Taylor hypothesis applied to direct measurement of skin friction using data from Temperature Sensitive Paint

•Relation between propagation celerity UU of u′ and friction velocity uτ.•Relation between propagation celerity UT of T′ and UU.•Extraction of UT from time-lag of correlation peaks occurrence.•Extraction of UT based on Taylor’s hypothesis.•Profiles and maps of friction quantities uτ and Cf. We repor...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Experimental thermal and fluid science 2020-01, Vol.110, p.109913, Article 109913
Hauptverfasser: Miozzi, Massimo, Di Felice, Fabio, Klein, Christian, Costantini, Marco
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue
container_start_page 109913
container_title Experimental thermal and fluid science
container_volume 110
creator Miozzi, Massimo
Di Felice, Fabio
Klein, Christian
Costantini, Marco
description •Relation between propagation celerity UU of u′ and friction velocity uτ.•Relation between propagation celerity UT of T′ and UU.•Extraction of UT from time-lag of correlation peaks occurrence.•Extraction of UT based on Taylor’s hypothesis.•Profiles and maps of friction quantities uτ and Cf. We report about the feasibility of two criteria for the direct measurement of the skin friction τ which are based on the investigation of the passive transport of temperature fluctuations, as obtained from Temperature-Sensitive Paint (TSP) data. The first criterion represents a proof-of-concept about the reliability of the use of the passive transport of temperature fluctuations Tw for the estimation of uτ. It relies on the identification of the time lag corresponding to the correlation peak between temperature time histories taken at points separated by fixed streamwise distance from the investigated location. The second criterion expands the former to check the feasibility of the skin friction measurement by means of Tw propagation celerity in a wider range of flow conditions. It is derived by minimizing the deviation from the Taylor hypothesis of the equation of transport of temperature fluctuations, which corresponds to the energy equation for incompressible flows at the investigated conditions. Firstly, a common rule about the relationships between propagation celerity UT of the temperature disturbances at the wall beneath a turbulent boundary layer and friction velocity uτ is assessed from literature. Starting from this theoretical basis, the focus is placed on the flow over the suction side of a NACA 0015 hydrofoil model and in particular on the laminar separation bubble developing on this model surface, investigated experimentally at a chord Reynolds number of Re=1.8×105 and angles of attack AoA=[1°,3°,5°,7°,10°]. The profiles of time- and spanwise-averaged UT(x) and Cf(x) (friction coefficient) are proposed and critically analyzed. Time averaged maps of the same quantities are then reported and commented as well. Paper topics are focused on:•The relationship between the propagation celerity of the velocity disturbances UU and the friction velocity uτ•The relationship between the propagation celerity of the temperature disturbances UT and UU•The algorithms for the extraction of the propagation celerity of temperature perturbations UT based on both the time lag of the correlation peak occurrence and the minimization of the deviation of transport equation for temp
doi_str_mv 10.1016/j.expthermflusci.2019.109913
