Modelling a non-stationary single tube heat exchanger using multiple coupled local neural networks

International Communications in Heat and Mass Transfer

Volumn 32, Issue 7, 2005, Pages 913-922

  Lecoeuche, S ^a,b   Lalot, Sylvain ^c   Desmet, Bernard ^c  

^a ECOLE DES MINES DE DOUAI   (France)

^b UNIV LILLE   (France)

^c UNIVERSITÉ DE VALENCIENNES   (France)

Author keywords

Condenser; Heat exchanger; Modelisation; Neural networks; Prediction; Transient state

Indexed keywords

FLUIDS; HEAT EXCHANGERS; MATHEMATICAL MODELS;

NEURAL ARCHITECTURE; TUBE HEAT EXCHANGERS;

NEURAL NETWORKS;

HEAT EXCHANGER; NEURAL NETWORK; TUBE ARRAY;

EID: 20044367707     PISSN: 07351933     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.icheatmasstransfer.2004.08.029     Document Type: Article

References (21)

1. J. Padet Echangeurs Thermiques, Méthodes Globales de Calcul Avec 11 Problèmes Résolus 1994 Masson Paris
2. W.M. Rohsenow J.P. Hartnett E.J. Ganić Handbook of Heat Transfer - Applications Second edition 1985 McGraw-Hill 4/1
3. A.P. Fraas Heat Exchangers Design Second edition 1989 John Wiley & sons New York
4. A. Unal International Communications in Heat and Mass Transfer 30 2 2003
5. D. Azilinon P. Pierson J. Padet Revue Gánárale de Thermique 338 64 1990
6. M. Hadidi M. Guelal M. Lachi J. Padet International Communications in Heat and Mass Transfer 22 1 1995
7. M. Lachi N. El Wakil J. Padet International Journal of Heat and Mass Transfer 40 9 1997
8. C.N. Ranong W. Roetzel International Journal of Thermal Sciences 41 2002
9. X. Luo X. Guan M. Li W. Roetzel International Journal of Heat and Mass Transfer 46 2003
10. J. Yin M.K. Jensen International Journal of Heat and Mass Transfer 46 2003
11. S. Lalot S. Lecoeuche Transactions of the CSME 25 3&4 2001 277
12. S. Lalot S. Lecoeuche Journal of Mechanical Engineering 27 8 2001 411
13. S. Lalot S. Lecoeuche International Journal of Heat and Mass Transfer 46 2003
14. S.A. Kalogirou Applied Energy 67 2000 1
15. H. Bechtler M.W. Browne P.K. Bansal V. Kecman International Journal of Energy Research 25 2001
16. D.J. Pham S.J. Oh Artificial Intelligence in Engineering 13 3 1999
17. D. Euvrard Résolution Numérique Des Équations Aux Dérivées Partielles 2ème édition 1990 Masson Paris
18. B. Seffer, Master thesis, Université de Valenciennes et du Hainaut-Cambrésis (2003)
19. M. Nørgaard O. Ravn N.K. Poulsen L.K. Hansen Neural Networks for Modelling and Control of Dynamic Systems 2000 Springer-Verlag London
20. M. Norgaard, The NNSYSID toolbox for use with Matlab, http://www.iau.dtu.dk/research/control/nnsysid.html.
21. O. Nelles A. Fink R. Isermann 12th IFAC Symposium on System Identification (SYSID), Santa Barbara, USA 2000