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Hybrid Fuzzy Controller for High Performance  

Cho, Joon-Ho (School of Electrical, Electronics and Information Engineering, Wonkwang University)
Hwang, Hyung-Soo (School of Electrical, Electronics and Information Engineering, Wonkwang University)
Publication Information
Journal of the Institute of Electronics Engineers of Korea CI / v.45, no.5, 2008 , pp. 48-55 More about this Journal
Abstract
In this paper, we propose a hybrid fuzzy controller for high performance. Hybrid fuzzy controller are combined Fuzzy and PID controller. In tuning the controller, the parameters of PID and the factors fuzzy controllers were obtained from the model identification and by using genetic algorithms, respectively. Simulation examples demonstrated a better performance of the proposed controller than conventional ones.
Keywords
IMC Controller; Model identification; Fuzzy Controller; Genetic;
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Times Cited By KSCI : 1  (Citation Analysis)
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1 K.J.Astrom, "Automatic tuning of PID regulators", Instrument Soc. Amer., 1998
2 Kevin M. Passino and Stephen yurhovich, " Fuzzy control" Addison Wesley Longman, Inc, 1998
3 W.K.Ho, C.C.Hang, W.Wojsznis, and Q.H.Tao, "Frequency domain approach to self-tuning PID control", Contr. Eng. Practice, vol, 4, no.6, pp.807-813, 1996   DOI   ScienceOn
4 M. Zhuang and D.P. Atherton, "Automatic tuning of optimum PID controllers", Proc. Inst. Elect. Eng., vol. 140, pt. D, no. 3, pp. 216-224, May 1993
5 J.Malers and Y.S.Sherif, " Application of fuzzy set theory" IEEE Trans. on System, Man and Cybernetics., Vol.Smc-15, No. 1, 1985
6 Sungkwun Oh, Teachon Ahn, Hyungsoo Hwang, Jongin Park and Kwangbang Woo, " Design of a Hybrid Fuzzy Controller with the Optimal Auto-tuning Method." Journal of Control, Automation and Systems Engineering, Vol.1, No. 1, September, 1995
7 K.J.Astrom and T.Hagglund, "Automatic tuning of simple regulators with specifications on phase and amplitude margins", Automatica, vol. 20, no. 5, pp. 645-651,1984   DOI   ScienceOn
8 Q.G.Wang, T.H.Lee, H.W.Fung, Q.Bi and Y. Zhang, "PID tuning for improved performance", IEEE Trans. Contro. Syst. Technol., vol. 7, no.4, pp. 457-465, July 1999   DOI   ScienceOn
9 Y.Shamash, "Model reduction using the Routh stability criterion and the Pade approximation technique", Int. J. Control, vol. 21, No. 3, pp. 475-484, 1975   DOI   ScienceOn
10 David E. Goldberg, "Genetic Algorithms in Search, Optimization, and Machine Learning", AAddison - Wesley Publishing Company, Inc, 1989
11 K.Y.Kong, S.C.Goh, C.Y.Ng, H.K.Loo, K.L.Ng, W.L. Cheong, and S.E.Ng, "Feasibility report on frequency domain adaptive controller", Dept. Elect. Eng., Nat. Univ. Singapore, Internal Rep., 1995
12 조준호, 황형수, "개선된 모델 축소 방법에 의한 범용적 제어기 설계," 대한전자공학회 논문지, 제 44권 SC편 5호, 2007년 9월, pp. 1-10   과학기술학회마을
13 Qing-Guo Wang, Chang-Chieh Hang, and Qiang Bi, "A Technique for Frequency Response Identification from Relay Feedback", IEEE Trans. Contro. Syst. Technol.,vol.7,no1, January 1999, pp.122-128   DOI   ScienceOn
14 W.K.Ho, O.P.Gan, E.B.Tay, and E.L.Ang, "Performance and gain and phase margins of well-known PID tuning formulas", IEEE Trans. Contr. Syst. Technol., vol. 4, pp. 473-477, 1996   DOI   ScienceOn