대한전기학회:학술대회논문집 (Proceedings of the KIEE Conference)
- 대한전기학회 1995년도 하계학술대회 논문집 A
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- Pages.251-254
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- 1995
퍼지-뉴럴 제어기를 이용한 유도전동기 속도제어
A Study on Induction Motor Speed Control Using Fuzzy-Neural Network
- Kim, Sei-Chan (Dept. of Electrical Engineering, Sung kyun kwan University) ;
- Kim, Hak-Sung (Dept. of Electrical Engineering, Sung kyun kwan University) ;
- Ryoo, Hong-Je (Dept. of Electrical Engineering, Sung kyun kwan University) ;
- Won, Chung-Yuen (Dept. of Electrical Engineering, Sung kyun kwan University)
- 발행 : 1995.07.20
초록
The Fuzzy-Neural Controller is constructed to resolve some dificulties taking place in decision of membership functions, input and output gains and an inferenced method for desinging fuzzy logic controller. In addition Neural network emulator is used to emulate induction motor forward dynamics and to get error signal at fuzzy-neural controller output layer. Error signal is backpropagated through neural network emulator. A back propagation algorithm is used to train fuzzy-neural controller and emulator. The experimental results show that this control system can provide good dynamical responses.
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