Correlations of fin-tube heat exchanger performance data using genetic algorithms, simulated annealing and interval methods

American Society of Mechanical Engineers, Heat Transfer Division, (Publication) HTD

Volumn 369, Issue 5, 2001, Pages 143-151

  Pacheco Vega, Arturo ^a   Sen, Mihir ^a   Yang, K T ^a   McClain, Rodney L ^a  

^a UNIVERSITY OF NOTRE DAME   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INTERVAL METHODS (IM); PHASE STABILITY;

AIR CONDITIONING; COMPUTATIONAL FLUID DYNAMICS; COMPUTER SIMULATION; CORRELATION METHODS; GENETIC ALGORITHMS; HEAT TRANSFER; MASS TRANSFER; REGRESSION ANALYSIS; SIMULATED ANNEALING; SPECIFIC HEAT; TUBES (COMPONENTS);

FINS (HEAT EXCHANGE);

EID: 0348144929     PISSN: 02725673     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (32)

1. Bastani, A., Fiebig, M. and Mitra, N.K., 1992, "Numerical Studies of a Compact Fin-Tube Heat Exchanger," in: Design and Operation of Heat Exchangers, Roetzel, W., Heggs, P.J., Butterworth, D., (Eds.), Springer-Verlag, Berlin, pp. 154-163.
2. Jang, J-Y., Lai, J-T., and Liu, L-C., 1998, "The Thermal-Hydraulic Characteristics of Staggered Circular Fin-Tube Heat Exchangers Under Dry and Dehumidifying Conditions," International Journal of Heat and Mass Transfer, Vol. 41 (21), pp. 3221-3337.
3. Gray, D.L. and Webb R.L., 1986, "Heat transfer and friction correlations for plate finned-tube heat exchangers having plain fins," in: Proceedings of the Eighth International Heat Transfer Conference, Vol. 6, pp. 2745-2750.
4. McQuiston, F.C., 1978, "Correlation of Heat, Mass and Momentum Transport Coefficients for Plate-Fin-Tube Heat Transfer Surfaces with Staggered Tubes," in: ASHRAE Transactions, Vol. 84, part 1, pp. 294-309.
5. Pacheco-Vega, A., Sen M., Yang, K.T. and McClain, R.L., 1998, "Genetic-Algorithm-Based Predictions of Fin-Tube Heat Exchanger Performance," in: Proceedings of the Eleventh International Heat Transfer Conference, Vol. 6, pp. 137-142.
6. Pacheco-Vega, A., Diaz, G., Sen, M., Yang, K.T., and McClain, R.L., 2001, "Heat Rate Predictions in Humid Air-Water Heat Exchangers Using Correlations and Neural Networks," ASME Journal Heat of Transfer, Vol. 123, No. 2, pp. 348-354.
7. Vanderplaats, G.N., 1984, Numerical Optimization Techniques for Engineering Design: With Applications, McGraw-Hill, Mineola, NY.
8. Castrogiovanni, A., and Sforza, P.M., 1997, "A Genetic Algorithm Model for High Heat Flux Flow Boiling," Experimental Thermal and Fluid Science, Vol. 15 (3), pp. 193-201.
9. Queipo, N., Devarakonda, R., and Humphrey, J.A.C., 1994, "Genetic Algorithms for Thermosciences Research: Application to the Optimized Cooling of Electronic Components," International Journal of Heat and Mass Transfer, Vol. 37 (6), pp. 893-908.
10. Chaudhuri, P.D., Diwekar, U.M., and Logsdon, J.S., 1997, "An Automated Approach for the Optimal Design of Heat Exchangers," Industrial and Engineering Chemistry Research, Vol. 36 (9), pp. 3685-3693.
11. Nilar, S.H., 1991, "Applications of the Simulated Annealing Method to Intermolecular Interactions," Journal of Computational Chemistry, Vol. 12 (8), pp. 1008-1013.
12. Hua, J.Z., Brennecke, J.F., and Stadtherr, M.A., 1998, "Enhanced Interval Analysis for Phase Stability: Cubic Equation of State Models," Ind. Eng. Chem. Res., Vol. 37, pp. 1519-1527.
13. Gau, C.-Y., Brennecke, J.F., and Stadtherr, M.A., 2000, "Reliable Nonlinear Parameter Estimation in VLE Modeling," Fluid Phase Equilibria, Vol. 168 (1), pp. 1-18.
14. Zhao, X., 1995, Performance of a Single-Row Heat Exchanger at Low In-Tube Flow Rates, M.S. Thesis, Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, Indiana.
15. Holland, J. H., 1975, Adaptation in Natural and Artificial Systems, University of Michigan Press, Ann Arbor, MI.
16. Goldberg, D.E., 1989, Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, Reading, MA.
17. Michalewicz, Z., 1992, Genetic Algorithms + Data Structures - Evolution Programs, 2nd. Extended Edition, Springer-Verlag, Berlin Heidelberg, Germany.
18. Mitchell, M., 1996, Introduction to Genetic Algorithms, MIT-Press, Cambridge, MA.
19. van Laarhoven, P.J.M., and Aarts, E.H.L., 1987, Simulated Annealing: Theory and Applications, Kluwer, Norwell, MA.
20. Aarts, E.H.L., and Korst, J.H.M., 1989, Simulated Annealing and Boltzman Machines, Wiley, Tiptree Essex, Great Britain.
21. Nirwan, A., and Hou, E., (Eds.), 1997, Computational Intelligence for Optimization, Kluwer, Norwell, MA.
22. Kirkpatrick, S., Gelatt, C.D., Jr., and Vecchi, M.P., 1983, "Optimization by Simulated Annealing," Science, Vol. 220 (4598), pp. 671-680.
23. Černy, V., 1985, "Thermodynamical Approach to the Traveling Salesman Problem: An Efficient Simulation Algorithm," Journal of Optimization Theory and Applications, Vol. 45, pp. 41-51.
24. Metropolis, N., Rosenbluth A.W., Rosenbluth M.N., Teller, A.H. and Teller, E., 1953, "Equation of State Calculations by Fast Computing Machines," Journal of Chemical Physics, Vol. 21 (6), pp. 1087-1092.
25. Corana, A., Marchesi, M., Martini, C., and Ridella, S., 1987, "Minimizing Multimodal Functions of Continuous Variables with the Simulated Annealing Algorithm," ACM Transactions on Mathematical Software, Vol. 13 (3), 262-280.
26. Moore, R.E., 1966, Interval Analysis, Prentice-Hall, Engelwood Cliffs, NJ.
27. Neumaier, A., 1990, Interval Analysis for Systems of Equations, Cambridge University Press, Cambridge, MA.
28. Hansen, E.R., 1992, Global Optimization using Interval Analysis, Marcel Dekkar, New York, NY.
29. Kearfott, R.B., 1996, Rigorous Global Search: Continuous Problems, Kluwer, Dordrecht, Netherlands.
30. Schnepper, C.A., and Stadtherr, M.A., 1996, "Robust Process Simulation using Interval methods," Computers and Chemical Engineering, Vol. 20, pp. 187-199.
31. Hansen, E.R., 1979, "Global Optimization using Interval Analysis: The One-Dimensional Case," Journal of Optimization Theory and Applications, Vol. 29 (3), pp. 331-344.
32. Hansen, E.R., 1980, "Global Optimization using Interval Analysis: The Multi-Dimensional Case," Numerische Mathematik, Vol. 34, pp. 247-270.