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Volumn 41, Issue 1, 2005, Pages 237-245

Neural optimal control of PEM fuel cells with parametric CMAC networks

Author keywords

Control systems; Fuel cells (FCs); Neural networks; Optimal control

Indexed keywords

ALGORITHMS; BACKPROPAGATION; CLOSED LOOP CONTROL SYSTEMS; COMPUTER SIMULATION; FUEL CELLS; FUZZY SETS; INFERENCE ENGINES; MATHEMATICAL MODELS; OPTIMAL CONTROL SYSTEMS;

EID: 13844255403     PISSN: 00939994     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIA.2004.836135     Document Type: Article
Times cited : (91)

References (26)
  • 1
    • 0001522805 scopus 로고    scopus 로고
    • "Fundamentals of a fast convergence parametric CMAC network"
    • Washington, DC
    • P. E. M. Almeida and M. G. Simões, "Fundamentals of a fast convergence parametric CMAC network," in Proc. IEEE-INNS IJCNN, vol. 3, Washington, DC. 2001, pp. 3015-3020.
    • (2001) Proc. IEEE-INNS IJCNN , vol.3 , pp. 3015-3020
    • Almeida, P.E.M.1    Simões, M.G.2
  • 2
    • 0016556021 scopus 로고
    • "A new approach to manipulator control: The cerebellar model articulation controller"
    • Sep
    • J. S. Albus, "A new approach to manipulator control: The cerebellar model articulation controller," Trans. ASME, J. Dyn. Syst. Meas. Control, pp. 220-227, Sep. 1975.
    • (1975) Trans. ASME, J. Dyn. Syst. Meas. Control , pp. 220-227
    • Albus, J.S.1
  • 3
    • 0016555419 scopus 로고
    • "Data storage in the cerebellar model articulation controller"
    • Sep.
    • J. S. Albus, "Data storage in the cerebellar model articulation controller," Trans. ASME, J. Dyn. Syst. Meas. Control, pp. 228-233, Sep. 1975.
    • (1975) Trans. ASME, J. Dyn. Syst. Meas. Control , pp. 228-233
    • Albus, J.S.1
  • 4
    • 0031146630 scopus 로고    scopus 로고
    • "Missile control using fuzzy CMAC neural networks"
    • May-Jun
    • Z. J. Geng and C. L. Mccullough, "Missile control using fuzzy CMAC neural networks," AIAA J. Guid., Control, Dyn., vol. 20, no. 3, pp. 557-565, May-Jun, 1997.
    • (1997) AIAA J. Guid., Control, Dyn. , vol.20 , Issue.3 , pp. 557-565
    • Geng, Z.J.1    McCullough, C.L.2
  • 5
    • 0023364624 scopus 로고
    • "Application of a general learning algorithm to the control of robotic manipulators"
    • W. T. Miller III, F. H. Glanz, and L. G. Kraft III, "Application of a general learning algorithm to the control of robotic manipulators," Int. J. Robot. Res., vol. 6, no. 2, pp. 84-98, 1987.
    • (1987) Int. J. Robot. Res. , vol.6 , Issue.2 , pp. 84-98
    • Miller III, W.T.1    Glanz, F.H.2    Kraft III, L.G.3
  • 6
    • 0011847023 scopus 로고
    • "Modified CMAC neural network architectures for nonlinear dynamic system modeling"
    • Proc., Amsterdam, The Netherlands
    • R. Dunay and G. Horváth, ♂odified CMAC neural network architectures for nonlinear dynamic system modeling," in Proc. Int. Conf. Artificial Neural Networks (ICANN'93), Amsterdam, The Netherlands, 1993, pp. 473-479.
    • (1993) Int. Conf. Artificial Neural Networks (ICANN'93) , pp. 473-479
    • Dunay, R.1    Horváth, G.2
  • 8
    • 45449126257 scopus 로고
    • "Structure identification of a fuzzy model"
    • M. Sugeno and G. T. Kang, "Structure identification of a fuzzy model," Fuzzy Sets Syst., vol. 28, no. 1, pp. 15-33, 1988.
    • (1988) Fuzzy Sets Syst. , vol.28 , Issue.1 , pp. 15-33
    • Sugeno, M.1    Kang, G.T.2
  • 9
    • 0021892282 scopus 로고
    • "Fuzzy identification of systems and its applications to modeling and control"
    • Jan./Feb
