Experimental Determination of the Heat Transfer Coefficient of Real Cooled Geometry Using Linear Regression Method

The scope of this work was to develop a technique based on the regression method and apply it on a real cooled geometry for measuring its internal heat transfer distribution. The proposed methodology is based upon an already available literature approach. For implementation of the methodology, the g...

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Main Authors: Asif Ali, Lorenzo Cocchi, Alessio Picchi, Bruno Facchini
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/14/1/180
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spelling doaj-c6c668cf2ffe4fd5b3935b27cf84748f2021-01-01T00:05:19ZengMDPI AGEnergies1996-10732021-12-011418018010.3390/en14010180Experimental Determination of the Heat Transfer Coefficient of Real Cooled Geometry Using Linear Regression MethodAsif Ali0Lorenzo Cocchi1Alessio Picchi2Bruno Facchini3DIEF Department of Industrial Engineering, University of Florence, Via Santa Marta 3, 50132 Florence, ItalyDIEF Department of Industrial Engineering, University of Florence, Via Santa Marta 3, 50132 Florence, ItalyDIEF Department of Industrial Engineering, University of Florence, Via Santa Marta 3, 50132 Florence, ItalyDIEF Department of Industrial Engineering, University of Florence, Via Santa Marta 3, 50132 Florence, ItalyThe scope of this work was to develop a technique based on the regression method and apply it on a real cooled geometry for measuring its internal heat transfer distribution. The proposed methodology is based upon an already available literature approach. For implementation of the methodology, the geometry is initially heated to a known steady temperature, followed by thermal transient, induced by injection of ambient air to its internal cooling system. During the thermal transient, external surface temperature of the geometry is recorded with the help of infrared camera. Then, a numerical procedure based upon a series of transient finite element analyses of the geometry is applied by using the obtained experimental data. The total test duration is divided into time steps, during which the heat flux on the internal surface is iteratively updated to target the measured external surface temperature. The final procured heat flux and internal surface temperature data of each time step is used to find the convective heat transfer coefficient via linear regression. This methodology is successfully implemented on three geometries: a circular duct, a blade with U-bend internal channel, and a cooled high pressure vane of real engine, with the help of a test rig developed at the University of Florence, Italy. The results are compared with the ones retrieved with similar approach available in the open literature, and the pros and cons of both methodologies are discussed in detail for each geometry.https://www.mdpi.com/1996-1073/14/1/180internal heat transferreal hardwareregressionIR thermographythermal transient technique
collection DOAJ
language English
format Article
sources DOAJ
author Asif Ali
Lorenzo Cocchi
Alessio Picchi
Bruno Facchini
spellingShingle Asif Ali
Lorenzo Cocchi
Alessio Picchi
Bruno Facchini
Experimental Determination of the Heat Transfer Coefficient of Real Cooled Geometry Using Linear Regression Method
Energies
internal heat transfer
real hardware
regression
IR thermography
thermal transient technique
author_facet Asif Ali
Lorenzo Cocchi
Alessio Picchi
Bruno Facchini
author_sort Asif Ali
title Experimental Determination of the Heat Transfer Coefficient of Real Cooled Geometry Using Linear Regression Method
title_short Experimental Determination of the Heat Transfer Coefficient of Real Cooled Geometry Using Linear Regression Method
title_full Experimental Determination of the Heat Transfer Coefficient of Real Cooled Geometry Using Linear Regression Method
title_fullStr Experimental Determination of the Heat Transfer Coefficient of Real Cooled Geometry Using Linear Regression Method
title_full_unstemmed Experimental Determination of the Heat Transfer Coefficient of Real Cooled Geometry Using Linear Regression Method
title_sort experimental determination of the heat transfer coefficient of real cooled geometry using linear regression method
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2021-12-01
description The scope of this work was to develop a technique based on the regression method and apply it on a real cooled geometry for measuring its internal heat transfer distribution. The proposed methodology is based upon an already available literature approach. For implementation of the methodology, the geometry is initially heated to a known steady temperature, followed by thermal transient, induced by injection of ambient air to its internal cooling system. During the thermal transient, external surface temperature of the geometry is recorded with the help of infrared camera. Then, a numerical procedure based upon a series of transient finite element analyses of the geometry is applied by using the obtained experimental data. The total test duration is divided into time steps, during which the heat flux on the internal surface is iteratively updated to target the measured external surface temperature. The final procured heat flux and internal surface temperature data of each time step is used to find the convective heat transfer coefficient via linear regression. This methodology is successfully implemented on three geometries: a circular duct, a blade with U-bend internal channel, and a cooled high pressure vane of real engine, with the help of a test rig developed at the University of Florence, Italy. The results are compared with the ones retrieved with similar approach available in the open literature, and the pros and cons of both methodologies are discussed in detail for each geometry.
topic internal heat transfer
real hardware
regression
IR thermography
thermal transient technique
url https://www.mdpi.com/1996-1073/14/1/180
work_keys_str_mv AT asifali experimentaldeterminationoftheheattransfercoefficientofrealcooledgeometryusinglinearregressionmethod
AT lorenzococchi experimentaldeterminationoftheheattransfercoefficientofrealcooledgeometryusinglinearregressionmethod
AT alessiopicchi experimentaldeterminationoftheheattransfercoefficientofrealcooledgeometryusinglinearregressionmethod
AT brunofacchini experimentaldeterminationoftheheattransfercoefficientofrealcooledgeometryusinglinearregressionmethod
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