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Volumn 22, Issue 11, 2011, Pages 1783-1795

A nonlinear control method based on ANFIS and multiple models for a class of SISO nonlinear systems and its application

Author keywords

Adaptive network based fuzzy inference system; multiple models; nonlinear systems; pulverizing system; unstable zero dynamics

Indexed keywords

ADAPTIVE NETWORK BASED FUZZY INFERENCE SYSTEM; BOUNDEDNESS; CLOSED LOOP STABILITY; CONTROL STRATEGIES; CONVERGENCE RATES; DISCRETE-TIME NONLINEAR SYSTEMS; DYNAMIC PERFORMANCE; INPUT AND OUTPUTS; LINEAR CONTROLLERS; MULTIPLE MODELS; NEURAL NETWORK LEARNING; NON LINEAR CONTROL; NON-LINEAR CONTROL METHODS; NON-LINEAR CONTROLLERS; NUMERICAL EXAMPLE; ONE-TO-ONE MAPPINGS; PULVERIZING SYSTEM; ROBUST CONTROLLERS; SINTERING SYSTEM; SWITCHING MECHANISM; UNIVERSAL APPROXIMATION; UNMODELED DYNAMICS; UNSTABLE ZERO-DYNAMICS;

EID: 80455177005     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2011.2166561     Document Type: Article
Times cited : (47)

