Application of self-tuning fuzzy logic controller on process control

被引：0
|
作者：
Lo, CH [1 ]
Wong, YK [1 ]
Rad, AD [1 ]
机构：
[1] Hong Kong Polytech Univ, Dept Elect Engn, Kowloon, Hong Kong, Peoples R China
来源：
ADVANCES IN CONTROL EDUCATION 2000 | 2001年
关键词：
controllers; fuzzy control; fuzzy logic; process control; self-tuning control;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
An advanced self-tuning fuzzy logic controller (STFC) is reported in this paper. The STFC is basically an FLC but vith the addition of performance measure and inference step functions. The performance measure is used to evaluate the system response and the inference step is used to apply reasoning that base on a set of fuzzy "meta rules". The key function of the STFC is to provide automatic tuning of input scaling factors to the fuzzy logic controller. After simulation, the algorithm of the STFC is tested on the PT326 Process Trainer. The performance of the PID, FLC and STFC are compared and analyzed. Copyright (C) 2000 IFAC.
引用
收藏
页码：281 / 286
页数：6
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