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ANN Sensorless Control of Induction Motor with AFLC Controller  

Choi, Jung-Sik (순천대 전기공학과)
Ko, Jae-Sub (순천대 전기공학과)
Chung, Dong-Hwa (순천대 전기전자정보통신공학부)
Publication Information
The Transactions of the Korean Institute of Power Electronics / v.11, no.3, 2006 , pp. 224-232 More about this Journal
Abstract
The paper proposes the artificial neural network(ANN) sensorless control of induction motor drive with adaptive fuzzy logic controller(AFLC). Also, this paper proposes the speed control of induction motor using AFC and estimation of speed using ANN controller. The back propagation neural network technique is used to provide a real time adaptive estimation of the motor speed. The error between the desired state variable and the actual one is back-propagated to adjust the rotor speed, so that the actual state variable will coincide with the desired one. The proposed control algorithm is applied to induction motor drive system controlled AFLC and him controller. And this paper is proposed the results to verify the effectiveness of the AFLC and ANN controller.
Keywords
Induction Motor Drive; AFLC; ANN; BPA; Speed Estimation;
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  • Reference
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