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2317887491</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0894177719301062</els_id><sourcerecordid>2317887491</sourcerecordid><originalsourceid>FETCH-LOGICAL-c461t-428930961b27cf886e5a02ba6d947c1cced77d4afe5a77d2465c60255e7aed233</originalsourceid><addsrcrecordid>eNqNkE1PwzAMhiMEEmPwHyLBtSNJP5JKXNDEAGkSSIxzlKUuS2mbkqQT-_cEyoUbJ1u239f2g9AVJQtKaHHdLOBzCDtwXd2OXpsFI7SMrbKk6RGaUcHLhDFRHKMZEWWWUM75KTrzviGECEbJDLUbdWitw7vDYKOTNx6rYWgNVDhYXBkHOuAOlB8ddNAHbGvs302Pa2d0MLbHozf9G65UULFmO7yBbgCnQhTgF-i9CWYP-FmZPpyjk1q1Hi5-4xy9ru42y4dk_XT_uLxdJzoraEgyJsqUlAXdMq5rIQrIFWFbVVRlxjXVGirOq0zVsR4TlhW5LgjLc-AKKpamc3Q5-Q7Ofozgg2zs6Pq4UrKUciF4FgnN0c00pZ313kEtB2c65Q6SEvnNVzbyL1_5zVdOfKN8NckhfrI34GScgD4e9wNNVtb8z-gLaeGPOg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2317887491</pqid></control><display><type>article</type><title>Taylor hypothesis applied to direct measurement of skin friction using data from Temperature Sensitive Paint</title><source>Elsevier ScienceDirect Journals</source><creator>Miozzi, Massimo ; Di Felice, Fabio ; Klein, Christian ; Costantini, Marco</creator><creatorcontrib>Miozzi, Massimo ; Di Felice, Fabio ; Klein, Christian ; Costantini, Marco</creatorcontrib><description>•Relation between propagation celerity UU of u′ and friction velocity uτ.•Relation between propagation celerity UT of T′ and UU.•Extraction of UT from time-lag of correlation peaks occurrence.•Extraction of UT based on Taylor’s hypothesis.•Profiles and maps of friction quantities uτ and Cf. We report about the feasibility of two criteria for the direct measurement of the skin friction τ which are based on the investigation of the passive transport of temperature fluctuations, as obtained from Temperature-Sensitive Paint (TSP) data. The first criterion represents a proof-of-concept about the reliability of the use of the passive transport of temperature fluctuations Tw for the estimation of uτ. It relies on the identification of the time lag corresponding to the correlation peak between temperature time histories taken at points separated by fixed streamwise distance from the investigated location. The second criterion expands the former to check the feasibility of the skin friction measurement by means of Tw propagation celerity in a wider range of flow conditions. It is derived by minimizing the deviation from the Taylor hypothesis of the equation of transport of temperature fluctuations, which corresponds to the energy equation for incompressible flows at the investigated conditions. Firstly, a common rule about the relationships between propagation celerity UT of the temperature disturbances at the wall beneath a turbulent boundary layer and friction velocity uτ is assessed from literature. Starting from this theoretical basis, the focus is placed on the flow over the suction side of a NACA 0015 hydrofoil model and in particular on the laminar separation bubble developing on this model surface, investigated experimentally at a chord Reynolds number of Re=1.8×105 and angles of attack AoA=[1°,3°,5°,7°,10°]. The profiles of time- and spanwise-averaged UT(x) and Cf(x) (friction coefficient) are proposed and critically analyzed. Time averaged maps of the same quantities are then reported and commented as well. Paper topics are focused on:•The relationship between the propagation celerity of the velocity disturbances UU and the friction velocity uτ•The relationship between the propagation celerity of the temperature disturbances UT and UU•The algorithms for the extraction of the propagation celerity of temperature perturbations UT based on both the time lag of the correlation peak occurrence and the minimization of the deviation of transport equation for temperature fluctuations from the Taylor’s hypothesis.•The resulting profiles and maps of friction quantities uτ and Cf.</description><identifier>ISSN: 0894-1777</identifier><identifier>EISSN: 1879-2286</identifier><identifier>DOI: 10.1016/j.expthermflusci.2019.109913</identifier><language>eng</language><publisher>Philadelphia: Elsevier Inc</publisher><subject>Algorithms ; Angle of attack ; Boundary layers ; Coefficient of friction ; Computational fluid dynamics ; Criteria ; Deviation ; Disturbances ; Energy equation ; Feasibility ; Fluctuations ; Fluid flow ; Friction ; Friction measurement ; Hydrofoils ; Hypotheses ; Incompressible flow ; Investigations ; Propagation ; Propagation velocity ; Reynolds number ; Skin ; Skin friction ; Suction ; Temperature-sensitive paints ; Time lag ; Transport equations ; Turbulent boundary layer ; Velocity</subject><ispartof>Experimental thermal and fluid science, 2020-01, Vol.110, p.109913, Article 109913</ispartof><rights>2019 Elsevier Inc.