DocumentCode :
232905
Title :
The research of Multi-mode PID controller parameters optimization based on cross-entropy method
Author :
Duo Zhao ; Jin Huang ; Song Li ; Weidong Jin
Author_Institution :
Sch. of Electr. Eng., Southwest Jiaotong Univ., Chengdu, China
fYear :
2014
fDate :
28-30 July 2014
Firstpage :
7532
Lastpage :
7536
Abstract :
This paper introduces cross-entropy optimization method and Multi-mode Proportional-Integral-Derivative (Multi-mode PID) control algorithm. With features of simple control parameter setting, low computation complexity and high robustness, the cross-entropy optimization method is applied to iterative optimization in Multi-mode PID controller parameters design. In present paper, simulation investigations for an industrial process are carried out, and the feasibility, effectiveness and good performance of the proposed method is verified.
Keywords :
Monte Carlo methods; computational complexity; control system synthesis; iterative methods; optimisation; robust control; three-term control; computational complexity; controller parameter optimization; cross-entropy optimization method; industrial process; iterative optimization; multimode PID control algorithm; multimode proportional-integral-derivative control algorithm; robustness; Consumer electronics; Decision support systems; Electrical engineering; Entropy; Europe; Information technology; Instruments; Controller Parameters Optimization; Cross-entropy Optimization; Multi-mode PID Controller;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
Type :
conf
DOI :
10.1109/ChiCC.2014.6896254
Filename :
6896254
Link To Document :
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