References (38)
  • 1
    • 0028499286 scopus 로고
    • Improving transient response of adaptive control systems using multiple models and switching
    • Sep
    • K. S. Narendra and J. Balakrishnan, "Improving transient response of adaptive control systems using multiple models and switching," IEEE Trans. Autom. Control, vol. 39, no. 9, pp. 1861-1866, Sep. 1994.
    • (1994) IEEE Trans. Autom. Control , vol.39 , Issue.9 , pp. 1861-1866
    • Narendra, K.S.1    Balakrishnan, J.2
  • 2
    • 0029325388 scopus 로고
    • Adaptation and learning using multiple models, switching, and tuning
    • Jun
    • K. S. Narendra, J. Balakrishnan, and M. K. Ciliz, "Adaptation and learning using multiple models, switching, and tuning," IEEE Control Syst., vol. 15, no. 3, pp. 37-51, Jun. 1995.
    • (1995) IEEE Control Syst. , vol.15 , Issue.3 , pp. 37-51
    • Narendra, K.S.1    Balakrishnan, J.2    Ciliz, M.K.3
  • 3
    • 0034262450 scopus 로고    scopus 로고
    • Adaptive control of discrete-time systems using multiple models
    • Sep
    • K. S. Narendra and C. Xiang, "Adaptive control of discrete-time systems using multiple models," IEEE Trans. Autom. Control, vol. 45, no. 9, pp. 1669-1686, Sep. 2000.
    • (2000) IEEE Trans. Autom. Control , vol.45 , Issue.9 , pp. 1669-1686
    • Narendra, K.S.1    Xiang, C.2
  • 4
    • 2342499993 scopus 로고    scopus 로고
    • Multiple models for adaptive control to improve the performance of minimum variance regulators
    • Mar
    • G. Ippoliti and S. Longhi, "Multiple models for adaptive control to improve the performance of minimum variance regulators," Proc. Inst. Electr. Eng. Control Theory Appl., vol. 151, no. 2, pp. 210-217, Mar. 2004.
    • (2004) Proc. Inst. Electr. Eng. Control Theory Appl. , vol.151 , Issue.2 , pp. 210-217
    • Ippoliti, G.1    Longhi, S.2
  • 5
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • Mar
    • K. S. Narendra and K. Parthasarathy, "Identification and control of dynamical systems using neural networks," IEEE Trans. Neural Netw., vol. 1, no. 1, pp. 4-27, Mar. 1990.
    • (1990) IEEE Trans. Neural Netw. , vol.1 , Issue.1 , pp. 4-27
    • Narendra, K.S.1    Parthasarathy, K.2
  • 6
    • 0029308580 scopus 로고
    • Adaptive control of a class of nonlinear discrete time systems using neural networks
    • May
    • F. C. Chen and H. K. Khalil, "Adaptive control of a class of nonlinear discrete time systems using neural networks," IEEE Trans. Autom. Control, vol. 40, no. 5, pp. 791-801, May 1995.
    • (1995) IEEE Trans. Autom. Control , vol.40 , Issue.5 , pp. 791-801
    • Chen, F.C.1    Khalil, H.K.2
  • 7
    • 0030167823 scopus 로고    scopus 로고
    • Direct adaptive neural network control of robots
    • Jun
    • S. S. Ge and C. C. Hang, "Direct adaptive neural network control of robots," Int. J. Syst. Sci., vol. 27, no. 6, pp. 553-542, Jun. 1996.
    • (1996) Int. J. Syst. Sci. , vol.27 , Issue.6 , pp. 553-542
    • Ge, S.S.1    Hang, C.C.2
  • 9
    • 0742307300 scopus 로고    scopus 로고
    • An online GA-based output-feedback direct adaptive fuzzy-neural controller for uncertain nonlinear systems
    • Feb
    • W. Wang, C. Cheng, and Y. Leu, "An online GA-based output-feedback direct adaptive fuzzy-neural controller for uncertain nonlinear systems," IEEE Trans. Syst., Man, Cybern. Part B: Cybern., vol. 34, no. 1, pp. 334-345, Feb. 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. Part B: Cybern. , vol.34 , Issue.1 , pp. 334-345
    • Wang, W.1    Cheng, C.2    Leu, Y.3
  • 10
    • 9244255316 scopus 로고    scopus 로고
    • Robust redesign of a neural network controller in the presence of unmodeled dynamics
    • Nov
    • G. A. Rovithakis, "Robust redesign of a neural network controller in the presence of unmodeled dynamics," IEEE Trans. Neural Netw., vol. 15, no. 6, pp. 1482-1490, Nov. 2004.
    • (2004) IEEE Trans. Neural Netw. , vol.15 , Issue.6 , pp. 1482-1490
    • Rovithakis, G.A.1
  • 11
    • 2542528501 scopus 로고    scopus 로고
    • Identification and control of a nonlinear discrete-time system based on its linearization: A unified framework
    • May
    • L. J. Chen and K. S. Narendra, "Identification and control of a nonlinear discrete-time system based on its linearization: A unified framework," IEEE Trans. Neural Netw., vol. 15, no. 3, pp. 663-673, May 2004.
    • (2004) IEEE Trans. Neural Netw. , vol.15 , Issue.3 , pp. 663-673
    • Chen, L.J.1    Narendra, K.S.2
  • 12
    • 34547101961 scopus 로고    scopus 로고
    • Self-organizing adaptive fuzzy neural control for a class of nonlinear systems
    • Jul
    • C. F. Hsu, "Self-organizing adaptive fuzzy neural control for a class of nonlinear systems," IEEE Trans. Neural Netw., vol. 18, no. 4, pp. 1232-1241, Jul. 2007.
    • (2007) IEEE Trans. Neural Netw. , vol.18 , Issue.4 , pp. 1232-1241
    • Hsu, C.F.1
  • 13
    • 39549093167 scopus 로고    scopus 로고
