Improvement of the effectiveness of heat exchanger is the demand of compact and efficient cooling devices. In that respect, a numerical study of fluid flow and heat transfer has been conducted with different arrangements of simple vortex generator (VG) in a rectangular microchannel Reynolds number (Re) in the range between 200 and 1100. The combined effect of spanwise and pitchwise distance of VG on heat transfer is investigated rigorously to observe the dependence of heat transfer on both. By processing the numerical predictions through gene expression programing and genetic algorithm optimization, the output variations in heat transfer, or Nusselt number, and friction factor with Re and locations of VGs in the channel are predicted in the form of explicit equations. The predicted monotonic increase of the outputs with Re shows heat transfer enhancement of 40–135% at the cost of increased pressure drop by 62–186.7% with respect to channels without VGs.
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Multi-Objective Optimization of Laminar Heat Transfer and Friction Factor in Rectangular Microchannel With Rectangular Vortex Generators: An Application of NSGA-II With Gene Expression Programing Metamodel
Aparesh Datta,
Aparesh Datta
Department of Mechanical Engineering,
National Institute of Technology Agartala,
Jirania, Tripura 799046, India
e-mail: adatta96@gmail.com
National Institute of Technology Agartala,
Jirania, Tripura 799046, India
e-mail: adatta96@gmail.com
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Ajoy Kumar Das,
Ajoy Kumar Das
Department of Mechanical Engineering,
National Institute of Technology Agartala,
Jirania, Tripura 799046, India
e-mail: akdas_72@yahoo.com
National Institute of Technology Agartala,
Jirania, Tripura 799046, India
e-mail: akdas_72@yahoo.com
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Prasenjit Dey,
Prasenjit Dey
Department of Mechanical Engineering,
National Institute of Technology Agartala,
Jirania, Tripura 799046, India
e-mail: prasenjitmit1@gmail.com
National Institute of Technology Agartala,
Jirania, Tripura 799046, India
e-mail: prasenjitmit1@gmail.com
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Dipankar Sanyal
Dipankar Sanyal
Department of Mechanical Engineering,
Jadavpur University,
Kolkata, West Bengal 700032, India
e-mail: dipans26@gmail.com
Jadavpur University,
Kolkata, West Bengal 700032, India
e-mail: dipans26@gmail.com
Search for other works by this author on:
Aparesh Datta
Department of Mechanical Engineering,
National Institute of Technology Agartala,
Jirania, Tripura 799046, India
e-mail: adatta96@gmail.com
National Institute of Technology Agartala,
Jirania, Tripura 799046, India
e-mail: adatta96@gmail.com
Ajoy Kumar Das
Department of Mechanical Engineering,
National Institute of Technology Agartala,
Jirania, Tripura 799046, India
e-mail: akdas_72@yahoo.com
National Institute of Technology Agartala,
Jirania, Tripura 799046, India
e-mail: akdas_72@yahoo.com
Prasenjit Dey
Department of Mechanical Engineering,
National Institute of Technology Agartala,
Jirania, Tripura 799046, India
e-mail: prasenjitmit1@gmail.com
National Institute of Technology Agartala,
Jirania, Tripura 799046, India
e-mail: prasenjitmit1@gmail.com
Dipankar Sanyal
Department of Mechanical Engineering,
Jadavpur University,
Kolkata, West Bengal 700032, India
e-mail: dipans26@gmail.com
Jadavpur University,
Kolkata, West Bengal 700032, India
e-mail: dipans26@gmail.com
1Corresponding author.
Contributed by the Heat Transfer Division of ASME for publication in the JOURNAL OF HEAT TRANSFER. Manuscript received August 31, 2016; final manuscript received January 24, 2017; published online March 21, 2017. Assoc. Editor: Guihua Tang.
J. Heat Transfer. Jul 2017, 139(7): 072401 (12 pages)
Published Online: March 21, 2017
Article history
Received:
August 31, 2016
Revised:
January 24, 2017
Citation
Datta, A., Kumar Das, A., Dey, P., and Sanyal, D. (March 21, 2017). "Multi-Objective Optimization of Laminar Heat Transfer and Friction Factor in Rectangular Microchannel With Rectangular Vortex Generators: An Application of NSGA-II With Gene Expression Programing Metamodel." ASME. J. Heat Transfer. July 2017; 139(7): 072401. https://doi.org/10.1115/1.4035890
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