ISSN 0021-3454 (print version)
ISSN 2500-0381 (online version)
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3
Issue
vol 60 / MARCH, 2017
Article
UDC 681.518

NEURO-FUZZY VOLTAGE CONTROLLER FOR THE OBJECT OF MANAGEMENT

Y. N. Khizhnyakov
Perm State Technical University, Department of Automatics and Telemechancs;


A. A. Yuzhakov
Perm State Technical University, Department of Automatics and Telemechancs ; Professor


Abstract. Neuro-fuzzy voltage controller for the object of management (brushless synchronous generator with damping coil) is described. The controller combines advantages of fuzzy controller and neural network on adaptive neurons. Description of three-level neural network of adaptive voltage controller defuzzifier is included.
Keywords: brushless synchronous generator with damping coil, linguistic variable, term, grade of membership, fuzzification, adaptive neuron, activation function, offset