Thermal performance analysis of multi-objective optimized microchannels with triangular cavity and rib based on field synergy principle

In our previous work, a new structure of a microchannel with triangular cavity and rib was proposed to enhance heat transfer. To obtain excellent thermal performance, a multi-objective optimization using Response Surface Methodology (RSM), Non-dominated Sorting Genetic Algorithm (NSGA-II), and k-mea...

Full description

Bibliographic Details
Main Authors: PeitaoYao, Yuling Zhai, Zhouhang Li, Xin Shen, Hua Wang
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:Case Studies in Thermal Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2214157X2100126X
id doaj-15216f85f74f4f868489b8798a515dda
record_format Article
spelling doaj-15216f85f74f4f868489b8798a515dda2021-04-30T07:21:59ZengElsevierCase Studies in Thermal Engineering2214-157X2021-06-0125100963Thermal performance analysis of multi-objective optimized microchannels with triangular cavity and rib based on field synergy principle PeitaoYao0Yuling Zhai1Zhouhang Li2Xin Shen3Hua Wang4Engineering Research Center of Metallurgical Energy Conversion and Emission Reduction, Ministry of Education, Kunming University of Science and Technology, Yunnan, 650093, China; National Local Joint Engineering Research Center of Energy Saving and Environmental Protection Technology in Metallurgy and Chemical Engineering Industry, Kunming University of Science and Technology, Yunnan, 650093, ChinaEngineering Research Center of Metallurgical Energy Conversion and Emission Reduction, Ministry of Education, Kunming University of Science and Technology, Yunnan, 650093, China; National Local Joint Engineering Research Center of Energy Saving and Environmental Protection Technology in Metallurgy and Chemical Engineering Industry, Kunming University of Science and Technology, Yunnan, 650093, China; Corresponding author. Engineering Research Center of Metallurgical Energy Conversion and Emission Reduction, Ministry of Education, Kunming University of Science and Technology, Yunnan, 650093, China.Engineering Research Center of Metallurgical Energy Conversion and Emission Reduction, Ministry of Education, Kunming University of Science and Technology, Yunnan, 650093, China; National Local Joint Engineering Research Center of Energy Saving and Environmental Protection Technology in Metallurgy and Chemical Engineering Industry, Kunming University of Science and Technology, Yunnan, 650093, ChinaEngineering Research Center of Metallurgical Energy Conversion and Emission Reduction, Ministry of Education, Kunming University of Science and Technology, Yunnan, 650093, China; National Local Joint Engineering Research Center of Energy Saving and Environmental Protection Technology in Metallurgy and Chemical Engineering Industry, Kunming University of Science and Technology, Yunnan, 650093, ChinaEngineering Research Center of Metallurgical Energy Conversion and Emission Reduction, Ministry of Education, Kunming University of Science and Technology, Yunnan, 650093, China; National Local Joint Engineering Research Center of Energy Saving and Environmental Protection Technology in Metallurgy and Chemical Engineering Industry, Kunming University of Science and Technology, Yunnan, 650093, ChinaIn our previous work, a new structure of a microchannel with triangular cavity and rib was proposed to enhance heat transfer. To obtain excellent thermal performance, a multi-objective optimization using Response Surface Methodology (RSM), Non-dominated Sorting Genetic Algorithm (NSGA-II), and k-mean clustering was performed to obtain a Pareto front. Thirty sets of numerical data were used to optimize design variables (cavity height, rib height, and Reynold number) of objective functions (thermal resistance Rth and pumping power PP). Results showed that compared heat transfer amount in the process, convective heat transfer is the dominant part than heat conduction and heat loss. Four representative solutions obtained by k-means clustering divided the Pareto front into five regions, and the moderate Rth and PP resulted into the best heat transfer characteristics. Temperature difference between fluid and heating wall decreased from 26 K, obtained for the rectangular microchannel, to 17 K, obtained for the optimized one. The best thermal performance of Case 4 (e1 = 0.0572 mm, e2 = 0.0224 mm) was obtained for a thermal enhanced factor of 1.2305 due to good synergy between the velocity field and temperature gradient. Therefore, rational structural designs efficiently improve heat removal ability in limited heat exchange area.http://www.sciencedirect.com/science/article/pii/S2214157X2100126XMicrochannelMulti-objective optimizationField synergy principleStructural designThermal performance
