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
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;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6896254