    • Adaptive fuzzy-neural-network control for maglev transportation system
    • Jan
    • R. J. Wai and J. D. Lee, "Adaptive fuzzy-neural-network control for maglev transportation system," IEEE Trans. Neural Netw., vol. 19, no. 1, pp. 54-70, Jan. 2008.
    • (2008) IEEE Trans. Neural Netw. , vol.19 , Issue.1 , pp. 54-70
    • Wai, R.J.1    Lee, J.D.2
  • 14
    • 63049087273 scopus 로고    scopus 로고
    • Adaptive statistic tracking control based on two-step neural networks with time delays
    • Mar
    • Y. Li, L. Guo, and H. Wang, "Adaptive statistic tracking control based on two-step neural networks with time delays," IEEE Trans. Neural Netw., vol. 20, no. 3, pp. 420-430, Mar. 2009.
    • (2009) IEEE Trans. Neural Netw. , vol.20 , Issue.3 , pp. 420-430
    • Li, Y.1    Guo, L.2    Wang, H.3
  • 15
    • 77951892250 scopus 로고    scopus 로고
    • Robust adaptive neural network control for a class of uncertain MIMO nonlinear systems with input nonlinearities
    • May
    • M. Chen, S. S. Ge, and B. How, "Robust adaptive neural network control for a class of uncertain MIMO nonlinear systems with input nonlinearities," IEEE Trans. Neural Netw., vol. 21, no. 5, pp. 796-812, May 2010.
    • (2010) IEEE Trans. Neural Netw. , vol.21 , Issue.5 , pp. 796-812
    • Chen, M.1    Ge, S.S.2    How, B.3
  • 16
    • 79960126770 scopus 로고    scopus 로고
    • Adaptive neural network decentralized backstepping output-feedback control for nonlinear largescale systems with time delays
    • Jul
    • S. C. Tong, Y. M. Li, and H. G. Zhang, "Adaptive neural network decentralized backstepping output-feedback control for nonlinear largescale systems with time delays," IEEE Trans. Neural Netw., vol. 22, no. 7, pp. 1073-1086, Jul. 2011.
    • (2011) IEEE Trans. Neural Netw. , vol.22 , Issue.7 , pp. 1073-1086
    • Tong, S.C.1    Li, Y.M.2    Zhang, H.G.3
  • 17
    • 79960150696 scopus 로고    scopus 로고
    • Adaptive neural output feedback tracking control for a class of uncertain discrete-time nonlinear systems
    • Jul
    • Y. J. Liu, C. L. P. Chen, G. X. Wen, and S. C. Tong, "Adaptive neural output feedback tracking control for a class of uncertain discrete-time nonlinear systems," IEEE Trans. Neural Netw., vol. 22, no. 7, pp. 1162-1168, Jul. 2011.
    • (2011) IEEE Trans. Neural Netw. , vol.22 , Issue.7 , pp. 1162-1168
    • Liu, Y.J.1    Chen, C.L.P.2    Wen, G.X.3    Tong, S.C.4
  • 18
    • 0035427433 scopus 로고    scopus 로고
    • Nonlinear adaptive control using neural networks and multiple models
    • L. J. Chen and K. S. Narendra, "Nonlinear adaptive control using neural networks and multiple models," Automatica, vol. 37, no. 8, pp. 1245-1255, 2001.
    • (2001) Automatica , vol.37 , Issue.8 , pp. 1245-1255
    • Chen, L.J.1    Narendra, K.S.2
  • 19
    • 33947245970 scopus 로고    scopus 로고
    • Direct adaptive control for a class of nonlinear nonminimum phase systems
    • Y. Fu and T. Y. Chai, "Direct adaptive control for a class of nonlinear nonminimum phase systems," Control Theory Appl., vol. 23, no. 6, pp. 886-890, 2006.
    • (2006) Control Theory Appl. , vol.23 , Issue.6 , pp. 886-890
    • Fu, Y.1    Chai, T.Y.2
  • 20
    • 77950793574 scopus 로고    scopus 로고
    • Nonlinear adaptive control method based on ANFIS and multiple models
    • Shanghai, China, Dec
    • Y. J. Zhang, T. Y. Chai, Y. Fu, and H. Niu, "Nonlinear adaptive control method based on ANFIS and multiple models," in Proc. 48th IEEE Conf. Decis. Control, Shanghai, China, Dec. 2009, pp. 1387-1392.
    • (2009) Proc. 48th IEEE Conf. Decis. Control , pp. 1387-1392
    • Zhang, Y.J.1    Chai, T.Y.2    Fu, Y.3    Niu, H.4
  • 21
    • 34250310450 scopus 로고    scopus 로고
    • Neural networks and multiple models based nonlinear adaptive generalized predictive control
    • J. Y. Shi and T. Y. Chai, "Neural networks and multiple models based nonlinear adaptive generalized predictive control," Acta Autom. Sin., vol. 33, no. 5, pp. 540-545, 2007.
    • (2007) Acta Autom. Sin. , vol.33 , Issue.5 , pp. 540-545
    • Shi, J.Y.1    Chai, T.Y.2
  • 22
    • 1642444088 scopus 로고    scopus 로고
    • Adaptive switching supervisory control of nonlinear systems with no prior knowledge of noise bounds
    • Mar
    • D. Angeli and E. Mosca, "Adaptive switching supervisory control of nonlinear systems with no prior knowledge of noise bounds," Automatica, vol. 40, no. 3, pp. 449-457, Mar. 2004.
    • (2004) Automatica , vol.40 , Issue.3 , pp. 449-457
    • Angeli, D.1    Mosca, E.2
  • 23
    • 34247495454 scopus 로고    scopus 로고
    • Nonlinear multivariable adaptive control using multiple models and neural networks
    • Jun
    • Y. Fu and T. Y. Chai, "Nonlinear multivariable adaptive control using multiple models and neural networks," Automatica, vol. 43, no. 6, pp. 1101-1110, Jun. 2007.
    • (2007) Automatica , vol.43 , Issue.6 , pp. 1101-1110
    • Fu, Y.1    Chai, T.Y.2
  • 24