    • T. Takagi and M. Sugeno, "Fuzzy identification of systems and its applications to modeling and control," IEEE Trans. Syst., Man Cybern., vol. SMC-15, no. 1, pp. 116-132, Jan./Feb. 1985.
    • (1985) IEEE Trans. Syst., Man Cybern. , vol.SMC-15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 10
    • 0033204810 scopus 로고    scopus 로고
    • "Stability issues on Takagi-Sugeno fuzzy model-parametric approach"
    • Oct
    • J.-C. Lo and Y.-M Chen, "Stability issues on Takagi-Sugeno fuzzy model-parametric approach," IEEE Trans. Fuzzy Syst., vol. 7, no. 5, pp. 597-608, Oct. 1999.
    • (1999) IEEE Trans. Fuzzy Syst. , vol.7 , Issue.5 , pp. 597-608
    • Lo, J.-C.1    Chen, Y.M.2
  • 11
    • 0032204211 scopus 로고    scopus 로고
    • "General SISO Takagi-Sugeno fuzzy systems with linear rule consequent are universal approximators"
    • Nov
    • H. Ying, "General SISO Takagi-Sugeno fuzzy systems with linear rule consequent are universal approximators," IEEE Trans. Fuzzy Syst., vol. 6, no. 4, pp. 582-587, Nov. 1998.
    • (1998) IEEE Trans. Fuzzy Syst. , vol.6 , Issue.4 , pp. 582-587
    • Ying, H.1
  • 12
    • 0242305952 scopus 로고    scopus 로고
    • "Parametric CMAC networks: Fundamentals and application of a fast convergence neural structure"
    • Sep./Oct
    • P. E. M. Almeida and M. G. Simões, "Parametric CMAC networks: Fundamentals and application of a fast convergence neural structure," IEEE Trans. Ind. Appl., vol. 39, no. 5, pp. 1551-1557, Sep./Oct. 2003.
    • (2003) IEEE Trans. Ind. Appl. , vol.39 , Issue.5 , pp. 1551-1557
    • Almeida, P.E.M.1    Simões, M.G.2
  • 13
    • 0242452281 scopus 로고    scopus 로고
    • "Redes neurais CMAC paramétricas: Fundamentos e aplica̧tioes em processamento de sinais e controle de processos"
    • Ph.D. dissertation, Escola Politécnica. Univ. Sao Paulo. São Paulo, Brazil
    • P. E. M. Almeida, "Redes neurais CMAC paramétricas: Fundamentos e aplica̧tioes em processamento de sinais e controle de processos," Ph.D. dissertation, Escola Politécnica. Univ. Sao Paulo. São Paulo, Brazil, 2002.
    • (2002)
    • Almeida, P.E.M.1
  • 14
    • 0037862841 scopus 로고    scopus 로고
    • "A comprehensive review about industrial applicability of artificial neural networks"
    • Jun
    • M. R. G. Meireles, P. E. M. Almeida, and M. G. Simões, "A comprehensive review about industrial applicability of artificial neural networks," IEEE Trans. Ind. Electron., vol. 50, no. 3, pp. 585-601, Jun. 2003.
    • (2003) IEEE Trans. Ind. Electron. , vol.50 , Issue.3 , pp. 585-601
    • Meireles, M.R.G.1    Almeida, P.E.M.2    Simões, M.G.3
  • 15
    • 0031236002 scopus 로고    scopus 로고
    • "Adaptive critic designs"
    • Sep
    • D. Prokhorov and D. C. Wunsch, "Adaptive critic designs," IEEE Trans. Neural Netw., vol. 8, no. 5, pp. 997-1007, Sep. 1997.
    • (1997) IEEE Trans. Neural Netw. , vol.8 , Issue.5 , pp. 997-1007
    • Prokhorov, D.1    Wunsch, D.C.2
  • 16
    • 0035422287 scopus 로고    scopus 로고
    • "Neural dynamic optimization for control systems"
    • Aug
    • C.-Y. Seong and B. Widrow, "Neural dynamic optimization for control systems," IEEE Syst., Man, Cybern. B, Cybern., vol. 31, no. 4, pp. 482-513, Aug. 2001.
    • (2001) IEEE Syst., Man, Cybern. B, Cybern. , vol.31 , Issue.4 , pp. 482-513
    • Seong, C.-Y.1    Widrow, B.2
  • 17
    • 0002011091 scopus 로고
    • "A menu of designs for reinforcement learning over time"
    • W. T. Miller, R. S. Sutton, and P. J. Werbos, Eds. Cambridge, MA: MIT Press
    • P. J. Werbos, "A menu of designs for reinforcement learning over time," in Neural Networks for Control, W. T. Miller, R. S. Sutton, and P. J. Werbos, Eds. Cambridge, MA: MIT Press, 1990.
