Method of constructing and designing fuzzy controllers

Details Method of constructing and designing fuzzy controllers Method of constructing and designing fuzzy controllers

1996-10-07

1998-08-18

MacDonald, Allen R.

Data processing: artificial intelligence

Neural network

Structure

706 1, 706900, 706 52, 706 59, G06G 700, G06F 1700

Patent

active

057969191

ABSTRACT:
A method of constructing and designing a fuzzy controller is developed based on converting a finite dimensional linear controller to a fuzzy controller. After the fuzzy controller is created, it can be enhanced using heuristic knowledge. The fuzzy controller is constructed or designed using a microprocessor to calculate a defuzzified output based on singleton fuzzification, product inferencing and centroidal defuzzification. A fuzzy controller can be created much more quickly and accurately than with previous methods.

REFERENCES:
Galichet et al. "Fuzzy Controllers: Synthesis and Equivalences" IEEE Transactions on Fuzzy Systems vol. 3 No. 2, May 1995.
Hasan et al. "Design and Implementation of a Fuzzy Controller Based Automatic Voltage Regulator for a Synchronous Generator" IEEE Transactions on Energy Conversion vol. 9 No. 3, Sep. 1994.
Heckenthaler et al. "Computation of Basic Fuzzy Controllers by Approximation of Time-Optimal Controllers" Computer-Aided Control Systems Design, 1994 Symposium.

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