</rights><rights>Copyright Elsevier Science Ltd. Jan 2020</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c461t-428930961b27cf886e5a02ba6d947c1cced77d4afe5a77d2465c60255e7aed233</citedby><cites>FETCH-LOGICAL-c461t-428930961b27cf886e5a02ba6d947c1cced77d4afe5a77d2465c60255e7aed233</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0894177719301062$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,65309</link.rule.ids></links><search><creatorcontrib>Miozzi, Massimo</creatorcontrib><creatorcontrib>Di Felice, Fabio</creatorcontrib><creatorcontrib>Klein, Christian</creatorcontrib><creatorcontrib>Costantini, Marco</creatorcontrib><title>Taylor hypothesis applied to direct measurement of skin friction using data from Temperature Sensitive Paint</title><title>Experimental thermal and fluid science</title><description>•Relation between propagation celerity UU of u′ and friction velocity uτ.•Relation between propagation celerity UT of T′ and UU.•Extraction of UT from time-lag of correlation peaks occurrence.•Extraction of UT based on Taylor’s hypothesis.•Profiles and maps of friction quantities uτ and Cf. We report about the feasibility of two criteria for the direct measurement of the skin friction τ which are based on the investigation of the passive transport of temperature fluctuations, as obtained from Temperature-Sensitive Paint (TSP) data. The first criterion represents a proof-of-concept about the reliability of the use of the passive transport of temperature fluctuations Tw for the estimation of uτ. It relies on the identification of the time lag corresponding to the correlation peak between temperature time histories taken at points separated by fixed streamwise distance from the investigated location. The second criterion expands the former to check the feasibility of the skin friction measurement by means of Tw propagation celerity in a wider range of flow conditions. It is derived by minimizing the deviation from the Taylor hypothesis of the equation of transport of temperature fluctuations, which corresponds to the energy equation for incompressible flows at the investigated conditions. Firstly, a common rule about the relationships between propagation celerity UT of the temperature disturbances at the wall beneath a turbulent boundary layer and friction velocity uτ is assessed from literature. Starting from this theoretical basis, the focus is placed on the flow over the suction side of a NACA 0015 hydrofoil model and in particular on the laminar separation bubble developing on this model surface, investigated experimentally at a chord Reynolds number of Re=1.8×105 and angles of attack AoA=[1°,3°,5°,7°,10°]. The profiles of time- and spanwise-averaged UT(x) and Cf(x) (friction coefficient) are proposed and critically analyzed. Time averaged maps of the same quantities are then reported and commented as well. Paper topics are focused on:•The relationship between the propagation celerity of the velocity disturbances UU and the friction velocity uτ•The relationship between the propagation celerity of the temperature disturbances UT and UU•The algorithms for the extraction of the propagation celerity of temperature perturbations UT based on both the time lag of the correlation peak occurrence and the minimization of the deviation of transport equation for temperature fluctuations from the Taylor’s hypothesis.•The resulting profiles and maps of friction quantities uτ and Cf.