collection DOAJ
language English
format Article
sources DOAJ
author PeitaoYao
Yuling Zhai
Zhouhang Li
Xin Shen
Hua Wang
spellingShingle PeitaoYao
Yuling Zhai
Zhouhang Li
Xin Shen
Hua Wang
Thermal performance analysis of multi-objective optimized microchannels with triangular cavity and rib based on field synergy principle
Case Studies in Thermal Engineering
Microchannel
Multi-objective optimization
Field synergy principle
Structural design
Thermal performance
author_facet PeitaoYao
Yuling Zhai
Zhouhang Li
Xin Shen
Hua Wang
author_sort PeitaoYao
title Thermal performance analysis of multi-objective optimized microchannels with triangular cavity and rib based on field synergy principle
title_short Thermal performance analysis of multi-objective optimized microchannels with triangular cavity and rib based on field synergy principle
title_full Thermal performance analysis of multi-objective optimized microchannels with triangular cavity and rib based on field synergy principle
title_fullStr Thermal performance analysis of multi-objective optimized microchannels with triangular cavity and rib based on field synergy principle
title_full_unstemmed Thermal performance analysis of multi-objective optimized microchannels with triangular cavity and rib based on field synergy principle
title_sort thermal performance analysis of multi-objective optimized microchannels with triangular cavity and rib based on field synergy principle
publisher Elsevier
series Case Studies in Thermal Engineering
issn 2214-157X
publishDate 2021-06-01
description In our previous work, a new structure of a microchannel with triangular cavity and rib was proposed to enhance heat transfer. To obtain excellent thermal performance, a multi-objective optimization using Response Surface Methodology (RSM), Non-dominated Sorting Genetic Algorithm (NSGA-II), and k-mean clustering was performed to obtain a Pareto front. Thirty sets of numerical data were used to optimize design variables (cavity height, rib height, and Reynold number) of objective functions (thermal resistance Rth and pumping power PP). Results showed that compared heat transfer amount in the process, convective heat transfer is the dominant part than heat conduction and heat loss. Four representative solutions obtained by k-means clustering divided the Pareto front into five regions, and the moderate Rth and PP resulted into the best heat transfer characteristics. Temperature difference between fluid and heating wall decreased from 26 K, obtained for the rectangular microchannel, to 17 K, obtained for the optimized one. The best thermal performance of Case 4 (e1 = 0.0572 mm, e2 = 0.0224 mm) was obtained for a thermal enhanced factor of 1.2305 due to good synergy between the velocity field and temperature gradient. Therefore, rational structural designs efficiently improve heat removal ability in limited heat exchange area.
topic Microchannel
Multi-objective optimization
Field synergy principle
Structural design
Thermal performance
url http://www.sciencedirect.com/science/article/pii/S2214157X2100126X
work_keys_str_mv AT peitaoyao thermalperformanceanalysisofmultiobjectiveoptimizedmicrochannelswithtriangularcavityandribbasedonfieldsynergyprinciple
AT yulingzhai thermalperformanceanalysisofmultiobjectiveoptimizedmicrochannelswithtriangularcavityandribbasedonfieldsynergyprinciple
AT zhouhangli thermalperformanceanalysisofmultiobjectiveoptimizedmicrochannelswithtriangularcavityandribbasedonfieldsynergyprinciple
AT xinshen thermalperformanceanalysisofmultiobjectiveoptimizedmicrochannelswithtriangularcavityandribbasedonfieldsynergyprinciple
AT huawang thermalperformanceanalysisofmultiobjectiveoptimizedmicrochannelswithtriangularcavityandribbasedonfieldsynergyprinciple
_version_ 1721498560817528832