Tomographic particle image velocimetry flow structures downstream of a dynamic cylindrical element in a turbulent boundary layer by multi-scale proper orthogonal decomposition
This study reports the modification of large and small scales in a turbulent boundary layer (TBL) perturbed by a dynamic cylindrical element (DCE). Tomographic particle image velocimetry (Tomo-PIV) was utilized to measure the flow fields downstream of the dynamic perturbation. By the approach of mul...
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Veröffentlicht in: | Physics of fluids (1994) 2020-12, Vol.32 (12) |
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creator | Tang, Zhanqi Fan, Ziye Ma, Xingyu Jiang, Nan Wang, Bofu Huang, Yongxiang Qiu, Xiang Zhou, Quan Lu, Zhiming Liu, Yulu |
description | This study reports the modification of large and small scales in a turbulent boundary layer (TBL) perturbed by a dynamic cylindrical element (DCE). Tomographic particle image velocimetry (Tomo-PIV) was utilized to measure the flow fields downstream of the dynamic perturbation. By the approach of multi-scale proper orthogonal decomposition (mPOD), the coherent modes relevant to the predefined frequency bands were extracted from the Tomo-PIV dataset. Then, a method was developed to construct the large- and small-scale structures and the DCE-perturbed structure based on the mPOD modes. The DCE impact on the large- and small-scale structures was elaborated by comparing with the unperturbed TBL case. The two-point correlation analysis indicated that large-scale structures appear downstream of the DCE perturbation in a short streamwise length scale. More importantly, the scale rearrangements were further examined by presenting the modulation coefficients between the large scales and small-scale energy. It revealed that even though the DCE perturbation alters the level of correlation, three different types of interaction scenario can still be observed. In the near-wall region, the large-scale structures have an amplitude modulation effect on the small-scale energy with the lower positive coefficients. The reversal scale arrangement was observed at the wall-normal height around the DCE amplitude, which could be attributed to the fluid exchange caused by the new-generated turbulent structures. In the log region, it confirmed that the inclined shear layer resides along the low-speed regions, which supported the robustness of the conceptual model of hairpin packets in the current DCE-perturbed TBL. |
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Tomographic particle image velocimetry (Tomo-PIV) was utilized to measure the flow fields downstream of the dynamic perturbation. By the approach of multi-scale proper orthogonal decomposition (mPOD), the coherent modes relevant to the predefined frequency bands were extracted from the Tomo-PIV dataset. Then, a method was developed to construct the large- and small-scale structures and the DCE-perturbed structure based on the mPOD modes. The DCE impact on the large- and small-scale structures was elaborated by comparing with the unperturbed TBL case. The two-point correlation analysis indicated that large-scale structures appear downstream of the DCE perturbation in a short streamwise length scale. More importantly, the scale rearrangements were further examined by presenting the modulation coefficients between the large scales and small-scale energy. It revealed that even though the DCE perturbation alters the level of correlation, three different types of interaction scenario can still be observed. In the near-wall region, the large-scale structures have an amplitude modulation effect on the small-scale energy with the lower positive coefficients. The reversal scale arrangement was observed at the wall-normal height around the DCE amplitude, which could be attributed to the fluid exchange caused by the new-generated turbulent structures. In the log region, it confirmed that the inclined shear layer resides along the low-speed regions, which supported the robustness of the conceptual model of hairpin packets in the current DCE-perturbed TBL.