Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1997.07b
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- Pages.675-678
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- 1997
Fuzzy Modeling and Design of Fuzzy Controller Using Fuzzy Clustering
퍼지 클러스터링을 이용한 퍼지 모델링과 퍼지 제어기의 설계
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Kwag, Keun-Chang
(Dept. of Electrical Engineering, Chungbuk National Univ.)
;
- Park, Sang-Min (Dept. of Electrical Engineering, Chungbuk National Univ.) ;
- Ryu, Jeong-Woong (Dept. of Electrical Engineering, Chungbuk National Univ.)
- Published : 1997.07.21
Abstract
In this paper, we present a fast and robust algorithm for the design of fuzzy controller and identifying fuzzy model from numerical data by combining the cluster estimation method with a linear least squares estimation procedure. The proposed method is compared with Adaptive Neuro-Fuzzy Inference System(ANFIS) as the standard example of neuro-fuzzy model. Finally we will show its usefulness and effectiveness for the design of fuzzy controller of a cart-pole system and fuzzy modeling for the coagulant dosing of a water purification system.
Keywords