Application of a Genetic Algorithm for Thermal Design of Fin-and-Tube Heat Exchangers

REFERENCES

• McDonald , C. F. 2000 . Low-Cost Compact Primary Surface Recuperator Concept for Microturbines . Applied Thermal Engineering , vol. 20 : 471 – 497 .
   Web of Science ®Google Scholar
• McDonald , C. F. 2003 . Recuperator Considerations for Future Higher Efficiency Microturbines . Applied Thermal Engineering , vol. 23 : 1463 – 1487 .
   Web of Science ®Google Scholar
• Poddar , T. K. and Polley , G. T. 2000 . Optimize Shell-and-Tube Heat Exchanger Design . Chemical Engineering Progress , vol. 96 ( 9 ) : 41 – 46 .
   Web of Science ®Google Scholar
• Bell , K. J. 2004 . Heat Exchanger Design for the Process Industries . ASME Journal of Heat Transfer , vol. 126 ( 6 ) : 877 – 885 .
   Web of Science ®Google Scholar
• Serna , M. and Jimenez , A. 2004 . An Efficient Method for the Design of Shell and Tube Heat Exchangers . Heat Transfer Engineering , vol. 25 ( 2 ) : 5 – 16 .
   Web of Science ®Google Scholar
• Unuvar , A. and Kargici , S. 2004 . An Approach for the Optimum Design of Heat Exchangers . International Journal of Energy Research , vol. 28 ( 15 ) : 1379 – 1392 .
   Web of Science ®Google Scholar
• Jia , R. , Sunden , B. and Xuan , Y. Design and Optimization of Compact Heat Exchangers . 3rd International Conference on Compact Heat Exchangers and Enhancement Technology for the Process Industries . Edited by: Shah , R. K. pp. 135 – 142 . Switzerland : Davos .
   Google Scholar
• Jia , R. and Sunden , B. Optimal Design of Compact Heat Exchangers by an Artificial Neural Network Method . Proceedings of HT2003, ASME Summer Heat Transfer Conference . paper no. HT2003-47141
   Google Scholar
• Wang , L. and Sunden , B. 2001 . Design Methodology for Multistream Plate-Fin Heat Exchangers in Heat Exchanger Networks . Heat Transfer Engineering , vol. 22 ( 1 ) : 3 – 11 .
   Google Scholar
• Wang , L. and Sunden , B. 2003 . Optimal Design of Plate Heat Exchangers with and without Pressure Drop Specifications . Applied Thermal Engineering , vol. 23 ( 3 ) : 295 – 311 .
   Web of Science ®Google Scholar
• Mukherjee , R. 1997 . Effectively Design Air-Cooled Heat Exchangers . Chemical Engineering Progress , vol. 93 ( 1 ) : 26 – 47 .
   Google Scholar
• Gonzalez , M. T. , Petracci , N. C. and Urbicain , M. J. 2001 . Air-cooled Heat Exchanger Design Using Successive Quadratic Programming . Heat Transfer Engineering , vol. 22 ( 1 ) : 11 – 16 .
   Web of Science ®Google Scholar
• Xie , G. N. , Chen , Q. Y. , Tang , L. H. , Zeng , M. and Wang , Q. W. Thermal Design and Comparison of two Fin-And-Tube Heat Exchangers . Proceedings of 2nd Chinese Heat Transfer Technology . November 8–11 2005 , Hainan , China. (in Chinese)
   Google Scholar
• Xie , G. N. , Chen , Q. Y. , Zeng , M. and Wang , Q. W. Thermal Design of Heat Exchanger with Fins inside and outside of Tubes . Proceedings of GT2006, ASME Turbo Expo, 2006 . May 8–11 2006 , Barcelona , Spain. Paper No. GT2006-90260
   Google Scholar
• Sen , M. and Yang , K. T. 2000 . “ Applications of Artificial Neural Networks and Genetic Algorithms in Thermal Engineering ” . In The CRC Handbook of Thermal Engineering , Edited by: Kreith , F. 620 – 661 . Boca Raton , FL : CRC Press .
   Google Scholar
• Pacheco-Vega , A. , Sen , M. , Yang , K. T. and McClain , R. L. Genetic Algorithms-based Predictions of Fin-Tube Heat Exchanger Performance . Proceedings of 11th International Heat Transfer Conference . August 23–28 , Kyongju , Korea. Vol. 6 , pp. 137 – 142 .
   Google Scholar
• Ozkol , I. and Komurgoz , G. 2005 . Determination of The Optimum Geometry of the Heat Exchanger Body via a Genetic Algorithm . Numerical Heat Transfer, Part A , vol. 48 : 283 – 296 .
   Web of Science ®Google Scholar
• Xie , G. N. and Wang , Q. W. 2006 . Geometrical Optimization of Plate-Fin Heat Exchanger using Genetic Algorithms . Proceedings of the Chinese Society for Electical Engineering , vol. 26 ( 7 ) : 53 – 57 . (in Chinese)
   Google Scholar
• Mishra , M. , Das , P. K. and Sarangi , S. 2004 . Optimum Design of Crossflow Plate-Fin Heat Exchangers through Genetic Algorithm . International Journal of Heat Exchangers , vol. 5 ( 2 ) : 379 – 401 .