</description><identifier>ISSN: 1070-6631</identifier><identifier>EISSN: 1089-7666</identifier><identifier>DOI: 10.1063/5.0026955</identifier><identifier>CODEN: PHFLE6</identifier><language>eng</language><publisher>Melville: American Institute of Physics</publisher><subject>Amplitude modulation ; Computational fluid dynamics ; Correlation analysis ; Fluid dynamics ; Fluid flow ; Frequencies ; Low speed ; Particle image velocimetry ; Perturbation ; Physics ; Proper Orthogonal Decomposition ; Shear layers ; Turbulent boundary layer</subject><ispartof>Physics of fluids (1994), 2020-12, Vol.32 (12)</ispartof><rights>Author(s)</rights><rights>2020 Author(s). 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Tomographic particle image velocimetry (Tomo-PIV) was utilized to measure the flow fields downstream of the dynamic perturbation. By the approach of multi-scale proper orthogonal decomposition (mPOD), the coherent modes relevant to the predefined frequency bands were extracted from the Tomo-PIV dataset. Then, a method was developed to construct the large- and small-scale structures and the DCE-perturbed structure based on the mPOD modes. The DCE impact on the large- and small-scale structures was elaborated by comparing with the unperturbed TBL case. The two-point correlation analysis indicated that large-scale structures appear downstream of the DCE perturbation in a short streamwise length scale. More importantly, the scale rearrangements were further examined by presenting the modulation coefficients between the large scales and small-scale energy. It revealed that even though the DCE perturbation alters the level of correlation, three different types of interaction scenario can still be observed. In the near-wall region, the large-scale structures have an amplitude modulation effect on the small-scale energy with the lower positive coefficients. The reversal scale arrangement was observed at the wall-normal height around the DCE amplitude, which could be attributed to the fluid exchange caused by the new-generated turbulent structures. In the log region, it confirmed that the inclined shear layer resides along the low-speed regions, which supported the robustness of the conceptual model of hairpin packets in the current DCE-perturbed TBL.</description><subject>Amplitude modulation</subject><subject>Computational fluid dynamics</subject><subject>Correlation analysis</subject><subject>Fluid dynamics</subject><subject>Fluid flow</subject><subject>Frequencies</subject><subject>Low speed</subject><subject>Particle image velocimetry</subject><subject>Perturbation</subject><subject>Physics</subject><subject>Proper Orthogonal Decomposition</subject><subject>Shear layers</subject><subject>Turbulent boundary layer</subject><issn>1070-6631</issn><issn>1089-7666</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp9kctKxTAQhosoeF34BgFXCtU0bVOzFPEGgpvjukynk3MiaVOTVOlT-YrmcFy7mvmHb37mkmXnBb8uuCxv6mvOhVR1vZcdFfxW5Y2Ucn-bNzyXsiwOs-MQPjjnpRLyKPtZucGtPUwbg2wCHw1aYmaANbEvsg7NQNEvTFv3zUL0M8bZU2C9-x6TJBiY0wxYv4wwJAtcrBl7bxAsI0sDjZGZMQGprZvtVnZuHntInhYW8qxb2DDbaPKQeohN3k2p6nzcuLUbk01P6IbJBRONG0-zAw020NlfPMneHx9W98_569vTy_3da45CiZjrmiPKpip5VSiiqq_LUnYdl0XXQIOoeaeFELy6RZDQAGFXg9Kqx6Qr0OVJdrHzTfN8zhRi--Fmn8YJrahko1RTiSJRlzsKvQvBk24nn27nl7bg7fYfbd3-_SOxVzs2oImw3eUf-BdaUJDb</recordid><startdate>20201201</startdate><enddate>20201201</enddate><creator>Tang, Zhanqi</creator><creator>Fan, Ziye</creator><creator>Ma, Xingyu</creator><creator>Jiang, Nan</creator><creator>Wang, Bofu</creator><creator>Huang, Yongxiang</creator><creator>Qiu, Xiang</creator><creator>Zhou, Quan</creator><creator>Lu, Zhiming</creator><creator>Liu, Yulu</creator><general>American Institute of Physics</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FD</scope><scope>H8D</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-4964-1154</orcidid><orcidid>https://orcid.org/0000-0001-6488-6275</orcidid><orcidid>https://orcid.org/0000-0003-2394-4461</orcidid><orcidid>https://orcid.org/0000-0002-0411-7228</orcidid><orcidid>https://orcid.org/0000-0002-5631-2949</orcidid></search><sort><creationdate>20201201</creationdate><title>Tomographic particle image velocimetry flow structures downstream of a dynamic cylindrical element in a turbulent boundary layer by multi-scale proper orthogonal decomposition</title><author>Tang, Zhanqi ; Fan, Ziye ; Ma, Xingyu ; Jiang, Nan ; Wang, Bofu ; Huang, Yongxiang ; Qiu, Xiang ; Zhou, Quan ; Lu, Zhiming ; Liu, Yulu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c292t-f50cc67430419ee4d5336bb061b7a7ccf0bf222048ca6a7aecb5a9f9dcca64af3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Amplitude