Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 2011.07a
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- Pages.1113-1114
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- 2011
High Performance Speed Control of SynRM Drive using FNN and NNC
FNN과 NNC를 이용한 SynRM 드라이브의 고성능 속도제어
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Kim, Soon-Young
(Sunchon National University) ;
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Ko, Jae-Sub
(Sunchon National University) ;
- Kang, Seong-Jun (Sunchon National University) ;
- Jang, Mi-Geum (Korea Electronics Technology Institute) ;
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Mun, Ju-Hui
(Sunchon National University) ;
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Lee, Jin-Kook
(Sunchon National University) ;
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Chung, Dong-Hwa
(Sunchon National University)
- Published : 2011.07.20
Abstract
This paper is proposed design of high performance controller of SynRM drive using FNN and NNC. Also, This paper is proposed of designing fuzzy neural network controller(FNNC) which adopts the fuzzy logic to the artificial neural network(ANN). FNNC combines the capability of fuzzy reasoning in handling uncertain information and the capability of neural network in learning from processes. This controller is controlled speed using FNNC and model reference adaptive fuzzy control(MFC), and estimation of speed using ANN. The performance of proposed controller was demonstrated through response results. The results confirm that the proposed controller is high performance and robust under the variation of load torque and parameters.
Keywords