MODIFIED TUNING OF A FUZZY-LOGIC CONTROLLER

Authors
Citation
Jx. Xu et al., MODIFIED TUNING OF A FUZZY-LOGIC CONTROLLER, Engineering applications of artificial intelligence, 9(1), 1996, pp. 65-74
Citations number
11
Categorie Soggetti
Computer Application, Chemistry & Engineering","Computer Science Artificial Intelligence",Engineering
ISSN journal
09521976
Volume
9
Issue
1
Year of publication
1996
Pages
65 - 74
Database
ISI
SICI code
0952-1976(1996)9:1<65:MTOAFC>2.0.ZU;2-W
Abstract
In this paper, a modified tuning method of the simplest form of fuzzy PI controller is proposed and incorporated in a tuning formula based o n the gain and phase margins, so as to achieve an appreciable improvem ent in the performance of the auto-tuner. In the modification, the sca ling factors of the fuzzy PI controller are made to vary with respect to the plant's normalized dead-time and system state error, such that the system converges faster with smaller settling time. Phase-plane-ba sed analyses are carried out to show that the modified toning actually makes the FLC able to adapt the control environment. Numerical simula tions and experiments are presented to show the validity of the propos ed tuning methods.