</description><subject>Algorithms</subject><subject>Angle of attack</subject><subject>Boundary layers</subject><subject>Coefficient of friction</subject><subject>Computational fluid dynamics</subject><subject>Criteria</subject><subject>Deviation</subject><subject>Disturbances</subject><subject>Energy equation</subject><subject>Feasibility</subject><subject>Fluctuations</subject><subject>Fluid flow</subject><subject>Friction</subject><subject>Friction measurement</subject><subject>Hydrofoils</subject><subject>Hypotheses</subject><subject>Incompressible flow</subject><subject>Investigations</subject><subject>Propagation</subject><subject>Propagation velocity</subject><subject>Reynolds number</subject><subject>Skin</subject><subject>Skin friction</subject><subject>Suction</subject><subject>Temperature-sensitive paints</subject><subject>Time lag</subject><subject>Transport equations</subject><subject>Turbulent boundary layer</subject><subject>Velocity</subject><issn>0894-1777</issn><issn>1879-2286</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNqNkE1PwzAMhiMEEmPwHyLBtSNJP5JKXNDEAGkSSIxzlKUuS2mbkqQT-_cEyoUbJ1u239f2g9AVJQtKaHHdLOBzCDtwXd2OXpsFI7SMrbKk6RGaUcHLhDFRHKMZEWWWUM75KTrzviGECEbJDLUbdWitw7vDYKOTNx6rYWgNVDhYXBkHOuAOlB8ddNAHbGvs302Pa2d0MLbHozf9G65UULFmO7yBbgCnQhTgF-i9CWYP-FmZPpyjk1q1Hi5-4xy9ru42y4dk_XT_uLxdJzoraEgyJsqUlAXdMq5rIQrIFWFbVVRlxjXVGirOq0zVsR4TlhW5LgjLc-AKKpamc3Q5-Q7Ofozgg2zs6Pq4UrKUciF4FgnN0c00pZ313kEtB2c65Q6SEvnNVzbyL1_5zVdOfKN8NckhfrI34GScgD4e9wNNVtb8z-gLaeGPOg</recordid><startdate>202001</startdate><enddate>202001</enddate><creator>Miozzi, Massimo</creator><creator>Di Felice, Fabio</creator><creator>Klein, Christian</creator><creator>Costantini, Marco</creator><general>Elsevier Inc</general><general>Elsevier Science Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7TB</scope><scope>7U5</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H8D</scope><scope>KR7</scope><scope>L7M</scope></search><sort><creationdate>202001</creationdate><title>Taylor hypothesis applied to direct measurement of skin friction using data from Temperature Sensitive Paint</title><author>Miozzi, Massimo ; Di Felice, Fabio ; Klein, Christian ; Costantini, Marco</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c461t-428930961b27cf886e5a02ba6d947c1cced77d4afe5a77d2465c60255e7aed233</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Algorithms</topic><topic>Angle of attack</topic><topic>Boundary layers</topic><topic>Coefficient of friction</topic><topic>Computational fluid dynamics</topic><topic>Criteria</topic><topic>Deviation</topic><topic>Disturbances</topic><topic>Energy equation</topic><topic>Feasibility</topic><topic>Fluctuations</topic><topic>Fluid flow</topic><topic>Friction</topic><topic>Friction measurement</topic><topic>Hydrofoils</topic><topic>Hypotheses</topic><topic>Incompressible flow</topic><topic>Investigations</topic><topic>Propagation</topic><topic>Propagation velocity</topic><topic>Reynolds number</topic><topic>Skin</topic><topic>Skin friction</topic><topic>Suction</topic><topic>Temperature-sensitive paints</topic><topic>Time lag</topic><topic>Transport equations</topic><topic>Turbulent boundary layer</topic><topic>Velocity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Miozzi, Massimo</creatorcontrib><creatorcontrib>Di Felice, Fabio</creatorcontrib><creatorcontrib>Klein, Christian</creatorcontrib><creatorcontrib>Costantini, Marco</creatorcontrib><collection>CrossRef</collection><collection>Aqualine</collection><collection>Mechanical &amp; Transportation Engineering Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Experimental thermal and fluid science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Miozzi, Massimo</au><au>Di Felice, Fabio</au><au>Klein, Christian</au><au>Costantini, Marco</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Taylor hypothesis applied to direct measurement of skin friction using data from Temperature Sensitive Paint</atitle><jtitle>Experimental thermal and fluid science</jtitle><date>2020-01</date><risdate>2020</risdate><volume>110</volume><spage>109913</spage><pages>109913-</pages><artnum>109913</artnum><issn>0894-1777</issn><eissn>1879-2286</eissn><abstract>•Relation between propagation celerity UU of u′ and friction velocity uτ.•Relation between propagation celerity UT of T′ and UU.•Extraction of UT from time-lag of correlation peaks occurrence.•Extraction of UT based on Taylor’s hypothesis.