Numerical study on the turbulent mixing in channel with Large Eddy Simulation (LES) using spectral element method
•Gap vortex street phenomena studied in this paper with Nek5000 CFD software using LES model.•Model validation was done by comparing with DNS reference in wall channel case.•In single rod case,turbulent mixing characteristics were revealed.•Turbulent mixing coefficientwas validated both experimental...
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Veröffentlicht in: | Nuclear engineering and design 2019-07, Vol.348, p.169-176 |
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creator | Ju, Haoran Wang, Mingjun Chen, Chong Zhao, Xiaohan Zhao, Minfu Tian, Wenxi Su, G.H. Qiu, Suizheng |
description | •Gap vortex street phenomena studied in this paper with Nek5000 CFD software using LES model.•Model validation was done by comparing with DNS reference in wall channel case.•In single rod case,turbulent mixing characteristics were revealed.•Turbulent mixing coefficientwas validated both experimentally and theoretically.•FFT analysis was employed to display the quasi periodic characteristic.
Turbulent mixing is an important thermal hydraulic phenomenon in the reactor core rod bundles and it leads to strong momentum and energy transfer among adjacent subchannels in fuel assembly. Generally, turbulent mixing coefficient is usually referred to describe turbulent effect, which commonly sets to a constant or calculated utilizing Reynolds number dependent fitting correlations based on experimental data.
In this paper, a high-scalable and high-performance spectral element method combining with high passed filtered Large Eddy Simulation (LES) model has been proposed to simulate the turbulent flow through parallel wall channel and square channel with a cylindrical rod for single-phase flow. In the parallel wall channel case, mesh sensitivity analysis and model validation were accomplished by comparing the simulation data with DNS references utilizing key parameters such as velocity profile and stresses in the near wall region. Meanwhile, for the square channel with a cylindrical rod case, instantaneous lateral velocity monitored in the gap center has been compared with the experimental data with different Reynolds numbers and geometric conditions. From the simulation approach, both the absolute oscillation amplitude and the oscillation frequency increase with the pitch diameter ratio. Finally, the simulation results of turbulent mixing coefficient dependent on Reynolds number were validated with both experimental and theoretic references to demonstrate the feasibility of spectral element method combining with LES model. The root mean square (RMS) value of lateral fluctuating velocity was adopted to reflect the effective mixing capability, predicting the turbulent mixing phenomena with a reasonable degree of accuracy from the specific calculation strategy. Fast Fourier Transform (FFT) also performed and got an agreement with reference data. |
doi_str_mv | 10.1016/j.nucengdes.2019.04.017 |
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Turbulent mixing is an important thermal hydraulic phenomenon in the reactor core rod bundles and it leads to strong momentum and energy transfer among adjacent subchannels in fuel assembly. Generally, turbulent mixing coefficient is usually referred to describe turbulent effect, which commonly sets to a constant or calculated utilizing Reynolds number dependent fitting correlations based on experimental data.
In this paper, a high-scalable and high-performance spectral element method combining with high passed filtered Large Eddy Simulation (LES) model has been proposed to simulate the turbulent flow through parallel wall channel and square channel with a cylindrical rod for single-phase flow. In the parallel wall channel case, mesh sensitivity analysis and model validation were accomplished by comparing the simulation data with DNS references utilizing key parameters such as velocity profile and stresses in the near wall region. Meanwhile, for the square channel with a cylindrical rod case, instantaneous lateral velocity monitored in the gap center has been compared with the experimental data with different Reynolds numbers and geometric conditions. From the simulation approach, both the absolute oscillation amplitude and the oscillation frequency increase with the pitch diameter ratio. Finally, the simulation results of turbulent mixing coefficient dependent on Reynolds number were validated with both experimental and theoretic references to demonstrate the feasibility of spectral element method combining with LES model. The root mean square (RMS) value of lateral fluctuating velocity was adopted to reflect the effective mixing capability, predicting the turbulent mixing phenomena with a reasonable degree of accuracy from the specific calculation strategy. Fast Fourier Transform (FFT) also performed and got an agreement with reference data.</description><identifier>ISSN: 0029-5493</identifier><identifier>EISSN: 1872-759X</identifier><identifier>DOI: 10.1016/j.nucengdes.2019.04.017</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>CFD validation ; Computational fluid dynamics ; Computer simulation ; Energy transfer ; Experimental data ; Fast Fourier transformations ; Feasibility studies ; Finite element method ; Fluid flow ; Fourier transforms ; Large eddy simulation ; LES ; Nuclear fuels ; Reynolds number ; Sensitivity analysis ; Simulation ; Single-phase flow ; Spectra ; Spectral element method ; Turbulent flow ; Turbulent mixing ; Variations ; Velocity ; Velocity distribution ; Vortices</subject><ispartof>Nuclear engineering and design, 2019-07, Vol.348, p.169-176</ispartof><rights>2019 Elsevier B.V.</rights><rights>Copyright Elsevier BV Jul 2019</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c343t-db5161550433907b501beb4f535700987836f01eec5b79b7316cd8aaf49f0fbc3</citedby><cites>FETCH-LOGICAL-c343t-db5161550433907b501beb4f535700987836f01eec5b79b7316cd8aaf49f0fbc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0029549318311634$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,65309</link.rule.ids></links><search><creatorcontrib>Ju, Haoran</creatorcontrib><creatorcontrib>Wang, Mingjun</creatorcontrib><creatorcontrib>Chen, Chong</creatorcontrib><creatorcontrib>Zhao, Xiaohan</creatorcontrib><creatorcontrib>Zhao, Minfu</creatorcontrib><creatorcontrib>Tian, Wenxi</creatorcontrib><creatorcontrib>Su, G.H.</creatorcontrib><creatorcontrib>Qiu, Suizheng</creatorcontrib><title>Numerical study on the turbulent mixing in channel with Large Eddy Simulation (LES) using spectral element method</title><title>Nuclear engineering and design</title><description>•Gap vortex street phenomena studied in this paper with Nek5000 CFD software using LES model.•Model validation was done by comparing with DNS reference in wall channel case.•In single rod case,turbulent mixing characteristics were revealed.•Turbulent mixing coefficientwas validated both experimentally and theoretically.•FFT analysis was employed to display the quasi periodic characteristic.
