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Dependence of kinetic sensitivity direction in premixed flames
The sensitivities of turbulent combustion simulations to chemical kinetic parameters can be analyzed to understand the controlling reactions in turbulent flames and to quantify the uncertainties in simulations. However, computing the sensitivity of turbulent combustion simulations to a large number...
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Published in: | Combustion and flame 2020-10, Vol.220, p.16-22 |
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description | The sensitivities of turbulent combustion simulations to chemical kinetic parameters can be analyzed to understand the controlling reactions in turbulent flames and to quantify the uncertainties in simulations. However, computing the sensitivity of turbulent combustion simulations to a large number of kinetic parameters is still challenging. A promising approach is to estimate the sensitivity from laminar flames, especially for cases where the flamelet model is applicable. Under these conditions, the underlying hypothesis is that the sensitivity direction of the flamelet profiles is independent of the strain rate and the flame coordinate, which is the progress variable for premixed flames. In the present work, this hypothesis was tested in laminar premixed counterflow flames. We first studied the sensitivity directions of two extreme cases, the near-extinction strained flames and the freely propagating unstretched flames. It was found that the sensitivity directions of the extinction strain rate and the laminar flame speed are aligned with each other for various fuels, equivalence ratios, and pressures. We then studied the dependence of the sensitivity direction of the maximum flame temperature on the strain rate as well as the dependence of the sensitivity direction of the species profiles on the progress variable. It was found that the sensitivity direction of maximum temperature was largely independent of the strain rate. Moreover, the sensitivity directions of the temperature and species profiles were independent of the progress variable, and they were all similar to the sensitivity direction of the extinction strain rate. These findings suggest that there is a universal sensitivity direction for turbulent premixed flames and the direction can be estimated by the sensitivity direction of extinction strain rate. These conclusions will enable efficient sensitivity analysis of turbulent combustion simulations when the hypothesis is valid. |
doi_str_mv | 10.1016/j.combustflame.2020.06.027 |
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However, computing the sensitivity of turbulent combustion simulations to a large number of kinetic parameters is still challenging. A promising approach is to estimate the sensitivity from laminar flames, especially for cases where the flamelet model is applicable. Under these conditions, the underlying hypothesis is that the sensitivity direction of the flamelet profiles is independent of the strain rate and the flame coordinate, which is the progress variable for premixed flames. In the present work, this hypothesis was tested in laminar premixed counterflow flames. We first studied the sensitivity directions of two extreme cases, the near-extinction strained flames and the freely propagating unstretched flames. It was found that the sensitivity directions of the extinction strain rate and the laminar flame speed are aligned with each other for various fuels, equivalence ratios, and pressures. We then studied the dependence of the sensitivity direction of the maximum flame temperature on the strain rate as well as the dependence of the sensitivity direction of the species profiles on the progress variable. It was found that the sensitivity direction of maximum temperature was largely independent of the strain rate. Moreover, the sensitivity directions of the temperature and species profiles were independent of the progress variable, and they were all similar to the sensitivity direction of the extinction strain rate. These findings suggest that there is a universal sensitivity direction for turbulent premixed flames and the direction can be estimated by the sensitivity direction of extinction strain rate. These conclusions will enable efficient sensitivity analysis of turbulent combustion simulations when the hypothesis is valid.