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