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Volumn 44, Issue 9, 2001, Pages 1671-1679

Dynamic prediction and control of heat exchangers using artificial neural networks

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; CONTROL SYSTEM ANALYSIS; CONTROL SYSTEM SYNTHESIS; HEAT EXCHANGERS; MATHEMATICAL MODELS; NEURAL NETWORKS; PREDICTIVE CONTROL SYSTEMS; THREE TERM CONTROL SYSTEMS;

EID: 0035916802     PISSN: 00179310     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0017-9310(00)00228-3     Document Type: Article
Times cited : (150)

References (26)
  • 1
    • 0001998958 scopus 로고    scopus 로고
    • Applications of artificial neural networks and genetic algorithms in thermal engineering
    • F. Kreith (Ed.), Section 4.24
    • M. Sen, K.T. Yang, Applications of artificial neural networks and genetic algorithms in thermal engineering, in: F. Kreith (Ed.), CRC Handbook of Thermal Engineering, 2000, pp. 620-661 (Section 4.24).
    • (2000) CRC Handbook of Thermal Engineering , pp. 620-661
    • Sen, M.1    Yang, K.T.2
  • 2
    • 0026816814 scopus 로고
    • Step response of the crossflow heat exchanger with finite wall capacitance
    • M. Spiga, G. Spiga, Step response of the crossflow heat exchanger with finite wall capacitance, Int. J. Heat Mass Transfer 35 (2) (1992) 559-565.
    • (1992) Int. J. Heat Mass Transfer , vol.35 , Issue.2 , pp. 559-565
    • Spiga, M.1    Spiga, G.2
  • 3
    • 0024673766 scopus 로고
    • The transient response of finned crossflow heat exchangers
    • S. Kabelac, The transient response of finned crossflow heat exchangers, Int. J. Heat Mass Transfer 32 (6) (1989) 1183-1189.
    • (1989) Int. J. Heat Mass Transfer , vol.32 , Issue.6 , pp. 1183-1189
    • Kabelac, S.1
  • 5
    • 84985592904 scopus 로고
    • Dynamics of heat exchangers and their models
    • H. Thal-Larsen, Dynamics of heat exchangers and their models, ASME J. Basic Eng. (1960) 489-504.
    • (1960) ASME J. Basic Eng. , pp. 489-504
    • Thal-Larsen, H.1
  • 6
    • 0000868314 scopus 로고
    • Dynamic characteristics of water-to-air crossflow heat exchangers
    • J.R. Gartner, H.L. Harrison, Dynamic characteristics of water-to-air crossflow heat exchangers, Trans. ASHRAE 71 (1965) 212-223.
    • (1965) Trans. ASHRAE , vol.71 , pp. 212-223
    • Gartner, J.R.1    Harrison, H.L.2
  • 7
    • 0017942166 scopus 로고
    • Analysis of the dynamic characteristics of cross-flow heat exchangers with both fluids unmixed
    • H. Yamashita, R. Izumi, S. Yamaguchi, Analysis of the dynamic characteristics of cross-flow heat exchangers with both fluids unmixed, Bull. JSME 21 (153) (1978) 479-485.
    • (1978) Bull. JSME , vol.21 , Issue.153 , pp. 479-485
    • Yamashita, H.1    Izumi, R.2    Yamaguchi, S.3
  • 9
    • 0033165384 scopus 로고    scopus 로고
    • Simulation of heat exchanger performance by artificial neural networks
    • G. Díaz, M. Sen, K.T. Yang, R.L. McClain, Simulation of heat exchanger performance by artificial neural networks, Int. J. HVAC and R Res. 5 (3) (1999) 195-208.
    • (1999) Int. J. HVAC and R Res. , vol.5 , Issue.3 , pp. 195-208
    • Díaz, G.1    Sen, M.2    Yang, K.T.3    McClain, R.L.4
  • 10
    • 0030826840 scopus 로고    scopus 로고
    • Nonlinear identification and control of a heat exchanger: A neural network approach
    • S. Bittanti, L. Piroddi, Nonlinear identification and control of a heat exchanger: a neural network approach, J. Franklin Inst. 334B (1) (1997) 135-153.
