122
Views
16
CrossRef citations to date
0
Altmetric
Original Articles

Knowledge-Based Evolution Method for Optimizing Refrigerant Circuitry of Fin-and-Tube Heat Exchangers

, , &
Pages 435-452 | Received 24 Apr 2007, Accepted 11 Dec 2007, Published online: 25 Feb 2011

REFERENCES

  • Androulakis , I. P. and Venkatasubramanian , V. 1991 . A genetic algorithmic framework for process design and optimization . Computers & Chemical Engineering , 15 ( 4 ) : 217 – 28 .
  • Back , T. The interaction of mutation rate, selection and self-adaptation within a genetic algorithm . Proceedings of the Conference on Parallel Problem Solving from Nature . Amsterdam, the Netherlands. pp. 84 – 94 .
  • Bigot , G. , Palandre , L. and Clodic , D. Optimization design of heat exchangers for “reversible” heat pump using R407C . Eighth International Refrigerant Conference . West Lafayette, Indiana. pp. 39 – 46 .
  • Casson , V. , Cavallini , A. , Cecchinato , L. , Del Col , D. , Doretti , L. , Fornasieri , E. , Rossetto , L. and Zilio , C. 2002 . Performance of finned coil condensers optimized for new HFC refrigerants . ASHRAE Transactions , 108 ( 2 ) : 517 – 28 .
  • Coit , D. W. and Smith , A. E. 1996 . Penalty guided genetic search for reliability design optimization . Computers & Industrial Engineering , 30 ( 4 ) : 895 – 904 .
  • Domanski , P. A. , Yashar , D. , Kaufman , K. A. and Michalski , R. S. 2004 . An optimized design of finned-tube evaporators using the learnable evolution model . HVAC&R Research , 10 ( 2 ) : 201 – 11 .
  • Domanski , P. A. , Yashar , D. and Kim , M. 2005 . Performance of a finned-tube evaporator optimized for different refrigerants and its effect on system efficiency . International Journal of Refrigeration. , 28 ( 6 ) : 820 – 27 .
  • Frank , P. I. and David , P. D. 2001 . Fundamentals of heat and mass transfer New York : John Wiley & Sons. Inc. .
  • Goldberg , D. E. 1989 . Genetic Algorithms in Research, Optimization and Machine Learning. Sebastopol, CA : Addison-Wesley Professional. .
  • Holland , J. H. 1975 . Adaptation in Natural and Artificial Systems. Ann-Arbor : University of Michigan Press. .
  • Jiang , H. B , Aute , V. and Radermacher , R. 2006 . CoilDesigner: A general-purpose simulation and design tool for air-to-refrigerant heat exchangers . International Journal of Refrigeration. , 29 ( 4 ) : 601 – 10 .
  • Kaufman , K. and Michalski , R. S. Applying learnable evolution model to heat exchanger design . Proceedings of the Seventeenth National Conference on Artificial Intelligence (AAAI-2000) and the Twelfth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-2000) . Austin, Texas. pp. 1014 – 19 .
  • Kuo , M. C. , Ma , H. K. , Chen , S. L. and Wang , C. C. 2006 . An algorithm for simulation of the performance of air-cooled heat exchanger applications subject to the influence of complex circuitry . Applied Thermal Engineering , 26 ( 1 ) : 1 – 9 .
  • Liang , S. Y. , Wong , T. N. and Nathan , G. K. 2001 . Numerical and experimental studies of refrigerant circuitry of evaporator coils . International Journal of Refrigeration , 24 ( 8 ) : 823 – 33 .
  • Liu , J. , Wei , W. J. , Ding , G. L. , Zhang , C. L. , Fukaya , M. , Wang , K. J. and Inagaki , T. 2004 . A general steady state mathematical model for fin-and-tube heat exchanger based on graph theory . nternational Journal of Refrigeration , 27 ( 8 ) : 965 – 73 .
  • Loomans , M. and Visser , H. 2002 . Application of the genetic algorithm for optimization of large solar hot water systems . Solar Energy , 72 ( 5 ) : 427 – 39 .
  • NIST . 2007 . EVAP-COND, Simulation models for finned-tube heat exchangers Gaithersburg, Md : National Institute of Standards and Technology. . http://www2.bfrl.nist.gov/software/evap-cond/
  • Rong , Y. Solving large traveling salesman problems with small populations . Second International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications, Glasgow. pp. 157 – 162 . No. 446, IEE
  • Ravindra , K. A. , James , B. O. and Ashish , T. 2000 . A greedy genetic algorithm for the quadratic assignment problem . Computers & Operations Research , 27 ( 10 ) : 917 – 34 .
  • Srinivas , M. and Patnaik , L. M. 1994 . Genetic algorithms: A survey . Computer , 27 ( 6 ) : 17 – 26 .
  • Wang , C. C. , Jang , J. Y. , Lai , C. C. and Chang , Y. J. 1999 . Effect of circuit arrangement on the performance of air-cooled condenser . International Journal of Refrigeration , 22 ( 4 ) : 275 – 82 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.