A Gain Adaptive Fuzzy Logic Controller

Authors:
Rajani K. Mudi;Kalyan Majumdar;Chanchal Dey
Affiliations:
-;-;-
Venue:
AFSS '02 Proceedings of the 2002 AFSS International Conference on Fuzzy Systems. Calcutta: Advances in Soft Computing
Year:
2002

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Abstract

We propose a PI-type gain adaptive fuzzy logic controller (GAFLC). Input scaling factors (SFs) of the GA-FLC for error (e) and change of error (驴e) are updated on-line, by a single non-linear parameter computed through a unipolar sigmoid function defined on the current process states (e and 驴e). The performance of the proposed GA-FLC for step set-point change and load disturbance is compared with those of a conventional PI-type FLC (FPIC) and a Ziegler-Nichols tuned (ZN-tuned) non-fuzzy PI-controller (NFPIC). Results for various higher order processes show that GA-FLC provides much improved performance over both FPIC and ZN-tuned NFPIC.