modulation</topic><topic>Computational fluid dynamics</topic><topic>Correlation analysis</topic><topic>Fluid dynamics</topic><topic>Fluid flow</topic><topic>Frequencies</topic><topic>Low speed</topic><topic>Particle image velocimetry</topic><topic>Perturbation</topic><topic>Physics</topic><topic>Proper Orthogonal Decomposition</topic><topic>Shear layers</topic><topic>Turbulent boundary layer</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tang, Zhanqi</creatorcontrib><creatorcontrib>Fan, Ziye</creatorcontrib><creatorcontrib>Ma, Xingyu</creatorcontrib><creatorcontrib>Jiang, Nan</creatorcontrib><creatorcontrib>Wang, Bofu</creatorcontrib><creatorcontrib>Huang, Yongxiang</creatorcontrib><creatorcontrib>Qiu, Xiang</creatorcontrib><creatorcontrib>Zhou, Quan</creatorcontrib><creatorcontrib>Lu, Zhiming</creatorcontrib><creatorcontrib>Liu, Yulu</creatorcontrib><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Physics of fluids (1994)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tang, Zhanqi</au><au>Fan, Ziye</au><au>Ma, Xingyu</au><au>Jiang, Nan</au><au>Wang, Bofu</au><au>Huang, Yongxiang</au><au>Qiu, Xiang</au><au>Zhou, Quan</au><au>Lu, Zhiming</au><au>Liu, Yulu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Tomographic particle image velocimetry flow structures downstream of a dynamic cylindrical element in a turbulent boundary layer by multi-scale proper orthogonal decomposition</atitle><jtitle>Physics of fluids (1994)</jtitle><date>2020-12-01</date><risdate>2020</risdate><volume>32</volume><issue>12</issue><issn>1070-6631</issn><eissn>1089-7666</eissn><coden>PHFLE6</coden><abstract>This study reports the modification of large and small scales in a turbulent boundary layer (TBL) perturbed by a dynamic cylindrical element (DCE). Tomographic particle image velocimetry (Tomo-PIV) was utilized to measure the flow fields downstream of the dynamic perturbation. By the approach of multi-scale proper orthogonal decomposition (mPOD), the coherent modes relevant to the predefined frequency bands were extracted from the Tomo-PIV dataset. Then, a method was developed to construct the large- and small-scale structures and the DCE-perturbed structure based on the mPOD modes. The DCE impact on the large- and small-scale structures was elaborated by comparing with the unperturbed TBL case. The two-point correlation analysis indicated that large-scale structures appear downstream of the DCE perturbation in a short streamwise length scale. More importantly, the scale rearrangements were further examined by presenting the modulation coefficients between the large scales and small-scale energy. It revealed that even though the DCE perturbation alters the level of correlation, three different types of interaction scenario can still be observed. In the near-wall region, the large-scale structures have an amplitude modulation effect on the small-scale energy with the lower positive coefficients. The reversal scale arrangement was observed at the wall-normal height around the DCE amplitude, which could be attributed to the fluid exchange caused by the new-generated turbulent structures. In the log region, it confirmed that the inclined shear layer resides along the low-speed regions, which supported the robustness of the conceptual model of hairpin packets in the current DCE-perturbed TBL.</abstract><cop>Melville</cop><pub>American Institute of Physics</pub><doi>10.1063/5.0026955</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0002-4964-1154</orcidid><orcidid>https://orcid.org/0000-0001-6488-6275</orcidid><orcidid>https://orcid.org/0000-0003-2394-4461</orcidid><orcidid>https://orcid.org/0000-0002-0411-7228</orcidid><orcidid>https://orcid.org/0000-0002-5631-2949</orcidid></addata></record> |
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subjects | Amplitude modulation Computational fluid dynamics Correlation analysis Fluid dynamics Fluid flow Frequencies Low speed Particle image velocimetry Perturbation Physics Proper Orthogonal Decomposition Shear layers Turbulent boundary layer |
title | Tomographic particle image velocimetry flow structures downstream of a dynamic cylindrical element in a turbulent boundary layer by multi-scale proper orthogonal decomposition |
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