Pareto based multi-objective optimization of a cyclone vortex finder using CFD, GMDH type neural networks and genetic algorithms

References

• Astrom , K. J. and Eykhoff , P. 1971 . System identification, a survey . Automatica , 7 : 123-62
   Google Scholar
• Amanifard , N. , Nariman-Zadeh , N. , Borji , M. , Khalkhali , A. and Habibdoust , A. 2008 . Modeling and Pareto optimization of heat transfer and flow coefficients in micro channels using GMDH type neural networks and genetic algorithms . Energy Conversion and Management , 49 : 311 – 325 .
   Web of Science ®Google Scholar
• Casal , J. and Martinez , J. M. 1983 . A better way to calculate cyclone pressure drop . Chemical Engineer , 90 ( 2 ) : 99 – 100 .
   Google Scholar
• Coker , A. K. 1993 . Understand cyclone design . Chemical Engineering Progress , 28 : 51 – 55 .
   Google Scholar
• Elsayed , K. and Lakor , C. The effect of vortex finder diameter on cyclone separator performance and flow field . European conference on CFD , pp. 14 – 17 . June, Lisbon, Portugal. CD-ROM
   Google Scholar
• Farlow , S. J. 1984 . Self-organizing method in modeling: GMDH type algorithm , New York : Marcel Dekker Inc .
   Google Scholar
• Gimbun , J. , Chuah , T. G. , Choong , T. S. and Fakhru'l-Razi , Y. A. 2005 . Prediction of the effects of cone tip diameter on the cyclone performance . Journal of Aerosol Science , 36 : 1056 – 1065 .
   Web of Science ®Google Scholar
• Goldberg , D. E. 1989 . Genetic algorithms in search, optimization and machine learning , New York : Addison-Wesley .
   Google Scholar
• Ivakhnenko , A. G. 1971 . Polynomial theory of complex systems . IEEE Transactions on Systems, Man and Cybernetics , 1 : 364 – 378 .
   Web of Science ®Google Scholar
• Jamali , A. , Nariman-zadeh , N. , Darvizeh , A. , Masoumi , A. and Hamrang , S. 2009 . Multi-objective evolutionary optimization of polynomial neural networks for modeling and prediction of explosive cutting process . International Journal of Engineering Applications of Artificial Intelligence , 22 : 676 – 687 .
   Web of Science ®Google Scholar
• Kristinson , K. and Dumont , G. 1992 . System identification and control using genetic algorithms . IEEE Transactions on Systems, Man and Cybernetics , 22 ( 5 ) : 1033 – 1046 .
   Web of Science ®Google Scholar
• Launder , B. E. , Reece , G. J. and Rodi , W. 1975 . Progress in the development of a Reynolds stress turbulent closure . Journal of Fluid Mechanics , 68 : 537 – 538 .
   Web of Science ®Google Scholar
• Lim , K. S. , Kim , H. S. and Lee , K. W. 2004 . Characteristics of the collection efficiency for a cyclone with different vortex finder shapes . Journal of Aerosol Science , 35 : 743 – 754 .
   Web of Science ®Google Scholar
• Marler , R. T. , Kim , C. H. and Arora , J. S. 2006 . System identification of simplified crash models using multi-objective optimization . Computer Methods in Applied Mechanics and Engineering , 195 : 4383 – 4395 .
   Google Scholar
• Porto , V. W. 1997 . “ Evolutionary computation approaches to solving problems in neural computation ” . In Handbook of evolutionary computation , Edited by: Back , T. , Fogel , D. B. and Michalewicz , Z. D1.2:1 – D1.2:6 . New York : Oxford University Press . Institute of Physics Publishing
   Google Scholar
• Raoufi , A. , Shams , M. , Farzaneh , M. and Ebrahimi , R. 2008 . Numerical simulation and optimization of fluid flow in cyclone vortex finder . Chemical Engineering and Processing , 47 : 128 – 137 .
   Web of Science ®Google Scholar
• Safikhani , H. , Akhavan- Behabadi , M. A. , Shams , M. and Rahimyan , M. H. 2010a . Numerical simulation of flow field in three types of standard cyclone separators . Advanced Powder Technology , 21 : 435 – 442 .
   Web of Science ®Google Scholar
• Safikhani , H. , Hajiloo , A. and Ranjbar , M. A. 2011 . Modeling and multi-objective optimization of cyclone separators using CFD and genetic algorithms . Computers & Chemical Engineering , 35 ( 6 ) : 1064 – 1071 .
   Web of Science ®Google Scholar
• Sanchez , E. , Shibata , T. and Zadeh , L. A. 1997 . Genetic algorithms and fuzzy logic systems , Riveredge, NJ : World Scientific .
   Google Scholar
• Shepherd , C. B. and Lapple , C. E. 1939 . Air pollution control: A design approach , 2 , 127 – 139 . Place : Woveland Press Inc .
   Google Scholar
• Wang , L. 2004 . Theoretical study of cyclone design , China; : MS, Texas A&M University . Thesis (PhD) B Eng. Anhui Institute of Finance and Trade
   Google Scholar