    • (1990) Neural Networks for Control
    • Werbos, P.J.1
  • 18
    • 0035695492 scopus 로고    scopus 로고
    • "An analysis of the dynamic performance of proton exchange membrane fuel cells using an electrochemical model"
    • Denver, CO
    • J. M. Corrêa, F. A. Farret, and L. N. Canha, "An analysis of the dynamic performance of proton exchange membrane fuel cells using an electrochemical model," in Proc. IEEE IECON'01, Denver, CO, 2001, pp. 141-146.
    • (2001) Proc. IEEE IECON'01 , pp. 141-146
    • Corrêa, J.M.1    Farret, F.A.2    Canha, L.N.3
  • 19
    • 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. l, pp. 4-27, Mar. 1990.
    • (1990) IEEE Trans. Neural Netw. , vol.1 , Issue.1 , pp. 4-27
    • Narendra, K.S.1    Parthasarathy, K.2
  • 21
    • 0034875928 scopus 로고    scopus 로고
    • "Adaptive vs. accommodative neural networks for adaptive system identification"
    • Washington, DC
    • J. T. Lo and D. Bassu, "Adaptive vs. accommodative neural networks for adaptive system identification," in Proc. IEEE-INNS Int. Joint Conf. Neural Networks, vol. 2, Washington, DC, 2001, pp. 1279-1284.
    • (2001) Proc. IEEE-INNS Int. Joint Conf. Neural Networks , vol.2 , pp. 1279-1284
    • Lo, J.T.1    Bassu, D.2
  • 22
    • 0036127245 scopus 로고    scopus 로고
    • "Adaptive multilayer perceptrons with long- and short-term memories"
    • Jan
    • J. T. Lo, "Adaptive multilayer perceptrons with long- and short-term memories," IEEE Trans. Neural Netw., vol. 13, no. 1, pp. 22-33, Jan. 2002.
    • (2002) IEEE Trans. Neural Netw. , vol.13 , Issue.1 , pp. 22-33
    • Lo, J.T.1    Bassu, D.2
  • 23
    • 0029360298 scopus 로고
    • "Modeling of proton exchange membrane fuel cell performance with an empirical equation"
    • J. Kim, "Modeling of proton exchange membrane fuel cell performance with an empirical equation," J. Electrochem. Soc., no. 142, pp. 2670-2674, 1995.
    • (1995) J. Electrochem. Soc. , Issue.142 , pp. 2670-2674
    • Kim, J.1
  • 24
    • 0033902461 scopus 로고    scopus 로고
    • "Development and application of a generalized steady-state electrochemical model for a PEM fuel cell"
    • R. F. Mann, "Development and application of a generalized steady-state electrochemical model for a PEM fuel cell," J. Power Sources, no. 86, pp. 173-180, 2000.
    • (2000) J. Power Sources , vol.86 , pp. 173-180
    • Mann, R.F.1
  • 25
    • 0141755232 scopus 로고    scopus 로고
    • "Simulation of fuel cell stacks using a computer-controlled power rectifier with the purposes of actual high power injection applications"
    • Jul./Aug
    • J. M. Corrêa, F. A. Farret, J. R. Gomes, and M. G. Simões, "Simulation of fuel cell stacks using a computer-controlled power rectifier with the purposes of actual high power injection applications," IEEE Trans. Ind. Appl., no. 4, pp. 1136-1142, Jul./ Aug. 2003.
    • (2003) IEEE Trans. Ind. Appl. , Issue.4 , pp. 1136-1142
    • Corrêa, J.M.1    Farret, F.A.2    Gomes, J.R.3    Simões, M.G.4
  • 26
    • 0242620777 scopus 로고    scopus 로고
    • "Subsídios teóricos e práticos para modelagem e simulação de pilhas de células de combustí vel"
    • Masters thesis, Dept. Elect. Eng., Federal Univ. Santa Maria. Santa Maria. Brazil
    • J. M. Corrêa, "Subsídios teóricos e prá ticos para modelagem e simulação de pilhas de células de combustível," Masters thesis, Dept. Elect. Eng., Federal Univ. Santa Maria. Santa Maria. Brazil. 2002.
    • (2002)
    • Corrêa, J.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.