Turbulent mixing is an important thermal hydraulic phenomenon in the reactor core rod bundles and it leads to strong momentum and energy transfer among adjacent subchannels in fuel assembly. Generally, turbulent mixing coefficient is usually referred to describe turbulent effect, which commonly sets to a constant or calculated utilizing Reynolds number dependent fitting correlations based on experimental data.
In this paper, a high-scalable and high-performance spectral element method combining with high passed filtered Large Eddy Simulation (LES) model has been proposed to simulate the turbulent flow through parallel wall channel and square channel with a cylindrical rod for single-phase flow. In the parallel wall channel case, mesh sensitivity analysis and model validation were accomplished by comparing the simulation data with DNS references utilizing key parameters such as velocity profile and stresses in the near wall region. Meanwhile, for the square channel with a cylindrical rod case, instantaneous lateral velocity monitored in the gap center has been compared with the experimental data with different Reynolds numbers and geometric conditions. From the simulation approach, both the absolute oscillation amplitude and the oscillation frequency increase with the pitch diameter ratio. Finally, the simulation results of turbulent mixing coefficient dependent on Reynolds number were validated with both experimental and theoretic references to demonstrate the feasibility of spectral element method combining with LES model. The root mean square (RMS) value of lateral fluctuating velocity was adopted to reflect the effective mixing capability, predicting the turbulent mixing phenomena with a reasonable degree of accuracy from the specific calculation strategy. Fast Fourier Transform (FFT) also performed and got an agreement with reference data.</description><subject>CFD validation</subject><subject>Computational fluid dynamics</subject><subject>Computer simulation</subject><subject>Energy transfer</subject><subject>Experimental data</subject><subject>Fast Fourier transformations</subject><subject>Feasibility studies</subject><subject>Finite element method</subject><subject>Fluid flow</subject><subject>Fourier transforms</subject><subject>Large eddy simulation</subject><subject>LES</subject><subject>Nuclear fuels</subject><subject>Reynolds number</subject><subject>Sensitivity analysis</subject><subject>Simulation</subject><subject>Single-phase flow</subject><subject>Spectra</subject><subject>Spectral element method</subject><subject>Turbulent flow</subject><subject>Turbulent mixing</subject><subject>Variations</subject><subject>Velocity</subject><subject>Velocity distribution</subject><subject>Vortices</subject><issn>0029-5493</issn><issn>1872-759X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNqFkEtPwzAQhC0EEqXwG7DEBQ4JdhzHybFC5SFVcAAkblbibFpXidP6wePf41LElb3sZb7ZnUHonJKUElpcr1MTFJhlCy7NCK1SkqeEigM0oaXIEsGrt0M0ISSrEp5X7BidOLcmu6myCdo-hgGsVnWPnQ_tFx4N9ivAPtgm9GA8HvSnNkusDVar2hjo8Yf2K7yo7RLwvI3Isx5CX3sd0cvF_PkKB7cj3AaUt9EYehh-nMCvxvYUHXV17-Dsd0_R6-385eY-WTzdPdzMFoliOfNJ23BaUM5JzlhFRMMJbaDJO864iK-XomRFRyiA4o2oGsFoodqyrru86kjXKDZFF3vfjR23AZyX6zFYE0_KLGMkK3mR5VEl9iplR-csdHJj9VDbL0mJ3PUr1_KvX7nrV5Jcxn4jOduTEEO8a7DSKQ1GQattDC7bUf_r8Q3J9Yjg</recordid><startdate>201907</startdate><enddate>201907</enddate><creator>Ju, Haoran</creator><creator>Wang, Mingjun</creator><creator>Chen, Chong</creator><creator>Zhao, Xiaohan</creator><creator>Zhao, Minfu</creator><creator>Tian, Wenxi</creator><creator>Su, G.H.</creator><creator>Qiu, Suizheng</creator><general>Elsevier B.V</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7ST</scope><scope>7TB</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope><scope>SOI</scope></search><sort><creationdate>201907</creationdate><title>Numerical study on the turbulent mixing in channel with Large Eddy Simulation (LES) using spectral element method</title><author>Ju, Haoran ; Wang, Mingjun ; Chen, Chong ; Zhao, Xiaohan ; Zhao, Minfu ; Tian, Wenxi ; Su, G.H. ; Qiu, Suizheng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c343t-db5161550433907b501beb4f535700987836f01eec5b79b7316cd8aaf49f0fbc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>CFD validation</topic><topic>Computational fluid dynamics</topic><topic>Computer simulation</topic><topic>Energy transfer</topic><topic>Experimental data</topic><topic>Fast Fourier transformations</topic><topic>Feasibility studies</topic><topic>Finite element method</topic><topic>Fluid flow</topic><topic>Fourier transforms</topic><topic>Large eddy