•Profiles and maps of friction quantities uτ and Cf. We report about the feasibility of two criteria for the direct measurement of the skin friction τ which are based on the investigation of the passive transport of temperature fluctuations, as obtained from Temperature-Sensitive Paint (TSP) data. The first criterion represents a proof-of-concept about the reliability of the use of the passive transport of temperature fluctuations Tw for the estimation of uτ. It relies on the identification of the time lag corresponding to the correlation peak between temperature time histories taken at points separated by fixed streamwise distance from the investigated location. The second criterion expands the former to check the feasibility of the skin friction measurement by means of Tw propagation celerity in a wider range of flow conditions. It is derived by minimizing the deviation from the Taylor hypothesis of the equation of transport of temperature fluctuations, which corresponds to the energy equation for incompressible flows at the investigated conditions. Firstly, a common rule about the relationships between propagation celerity UT of the temperature disturbances at the wall beneath a turbulent boundary layer and friction velocity uτ is assessed from literature. Starting from this theoretical basis, the focus is placed on the flow over the suction side of a NACA 0015 hydrofoil model and in particular on the laminar separation bubble developing on this model surface, investigated experimentally at a chord Reynolds number of Re=1.8×105 and angles of attack AoA=[1°,3°,5°,7°,10°]. The profiles of time- and spanwise-averaged UT(x) and Cf(x) (friction coefficient) are proposed and critically analyzed. Time averaged maps of the same quantities are then reported and commented as well. Paper topics are focused on:•The relationship between the propagation celerity of the velocity disturbances UU and the friction velocity uτ•The relationship between the propagation celerity of the temperature disturbances UT and UU•The algorithms for the extraction of the propagation celerity of temperature perturbations UT based on both the time lag of the correlation peak occurrence and the minimization of the deviation of transport equation for temperature fluctuations from the Taylor’s hypothesis.•The resulting profiles and maps of friction quantities uτ and Cf.</abstract><cop>Philadelphia</cop><pub>Elsevier Inc</pub><doi>10.1016/j.expthermflusci.2019.109913</doi></addata></record>
fulltext fulltext
identifier ISSN: 0894-1777
ispartof Experimental thermal and fluid science, 2020-01, Vol.110, p.109913, Article 109913
issn 0894-1777
1879-2286
language eng
recordid cdi_proquest_journals_2317887491
source Elsevier ScienceDirect Journals
subjects Algorithms
Angle of attack
Boundary layers
Coefficient of friction
Computational fluid dynamics
Criteria
Deviation
Disturbances
Energy equation
Feasibility
Fluctuations
Fluid flow
Friction
Friction measurement
Hydrofoils
Hypotheses
Incompressible flow
Investigations
Propagation
Propagation velocity
Reynolds number
Skin
Skin friction
Suction
Temperature-sensitive paints
Time lag
Transport equations
Turbulent boundary layer
Velocity
title Taylor hypothesis applied to direct measurement of skin friction using data from Temperature Sensitive Paint
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-24T08%3A11%3A47IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Taylor%20hypothesis%20applied%20to%20direct%20measurement%20of%20skin%20friction%20using%20data%20from%20Temperature%20Sensitive%20Paint&rft.jtitle=Experimental%20thermal%20and%20fluid%20science&rft.au=Miozzi,%20Massimo&rft.date=2020-01&rft.volume=110&rft.spage=109913&rft.pages=109913-&rft.artnum=109913&rft.issn=0894-1777&rft.eissn=1879-2286&rft_id=info:doi/10.1016/j.expthermflusci.2019.109913&rft_dat=%3Cproquest_cross%3E2317887491%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2317887491&rft_id=info:pmid/&rft_els_id=S0894177719301062&rfr_iscdi=true