메뉴 건너뛰기




Volumn 27, Issue 6, 1997, Pages 750-757

Nonlinear modeling of complex large-scale plants using neural networks and stochastic approximation

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; COMPUTER SIMULATION; LARGE SCALE SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS; RANDOM PROCESSES;

EID: 0031274317     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/3468.634638     Document Type: Article
Times cited : (21)

References (17)
  • 2
    • 0027557151 scopus 로고
    • Grey-box modeling and identification using physical knowledge and bayesian techniques
    • H. J. A. F. Tulleken, "Grey-box modeling and identification using physical knowledge and bayesian techniques," Automatica, vol. 29, pp. 285-308, 1993.
    • (1993) Automatica , vol.29 , pp. 285-308
    • Tulleken, H.J.A.F.1
  • 4
    • 0028381852 scopus 로고
    • A case study of grey box identification
    • T. Bohlin, "A case study of grey box identification," Automatica, vol. 30, pp. 307-318, 1994.
    • (1994) Automatica , vol.30 , pp. 307-318
    • Bohlin, T.1
  • 5
    • 27544471696 scopus 로고
    • Derivation of a 'designer's guide' for interactive 'grey box' identification of nonlinear stochastic objects
    • T. Bohlin, "Derivation of a 'designer's guide' for interactive 'grey box' identification of nonlinear stochastic objects," Int. J. Control, vol. 59, pp. 1505-1524, 1994.
    • (1994) Int. J. Control , vol.59 , pp. 1505-1524
    • Bohlin, T.1
  • 8
    • 0025421966 scopus 로고
    • Fault diagnosis in dynamic system using analytical and knowledge-based redundancy, a survey and some new results
    • P. M. Frank, "Fault diagnosis in dynamic system using analytical and knowledge-based redundancy, a survey and some new results," Automatica, vol. 26, pp. 459-474, 1990.
    • (1990) Automatica , vol.26 , pp. 459-474
    • Frank, P.M.1
  • 9
    • 0001558952 scopus 로고
    • Fault diagnosis and neural networks: A power plant application
    • keynote paper
    • G. Guglielmi, T. Parisini, and G. Rossi, "Fault diagnosis and neural networks: A power plant application," keynote paper, IFAC Contr. Eng. Practice, vol. 3, pp. 601-620, 1995.
    • (1995) IFAC Contr. Eng. Practice , vol.3 , pp. 601-620
    • Guglielmi, G.1    Parisini, T.2    Rossi, G.3
  • 10
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • K. S. Narendra and K. Parthasarathy, "Identification and control of dynamical systems using neural networks," IEEE Trans. Neural Networks, vol. 1, pp. 4-26, 1990.
    • (1990) IEEE Trans. Neural Networks , vol.1 , pp. 4-26
    • Narendra, K.S.1    Parthasarathy, K.2
  • 11
    • 0029342651 scopus 로고
    • Nonlinear system identification using neural state space models, applicable to robust control design
    • J. A. K. Suykens, B. L. R. De Moor, and J. Vandewalle, "Nonlinear system identification using neural state space models, applicable to robust control design," Int. J. Control, vol. 62, pp. 129-152, 1995.
    • (1995) Int. J. Control , vol.62 , pp. 129-152
    • Suykens, J.A.K.1    De Moor, B.L.R.2    Vandewalle, J.3
  • 12
    • 84987224851 scopus 로고
    • Neural networks for nonlinear state estimation
    • T. Parisini and R. Zoppoli, "Neural networks for nonlinear state estimation," Int. J. Robust Nonlinear Control, vol. 4, pp. 231-248, 1994.
    • (1994) Int. J. Robust Nonlinear Control , vol.4 , pp. 231-248
    • Parisini, T.1    Zoppoli, R.2
  • 14
    • 0026839090 scopus 로고
    • Multivariate stochastic approximation using a simultaneous perturbation gradient approximation
    • J. C. Spall, "Multivariate stochastic approximation using a simultaneous perturbation gradient approximation," IEEE Trans. Automat. Contr., vol. 37, pp. 332-341, 1992.
    • (1992) IEEE Trans. Automat. Contr. , vol.37 , pp. 332-341
    • Spall, J.C.1
  • 15
    • 0027599793 scopus 로고
    • Universal approximation bounds for superpositions of a sigmoidal function
    • A. R. Barron, "Universal approximation bounds for superpositions of a sigmoidal function," IEEE Trans. Inform. Theory, vol. 39, pp. 930-945, 1993.
    • (1993) IEEE Trans. Inform. Theory , vol.39 , pp. 930-945
    • Barron, A.R.1
  • 16
    • 0002129667 scopus 로고
    • Nonlinear adaptive control using neural networks: Estimation with a smoothed form of simultaneous perturbation gradient approximation
    • J. C. Spall and J. A. Cristion, "Nonlinear adaptive control using neural networks: Estimation with a smoothed form of simultaneous perturbation gradient approximation," Statistica Sinica, vol. 4, pp. 1-27, 1994.
    • (1994) Statistica Sinica , vol.4 , pp. 1-27
    • Spall, J.C.1    Cristion, J.A.2
  • 17
    • 0031126656 scopus 로고    scopus 로고
    • Physically accurate nonlinear models for model-based fault detection: The case of a power plant
    • T. Parisini, "Physically accurate nonlinear models for model-based fault detection: The case of a power plant," IFAC J. Process Control, vol. 7, pp. 97-109, 1997.
    • (1997) IFAC J. Process Control , vol.7 , pp. 97-109
    • Parisini, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.