A MULTIREGION FUZZY-LOGIC CONTROLLER FOR NONLINEAR PROCESS-CONTROL

被引:89
作者
QIN, SJ
BORDERS, G
机构
[1] Fisher-Rosemount Systems, Inc., Austin
关键词
FUZZY LOGIC CONTROL; NONLINEAR PROCESS CONTROL; FUZZY PI CONTROLLERS; PH CONTROL;
D O I
10.1109/91.273128
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Although a fuzzy logic controller is generally nonlinear, a PI-type fuzzy controller that uses only control error and change in control error is not able to detect the process nonlinearity and make a control move accordingly. In this paper, a multiregion fuzzy logic controller is proposed for nonlinear process control. Based on prior knowledge, the process to be controlled is divided into fuzzy regions such as high-gain, low-gain, large-time-constant, and small-time-constant. Then a fuzzy controller is designed based on the regional information. Using an auxiliary process variable to detect the process operating regions; the resulting multiregion fuzzy logic controller can give satisfactory performance in all regions. Rule combination and controller tuning are discussed. Application of the controller Co pH control is demonstrated.
引用
收藏
页码:74 / 81
页数:8
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