MODEL-REFERENCE ADAPTIVE FUZZY CONTROL OF HIGH-ORDER SYSTEMS

Citation
Z. Kovacic et S. Bogdan, MODEL-REFERENCE ADAPTIVE FUZZY CONTROL OF HIGH-ORDER SYSTEMS, Engineering applications of artificial intelligence, 7(5), 1994, pp. 501-511
Citations number
31
Categorie Soggetti
Computer Application, Chemistry & Engineering","Computer Science Artificial Intelligence",Engineering
ISSN journal
09521976
Volume
7
Issue
5
Year of publication
1994
Pages
501 - 511
Database
ISI
SICI code
0952-1976(1994)7:5<501:MAFCOH>2.0.ZU;2-8
Abstract
The paper presents a model reference adaptive fuzzy control scheme whi ch is suitable for high-order systems of well-known structure. It cont ains a hybrid fuzzy controller composed of a nonintegral fuzzy and a p roportional-integral algorithm. The output of the hybrid fuzzy control ler is adjusted by a fuzzy tuning algorithm. The synthesis of the hybr id fuzzy controller and the fuzzy tuning algorithm has been described for the angular speed control problem of the linearized vector control led permanent magnet synchronous motor drive. The computer simulation results have proved the effectiveness of the proposed method showing s table system responses with low sensitivity to large parameter variati ons.