simulation</topic><topic>LES</topic><topic>Nuclear fuels</topic><topic>Reynolds number</topic><topic>Sensitivity analysis</topic><topic>Simulation</topic><topic>Single-phase flow</topic><topic>Spectra</topic><topic>Spectral element method</topic><topic>Turbulent flow</topic><topic>Turbulent mixing</topic><topic>Variations</topic><topic>Velocity</topic><topic>Velocity distribution</topic><topic>Vortices</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ju, Haoran</creatorcontrib><creatorcontrib>Wang, Mingjun</creatorcontrib><creatorcontrib>Chen, Chong</creatorcontrib><creatorcontrib>Zhao, Xiaohan</creatorcontrib><creatorcontrib>Zhao, Minfu</creatorcontrib><creatorcontrib>Tian, Wenxi</creatorcontrib><creatorcontrib>Su, G.H.</creatorcontrib><creatorcontrib>Qiu, Suizheng</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Environment Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Environment Abstracts</collection><jtitle>Nuclear engineering and design</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ju, Haoran</au><au>Wang, Mingjun</au><au>Chen, Chong</au><au>Zhao, Xiaohan</au><au>Zhao, Minfu</au><au>Tian, Wenxi</au><au>Su, G.H.</au><au>Qiu, Suizheng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Numerical study on the turbulent mixing in channel with Large Eddy Simulation (LES) using spectral element method</atitle><jtitle>Nuclear engineering and design</jtitle><date>2019-07</date><risdate>2019</risdate><volume>348</volume><spage>169</spage><epage>176</epage><pages>169-176</pages><issn>0029-5493</issn><eissn>1872-759X</eissn><abstract>•Gap vortex street phenomena studied in this paper with Nek5000 CFD software using LES model.•Model validation was done by comparing with DNS reference in wall channel case.•In single rod case,turbulent mixing characteristics were revealed.•Turbulent mixing coefficientwas validated both experimentally and theoretically.•FFT analysis was employed to display the quasi periodic characteristic.
Turbulent mixing is an important thermal hydraulic phenomenon in the reactor core rod bundles and it leads to strong momentum and energy transfer among adjacent subchannels in fuel assembly. Generally, turbulent mixing coefficient is usually referred to describe turbulent effect, which commonly sets to a constant or calculated utilizing Reynolds number dependent fitting correlations based on experimental data.
In this paper, a high-scalable and high-performance spectral element method combining with high passed filtered Large Eddy Simulation (LES) model has been proposed to simulate the turbulent flow through parallel wall channel and square channel with a cylindrical rod for single-phase flow. In the parallel wall channel case, mesh sensitivity analysis and model validation were accomplished by comparing the simulation data with DNS references utilizing key parameters such as velocity profile and stresses in the near wall region. Meanwhile, for the square channel with a cylindrical rod case, instantaneous lateral velocity monitored in the gap center has been compared with the experimental data with different Reynolds numbers and geometric conditions. From the simulation approach, both the absolute oscillation amplitude and the oscillation frequency increase with the pitch diameter ratio. Finally, the simulation results of turbulent mixing coefficient dependent on Reynolds number were validated with both experimental and theoretic references to demonstrate the feasibility of spectral element method combining with LES model. The root mean square (RMS) value of lateral fluctuating velocity was adopted to reflect the effective mixing capability, predicting the turbulent mixing phenomena with a reasonable degree of accuracy from the specific calculation strategy. Fast Fourier Transform (FFT) also performed and got an agreement with reference data.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.nucengdes.2019.04.017</doi><tpages>8</tpages></addata></record> |
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subjects | CFD validation Computational fluid dynamics Computer simulation Energy transfer Experimental data Fast Fourier transformations Feasibility studies Finite element method Fluid flow Fourier transforms Large eddy simulation LES Nuclear fuels Reynolds number Sensitivity analysis Simulation Single-phase flow Spectra Spectral element method Turbulent flow Turbulent mixing Variations Velocity Velocity distribution Vortices |
title | Numerical study on the turbulent mixing in channel with Large Eddy Simulation (LES) using spectral element method |
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