ON THE ANALYSIS OF FUZZY-LOGIC CONTROLLERS

Authors
Citation
Dp. Filev et Rr. Yager, ON THE ANALYSIS OF FUZZY-LOGIC CONTROLLERS, Fuzzy sets and systems, 68(1), 1994, pp. 39-66
Citations number
25
Categorie Soggetti
Computer Sciences, Special Topics","System Science",Mathematics,"Statistic & Probability",Mathematics,"Computer Science Theory & Methods
Journal title
ISSN journal
01650114
Volume
68
Issue
1
Year of publication
1994
Pages
39 - 66
Database
ISI
SICI code
0165-0114(1994)68:1<39:OTAOFC>2.0.ZU;2-I
Abstract
In this paper we address the issue of analyzing the properties of the fuzzy logic controller (FLC). We introduce two basic models of the FLC . The first representation uses the concept of the quasilinear fuzzy m odel - the FLC is approximated by a virtual PID controller, consisting of linear controller connected in parallel. The second interpretation of the FLC is from the point of view of nonlinear control - the FLC i s analyzed as a sliding mode - like controller. Based on these two alt ernative representations are derived rules for designing and tunning f uzzy logic controllers.