Accelerated development in the field of electronics and integrated circuit technology further pushed the need for better heat dissipating devices with reduced component dimensions. In the design optimization of microchannel heat transfer systems, multiple objectives must be satisfied but correlations limit the satisfaction levels. End users define their preferences associated with the desired quality/quantity of each parameter and specify the priorities among each preference. In this paper, an optimization strategy based on the prioritized performances is developed to find the optimal design variables for the preferences in three different aspects namely: minimized thermal resistances, minimized pressure drop, and maximized heat flux. The preferences are often fuzzy and correlated but can be modeled mathematically using Gaussian membership functions with respect to different levels of user preferences. The overall performances are maximized to find the most favorable solution on the Pareto frontier. Two different types of single-phase liquid cooling (straight and U-shaped microchannel heat sinks) have been utilized as heat exchangers of electronic chips and made as practical examples for the proposed optimization strategy. The optimal design points vary with respect to the priorities of the preferences. The proposed methodology finds the most favored solution on the Pareto frontiers. It is novel to reveal that the chosen significant factors were maximized with results yielding to lower thermal resistance, lower pressure drop, and higher heat flux in the microchannel heat sink based on the design preferences with different priorities.
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June 2017
Research-Article
Multi-Objective Design Optimization of Multiple Microchannel Heat Transfer Systems Based on Multiple Prioritized Preferences
Po Ting Lin,
Po Ting Lin
Mem. ASME
Department of Mechanical Engineering,
Chung Yuan Christian University,
200 Chungpei Road,
Chungli, Taoyuan 32023, Taiwan;
Department of Mechanical Engineering,
Chung Yuan Christian University,
200 Chungpei Road,
Chungli, Taoyuan 32023, Taiwan;
Department of Mechanical Engineering,
National Taiwan University of
Science and Technology,
43 Keelung Road, Sec. 4,
Taipei 10607, Taiwan
e-mail: potinglin223@gmail.com
National Taiwan University of
Science and Technology,
43 Keelung Road, Sec. 4,
Taipei 10607, Taiwan
e-mail: potinglin223@gmail.com
Search for other works by this author on:
Mark Christian E. Manuel,
Mark Christian E. Manuel
School of Mechanical and
Manufacturing Engineering,
Mapua Institute of Technology,
Muralla Street,
Intramuros, Manila 1002, Philippines
e-mail: marchm.090407@gmail.com
Manufacturing Engineering,
Mapua Institute of Technology,
Muralla Street,
Intramuros, Manila 1002, Philippines
e-mail: marchm.090407@gmail.com
Search for other works by this author on:
Yogesh Jaluria,
Yogesh Jaluria
Mem. ASME
Department of Mechanical and
Aerospace Engineering,
Rutgers,
The State University of New Jersey,
98 Brett Road,
Piscataway, NJ 08854
e-mail: jaluria@jove.rutgers.edu
Department of Mechanical and
Aerospace Engineering,
Rutgers,
The State University of New Jersey,
98 Brett Road,
Piscataway, NJ 08854
e-mail: jaluria@jove.rutgers.edu
Search for other works by this author on:
Hae Chang Gea
Hae Chang Gea
Mem. ASME
Department of Mechanical and
Aerospace Engineering,
Rutgers,
The State University of New Jersey,
98 Brett Road,
Piscataway, NJ 08854
e-mail: gea@rci.rutgers.edu
Department of Mechanical and
Aerospace Engineering,
Rutgers,
The State University of New Jersey,
98 Brett Road,
Piscataway, NJ 08854
e-mail: gea@rci.rutgers.edu
Search for other works by this author on:
Po Ting Lin
Mem. ASME
Department of Mechanical Engineering,
Chung Yuan Christian University,
200 Chungpei Road,
Chungli, Taoyuan 32023, Taiwan;
Department of Mechanical Engineering,
Chung Yuan Christian University,
200 Chungpei Road,
Chungli, Taoyuan 32023, Taiwan;
Department of Mechanical Engineering,
National Taiwan University of
Science and Technology,
43 Keelung Road, Sec. 4,
Taipei 10607, Taiwan
e-mail: potinglin223@gmail.com
National Taiwan University of
Science and Technology,
43 Keelung Road, Sec. 4,
Taipei 10607, Taiwan
e-mail: potinglin223@gmail.com
Mark Christian E. Manuel
School of Mechanical and
Manufacturing Engineering,
Mapua Institute of Technology,
Muralla Street,
Intramuros, Manila 1002, Philippines
e-mail: marchm.090407@gmail.com
Manufacturing Engineering,
Mapua Institute of Technology,
Muralla Street,
Intramuros, Manila 1002, Philippines
e-mail: marchm.090407@gmail.com
Jingru Zhang
Yogesh Jaluria
Mem. ASME
Department of Mechanical and
Aerospace Engineering,
Rutgers,
The State University of New Jersey,
98 Brett Road,
Piscataway, NJ 08854
e-mail: jaluria@jove.rutgers.edu
Department of Mechanical and
Aerospace Engineering,
Rutgers,
The State University of New Jersey,
98 Brett Road,
Piscataway, NJ 08854
e-mail: jaluria@jove.rutgers.edu
Hae Chang Gea
Mem. ASME
Department of Mechanical and
Aerospace Engineering,
Rutgers,
The State University of New Jersey,
98 Brett Road,
Piscataway, NJ 08854
e-mail: gea@rci.rutgers.edu
Department of Mechanical and
Aerospace Engineering,
Rutgers,
The State University of New Jersey,
98 Brett Road,
Piscataway, NJ 08854
e-mail: gea@rci.rutgers.edu
1Corresponding author.
Contributed by the Heat Transfer Division of ASME for publication in the JOURNAL OF THERMAL SCIENCE AND ENGINEERING APPLICATIONS. Manuscript received March 8, 2016; final manuscript received December 13, 2016; published online March 7, 2017. Assoc. Editor: Samuel Sami.
J. Thermal Sci. Eng. Appl. Jun 2017, 9(2): 021011 (9 pages)
Published Online: March 7, 2017
Article history
Received:
March 8, 2016
Revised:
December 13, 2016
Citation
Lin, P. T., Manuel, M. C. E., Zhang, J., Jaluria, Y., and Gea, H. C. (March 7, 2017). "Multi-Objective Design Optimization of Multiple Microchannel Heat Transfer Systems Based on Multiple Prioritized Preferences." ASME. J. Thermal Sci. Eng. Appl. June 2017; 9(2): 021011. https://doi.org/10.1115/1.4035836
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