DocumentCode
1503410
Title
Rule based identifier for unknown systems
Author
Wang, H ; Jones, A.H.
Author_Institution
Control Eng. Centre, Brunel Univ., Uxbridge, UK
Volume
138
Issue
5
fYear
1991
fDate
9/1/1991 12:00:00 AM
Firstpage
500
Lastpage
506
Abstract
Deals with the problem of rule based identification for unknown systems. Several rules have been established which give a desirable estimate for the time delay, minimum structure order and unknown parameters, by using only one open-loop step response test. These rules actually adjust the poles and zeros of the proposed linear model to make its response as close as possible to that of the original open-loop system. It has also been shown that this method can be directly used to identify the unknown parameters of MIMO systems. Finally, this rule based identifier is applied to three real experimental systems: a jet engine speed control system (SISO), a temperature process control system (SISO) and a coupled electric drive control system (MIMO). For all the systems, desirable identification results have been obtained
Keywords
identification; knowledge based systems; multivariable control systems; step response; MIMO systems; SISO; coupled electric drive control system; jet engine speed control system; linear model; open-loop step response test; open-loop system; rule based identification; temperature process control system; unknown systems;
fLanguage
English
Journal_Title
Control Theory and Applications, IEE Proceedings D
Publisher
iet
ISSN
0143-7054
Type
jour
Filename
92966
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