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...
Main Authors: | , , , , |
---|---|
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 |