    • 47749148753 scopus 로고    scopus 로고
    • Robust adaptive output-feedback control for nonlinear systems with output unmodeled dynamics
    • Jul
    • Z. J. Wu, X. J. Xie, and P. Shi, "Robust adaptive output-feedback control for nonlinear systems with output unmodeled dynamics," Int. J. Robust Nonlin. Control, vol. 18, no. 11, pp. 1162-1187, Jul. 2008.
    • (2008) Int. J. Robust Nonlin. Control , vol.18 , Issue.11 , pp. 1162-1187
    • Wu, Z.J.1    Xie, X.J.2    Shi, P.3
  • 25
    • 70350047138 scopus 로고    scopus 로고
    • A combined backstepping and small-gain approach to robust adaptive fuzzy output feedback control
    • Oct
    • S. C. Tong, X. L. He, and H. G. Zhang, "A combined backstepping and small-gain approach to robust adaptive fuzzy output feedback control," IEEE Trans. Fuzzy Syst., vol. 17, no. 5, pp. 1059-1069, Oct. 2009.
    • (2009) IEEE Trans. Fuzzy Syst. , vol.17 , Issue.5 , pp. 1059-1069
    • Tong, S.C.1    He, X.L.2    Zhang, H.G.3
  • 27
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-network-based fuzzy inference system
    • May-Jun
    • J. S. R. Jang, "ANFIS: Adaptive-network-based fuzzy inference system," IEEE Trans. Syst., Man, Cybern., vol. 23, no. 3, pp. 665-685, May-Jun. 1993.
    • (1993) IEEE Trans. Syst., Man, Cybern. , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.S.R.1
  • 28
    • 0030084677 scopus 로고    scopus 로고
    • One to one mapping and its application to neural network based control system design
    • H. Wang, A. P. Wang, M. Brown, and C. J. Harris, "One to one mapping and its application to neural network based control system design," Int. J. Syst. Sci., vol. 27, no. 2, pp. 161-170, 1996.
    • (1996) Int. J. Syst. Sci. , vol.27 , Issue.2 , pp. 161-170
    • Wang, H.1    Wang, A.P.2    Brown, M.3    Harris, C.J.4
  • 31
    • 0024991997 scopus 로고
    • Networks and the best approximation property
    • F. Girosi and T. Poggio, "Networks and the best approximation property," Biol. Cybern., vol. 63, no. 3, pp. 169-176, 1990.
    • (1990) Biol. Cybern. , vol.63 , Issue.3 , pp. 169-176
    • Girosi, F.1    Poggio, T.2
  • 32
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its application to modeling and control
    • Feb
    • K. Takagi and M. Sugeno, "Fuzzy identification of systems and its application to modeling and control," IEEE Trans. Syst., Man, Cybern., vol. 15, no. 1, pp. 116-132, Feb. 1985.
    • (1985) IEEE Trans. Syst., Man, Cybern. , vol.15 , Issue.1 , pp. 116-132
    • Takagi, K.1    Sugeno, M.2
  • 33
    • 0035303251 scopus 로고    scopus 로고
    • Modeling, identification, and control of a class of nonlinear systems
    • Apr
    • H. G. Zhang and Y. B. Quan, "Modeling, identification, and control of a class of nonlinear systems," IEEE Trans Fuzzy Syst., vol. 9, no. 2, pp. 349-354, Apr. 2001.
    • (2001) IEEE Trans Fuzzy Syst. , vol.9 , Issue.2 , pp. 349-354
    • Zhang, H.G.1    Quan, Y.B.2
  • 34
    • 0033311181 scopus 로고    scopus 로고
    • Basic problems in stability and design of switched systems
    • Oct
    • D. Liberzon and A. S. Morse, "Basic problems in stability and design of switched systems," IEEE Control Syst. Mag., vol. 19, no. 5, pp. 59-70, Oct. 1999.
    • (1999) IEEE Control Syst. Mag. , vol.19 , Issue.5 , pp. 59-70
    • Liberzon, D.1    Morse, A.S.2
  • 36
    • 77950856687 scopus 로고    scopus 로고
    • An intelligent mill load switching control of pulverizing system for an alumina sintering process
    • Shanghai, China, Dec
    • L. Y. Zhang, T. Y. Chai, and H. Wang, "An intelligent mill load switching control of pulverizing system for an alumina sintering process," in Proc. 48th IEEE Conf. Decis. Control, Shanghai, China, Dec. 2009, pp. 4252-4257.
    • (2009) Proc. 48th IEEE Conf. Decis. Control , pp. 4252-4257
    • Zhang, L.Y.1    Chai, T.Y.2    Wang, H.3
  • 37
    • 0022011031 scopus 로고
    • Input-output parametric models for non-linear systems part I: Deterministic non-linear systems
    • I. J. Leontaritis and S. A. Billings, "Input-output parametric models for non-linear systems part I: Deterministic non-linear systems," Int. J. Control, vol. 41, no. 2, pp. 303-328, 1985.
    • (1985) Int. J. Control , vol.41 , Issue.2 , pp. 303-328
    • Leontaritis, I.J.1    Billings, S.A.2
  • 38
    • 78649724752 scopus 로고    scopus 로고
    • An adaptive generalized predictive control method for nonlinear systems based on ANFIS and multiple models
    • Dec
    • Y. J. Zhang, T. Y. Chai, H. Wang, J. Fu, L. Y. Zhang, and Y. G. Wang, "An adaptive generalized predictive control method for nonlinear systems based on ANFIS and multiple models," IEEE Trans. Fuzzy Syst., vol. 18, no. 6, pp. 1070-1082, Dec. 2010.
    • (2010) IEEE Trans. Fuzzy Syst. , vol.18 , Issue.6 , pp. 1070-1082
    • Zhang, Y.J.1    Chai, T.Y.2    Wang, H.3    Fu, J.4    Zhang, L.Y.5    Wang, Y.G.6


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