    • (1997) J. Franklin Inst. , vol.334 B , Issue.1 , pp. 135-153
    • Bittanti, S.1    Piroddi, L.2
  • 13
    • 0032037522 scopus 로고    scopus 로고
    • Implementation of a neural network tracking controller for a single flexible link: Comparison with PD and PID controllers
    • L.B. Gutiérrez, F.L. Lewis, J.A. Lowe, Implementation of a neural network tracking controller for a single flexible link: comparison with PD and PID controllers, IEEE Trans. Ind. Electron. 45 (2) (1998) 307-318.
    • (1998) IEEE Trans. Ind. Electron. , vol.45 , Issue.2 , pp. 307-318
    • Gutiérrez, L.B.1    Lewis, F.L.2    Lowe, J.A.3
  • 14
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • K.S. Narendra, K. Parthasarathy, Identification and control of dynamical systems using neural networks, IEEE Trans. Neural Networks 1 (1) (1990) 4-27.
    • (1990) IEEE Trans. Neural Networks , vol.1 , Issue.1 , pp. 4-27
    • Narendra, K.S.1    Parthasarathy, K.2
  • 15
    • 0031377775 scopus 로고    scopus 로고
    • Neural network-based feedforward control of two-stage heat exchange process
    • A. Blazina, N. Bolf, Neural network-based feedforward control of two-stage heat exchange process, Proc. IEEE Int. Conf. Syst. Man, Cybern, 1 (1997) 25-29.
    • (1997) Proc. IEEE Int. Conf. Syst. Man, Cybern , vol.1 , pp. 25-29
    • Blazina, A.1    Bolf, N.2
  • 16
    • 0032306947 scopus 로고    scopus 로고
    • Experimental results of a predictive neural network HVAC controller
    • E. Jeanette, K. Assawamartbunlue, P. Curtiss, J.F. Kreider, Experimental results of a predictive neural network HVAC controller, ASHRAE Trans. 104 (2) (1998) 192-197.
    • (1998) ASHRAE Trans. , vol.104 , Issue.2 , pp. 192-197
    • Jeanette, E.1    Assawamartbunlue, K.2    Curtiss, P.3    Kreider, J.F.4
  • 17
    • 0026219567 scopus 로고
    • Neural networks for nonlinear model control
    • K.J. Hunt, D. Sbarbaro, Neural networks for nonlinear model control, IEE Proceedings-D 138 (5) (1991) 431-438.
    • (1991) IEE Proceedings-D , vol.138 , Issue.5 , pp. 431-438
    • Hunt, K.J.1    Sbarbaro, D.2
  • 18
    • 0027007477 scopus 로고
    • Nonlinear internal model control strategy for neural network models
    • E.P. Nahas, M.A. Henson, D.E. Seborg, Nonlinear internal model control strategy for neural network models, Comput. Chem. Eng. 16 (12) (1992) 1039-1057.
    • (1992) Comput. Chem. Eng. , vol.16 , Issue.12 , pp. 1039-1057
    • Nahas, E.P.1    Henson, M.A.2    Seborg, D.E.3
  • 21
    • 0025010309 scopus 로고
    • Use of neural nets for dynamical modeling and control of chemical process
    • N. Bath, T.J. Macavoy, Use of neural nets for dynamical modeling and control of chemical process, Comput. Chem. Eng. 14 (1990) 573-583.
    • (1990) Comput. Chem. Eng. , vol.14 , pp. 573-583
    • Bath, N.1    Macavoy, T.J.2
  • 22
    • 0003582428 scopus 로고
    • M.S. Thesis, Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN
    • X. Zhao, Performance of a single-row heat exchanger at low in-tube rates, M.S. Thesis, Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN, 1995.
    • (1995) Performance of a Single-row Heat Exchanger at low In-tube Rates
    • Zhao, X.1
  • 24
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • K. Hornik, Multilayer feedforward networks are universal approximators, Neural Networks 2 (1989) 359-366.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.