Title :
Non-translation-invariant defuzzification
Author_Institution :
Fac. of Electr. Eng., Dortmund Univ., Germany
Abstract :
Conventional fuzzy controllers are employed for the purpose of designing nonlinear key field controllers. Fuzzy control methods utilise existing qualitative know-how or experience to find favourable key field controllers. However, some empirical knowledge cannot be processed adequately employing known fuzzy controllers. This paper focuses on the introduction of a new class of defuzzification methods differing from conventional methods in being nontranslation-invariant. Reasons are put forth to justify why this method is advantageous in certain applications. A simple version of these new defuzzification rules is presented in the form of the torque method
Keywords :
control system synthesis; fuzzy control; nonlinear control systems; fuzzy control; nonlinear key field controller design; nontranslation-invariant defuzzification; torque method; Centralized control; Control systems; Fuzzy control; Input variables; Telephony; Temperature control; Torque; Valves; Water heating; Wind;
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.1997.622802