DEVELOPMENT OF EXPERT CONTROL-SYSTEMS - A PATTERN-CLASSIFICATION AND RECOGNITION APPROACH

被引：3

作者：

MAHMOUD, MS ^{[1
]}

ABOUELSEOUD, AA

KOTOB, S

机构：

[1] UNIV CAIRO, DEPT ELECTR & COMMUN ENGN, GIZA, EGYPT

[2] KUWAIT INST SCI RES, DIV TECHNOECON, SAFAT 13109, KUWAIT

来源：

JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS | 1992年 / 5卷 / 02期

关键词：

EXPERT CONTROL SYSTEMS; PATTERN CLASSIFICATION; RECOGNITION APPROACH;

D O I：

10.1007/BF00444292

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, a pattern classification and recognition approach to expert control systems is developed for use in the on-line analysis and design of dynamic systems. The approach used is based on the tuning of a three-term PID controller and, hence, it is not dependent on a specific form of the process model. A real-time experiment of implementing the developed controller using a microcomputer and associated hardware is presented. A sample set of production rules is discussed. The expert system reaches appropriate tuning parameters, using extracted features, such as oscillatory, underdamped, and exponentially monotonic properties.

引用

页码：129 / 146

页数：18