Title :
Adaptive scaling factors algorithm for the fuzzy logic controller
Author :
Victor, José ; Dourado, António
Author_Institution :
Escola Superior de Tecnologia e Gestao, Inst. Politecnico de Leiria, Portugal
Abstract :
An online method for adapting the scaling factors of the fuzzy logic controller is presented. Since tuning these controllers is often not an easy task and very time consuming, the solution is to design an adaptive fuzzy controller. The objective of the proposed algorithm is to adapt the scaling factors according to a performance measure in order to fine tune the controller and improve the performance of the control system. An application example is presented for the temperature control of a heated air stream, the process trainer PT326
Keywords :
adaptive control; fuzzy control; heating; temperature control; tuning; adaptive scaling factors; fine tuning; fuzzy logic controller; heated air stream; performance measure; temperature control; Adaptive control; Control systems; Error correction; Fuzzy control; Fuzzy logic; Inference mechanisms; MONOS devices; Programmable control; Robust control; Temperature control;
Conference_Titel :
Fuzzy Systems, 1997., Proceedings of the Sixth IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7803-3796-4
DOI :
10.1109/FUZZY.1997.622848
