineering Design and Manufacturing Informatization (ICSEM), 2011 International Conference on
Conference_Location
Guiyang
Print_ISBN
978-1-4577-0247-1
Type
conf
DOI
10.1109/ICSSEM.2011.6081279
Filename
6081279
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