   Google Scholar
• Selbas , R. , Kizilkan , O. and Reppich , M. 2006 . A New Design Approach for Shell-and-Tube Heat Exchangers using Genetic Algorithms from Economic Point of View . Chemical Engineering and Processing , vol. 45 ( 4 ) : 268 – 275 .
   Web of Science ®Google Scholar
• Liang , H. X. , Xie , G. N. , Zeng , M. , Wang , Q. W. and Feng , Z. P. Application Genetic Algorithm to Optimization Recuperator in Micro-Turbine . The 2nd International Symposium on Thermal Science and Engineering . October 23–25 , Beijing , China.
   Google Scholar
• Wang , Q. W. , Liang , H. X. , Xie , G. N. , Zeng , M. , Luo , L. Q. and Feng , Z. P. 2007 . Genetic Algorithm Optimization for Primary Surfaces Recuperator of Microturbine . ASME Journal of Engineering for Gas Turbines and Power , vol. 129 : 436 – 442 .
   Web of Science ®Google Scholar
• Pacheco-Vega , A. , Sen , M. , Yang , K. T. and McClain , R. L. Correlations of Fin-Tube Heat Exchanger Performance Data Using Genetic Algorithms Simulated Annealing and Interval Methods . Proceedings of ASME the Heat Transfer Division . November 11–16 , New York , USA. Vol. 369–5 , pp. 143 – 151 .
   Google Scholar
• Pacheco-Vega , A. , Sen , M. and Yang , K. T. 2003 . Simultaneous Determination of In-and-over-Tube Heat Transfer Correlations in Heat Exchangers by Global Regression . International Journal of Heat and Mass Transfer , vol. 46 ( 6 ) : 1029 – 1040 .
   Web of Science ®Google Scholar
• Jegede , F. O. and Polley , G. T. 1992 . Optimum Heat Exchanger Design . Trans. IChemE , vol. 70 : 133 – 141 .
   Google Scholar
• Muralikrishna , K. and Shenoy , U. V. 2000 . Heat Exchanger Design Targets for Minimum Area and Cost . Trans. IChemE , vol. 78 : 161 – 167 . Part A
   Google Scholar
• Jafari Nasr , M. R. and Polley , G. T. 2000 . An Algorithm for Cost Comparison of Optimized Shell-and-Tube Heat Exchangers with Tube Inserts and Plain Tubes . Chemical Engineering Technology , vol. 23 ( 3 ) : 267 – 272 .
   Web of Science ®Google Scholar
• Wang , L. 2001 . Performance Analysis and Optimal Design of Heat Exchangers and Heat Exchanger Networks , PhD thesis Division of Heat Transfer, Department of Heat and Power Engineering, Lund Institute of Technology .
   Google Scholar
• Holland , J. H. 1975 . Adaption in Nutrual and Aritifical Systems , Ann Arbor : University of Michigan Press .
   Google Scholar
• Goldberg , D. E. 1989 . Genetic Algorithms in Search, Optimization and Machine Learning , Boston , , USA : Addison-Wesley .
   Google Scholar
• Michalewicz , Z. and Fogel , D. B. 2000 . How to Solve it: Modern Heuristics , New York : Springer .
   Google Scholar
• Wang , C. C. 2000 . Recent Progress on the Air-Side Performance of Fin-and-Tube Heat Exchangers . International Journal of Heat Exchangers , vol. 2 : 57 – 84 .
   Google Scholar
• Wang , C. C. 2003 . Heat Exchanger Design , Taiwan , , China : Wunan Press . Chap. 4
   Google Scholar
• Carroll , D. L. 1996 . Chemical Laser Modeling with Genetic Algorithms . AIAA Journal , vol. 34 ( 2 ) : 338 – 346 .
   Web of Science ®Google Scholar
• Carroll , D. L. 1996 . “ Genetic Algorithms and Optimizing Chemical Oxygen-Iodine Lasers ” . In Developments in Theoretical and Applied Mechanics, Vol. XVIII, School of Engineering , Edited by: Wilson , H. , Batra , R. , Bert , C. , Davis , A. , Schapery , B. , Stewart , B. and Swinson , F. 411 – 424 . The University of Alabama .
   Google Scholar
• Michalewicz , Z. , Deb , K. , Schmidt , M. and Stidsen , T. 2000 . Test-case Generator for Constrained Parameter Optimization Techniques . IEEE Transactions on Evolutionary Computation , vol. 4 ( 3 ) : 197 – 215 .
   Web of Science ®Google Scholar
• Gnielinski , V. 1976 . New Equations for Heat and Mass Transfer in Turbulent Pipe and Channel Flows . Ind Chem Eng , vol. 16 : 359 – 368 .
   Google Scholar
• Martin , H. Economic Optimization of Compact Exchangers . 1st International Conference on Compact Heat Exchangers and Enhancement Technology for the Process Industries . Edited by: Shah , R. K. pp. 75 – 80 . Banff , , Canada
   Google Scholar