A MODEL-BASED FUZZY CONTROLLER

Authors
MICHELS K
Citation
K. Michels, A MODEL-BASED FUZZY CONTROLLER, Fuzzy sets and systems, 85(2), 1997, pp. 223-232
Citations number
10
Categorie Soggetti
Computer Sciences, Special Topics","System Science",Mathematics,"Statistic & Probability",Mathematics,"Computer Science Theory & Methods
Journal title
Fuzzy sets and systems → ACNP
ISSN journal
01650114
Volume
85
Issue
2
Year of publication
1997
Pages
223 - 232
Database
ISI
SICI code
0165-0114(1997)85:2<223:AMFC>2.0.ZU;2-S
Abstract
To avoid the heuristic search for linguistic control rules, a fuzzy co ntroller which is based on a fuzzy model of the plant is introduced. I n a first step the plant is to be identified and described by a fuzzy relation. In a second step this relation is used to find trajectories from any point of the discrete state space to the origin. The resultin g fuzzy control system predicts the point in state space to be reached next and selects the corresponding actuating variable from the fuzzy relation.