</description><identifier>ISSN: 0010-2180</identifier><identifier>EISSN: 1556-2921</identifier><identifier>DOI: 10.1016/j.combustflame.2020.06.027</identifier><language>eng</language><publisher>New York: Elsevier Inc</publisher><subject>Chemical reactions ; Counterflow ; Dependence ; Directional sensitivity ; Endangered & extinct species ; Extinction ; Extinction strain rate ; Extinguishing ; Flame speed ; Flame temperature ; Flamelet ; Flames ; Hypotheses ; Parameter sensitivity ; Premixed flames ; Sensitivity Analysis ; Sensitivity direction ; Simulation ; Strain rate sensitivity ; Turbulent combustion ; Turbulent flames ; Uncertainty quantification</subject><ispartof>Combustion and flame, 2020-10, Vol.220, p.16-22</ispartof><rights>2020</rights><rights>Copyright Elsevier BV Oct 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c404t-d0fe4ec6958b2593acedbc34d0956371bec514a6e3ab44c6c93aee577acb31183</citedby><cites>FETCH-LOGICAL-c404t-d0fe4ec6958b2593acedbc34d0956371bec514a6e3ab44c6c93aee577acb31183</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Ji, Weiqi</creatorcontrib><creatorcontrib>Yang, Tianwei</creatorcontrib><creatorcontrib>Ren, Zhuyin</creatorcontrib><creatorcontrib>Deng, Sili</creatorcontrib><title>Dependence of kinetic sensitivity direction in premixed flames</title><title>Combustion and flame</title><description>The sensitivities of turbulent combustion simulations to chemical kinetic parameters can be analyzed to understand the controlling reactions in turbulent flames and to quantify the uncertainties in simulations. However, computing the sensitivity of turbulent combustion simulations to a large number of kinetic parameters is still challenging. A promising approach is to estimate the sensitivity from laminar flames, especially for cases where the flamelet model is applicable. Under these conditions, the underlying hypothesis is that the sensitivity direction of the flamelet profiles is independent of the strain rate and the flame coordinate, which is the progress variable for premixed flames. In the present work, this hypothesis was tested in laminar premixed counterflow flames. We first studied the sensitivity directions of two extreme cases, the near-extinction strained flames and the freely propagating unstretched flames. It was found that the sensitivity directions of the extinction strain rate and the laminar flame speed are aligned with each other for various fuels, equivalence ratios, and pressures. We then studied the dependence of the sensitivity direction of the maximum flame temperature on the strain rate as well as the dependence of the sensitivity direction of the species profiles on the progress variable. It was found that the sensitivity direction of maximum temperature was largely independent of the strain rate. Moreover, the sensitivity directions of the temperature and species profiles were independent of the progress variable, and they were all similar to the sensitivity direction of the extinction strain rate. These findings suggest that there is a universal sensitivity direction for turbulent premixed flames and the direction can be estimated by the sensitivity direction of extinction strain rate. These conclusions will enable efficient sensitivity analysis of turbulent combustion simulations when the hypothesis is valid.</description><subject>Chemical reactions</subject><subject>Counterflow</subject><subject>Dependence</subject><subject>Directional sensitivity</subject><subject>Endangered & extinct species</subject><subject>Extinction</subject><subject>Extinction strain rate</subject><subject>Extinguishing</subject><subject>Flame speed</subject><subject>Flame temperature</subject><subject>Flamelet</subject><subject>Flames</subject><subject>Hypotheses</subject><subject>Parameter sensitivity</subject><subject>Premixed flames</subject><subject>Sensitivity Analysis</subject><subject>Sensitivity direction</subject><subject>Simulation</subject><subject>Strain rate sensitivity</subject><subject>Turbulent combustion</subject><subject>Turbulent flames</subject><subject>Uncertainty quantification</subject><issn>0010-2180</issn><issn>1556-2921</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNqNkDtPwzAUhS0EEqXwHyKYE66fSRiQUMtLqsQCs5XYN5JDEwc7reDfkxIGRqaznIfOR8glhYwCVddtZnxX7-LYbKsOMwYMMlAZsPyILKiUKmUlo8dkAUAhZbSAU3IWYwsAueB8QW7XOGBvsTeY-CZ5dz2OziQR--hGt3fjV2JdQDM63yeuT4aAnftEm_wMxnNy0lTbiBe_uiRvD_evq6d08_L4vLrbpEaAGFMLDQo0qpRFzWTJK4O2NlxYKKXiOa3RSCoqhbyqhTDKTBZEmeeVqTmlBV-Sq7l3CP5jh3HUrd-FfprUTEjOaF7kcnLdzC4TfIwBGz0E11XhS1PQB1661X956QMvDUpPvKbweg7j9GPvMOho3IHL_F9b7_5T8w0UzHuS</recordid><startdate>202010</startdate><enddate>202010</enddate><creator>Ji, Weiqi</creator><creator>Yang, Tianwei</creator><creator>Ren, Zhuyin</creator><creator>Deng, Sili</creator><general>Elsevier Inc</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>H8D</scope><scope>L7M</scope></search><sort><creationdate>202010</creationdate><title>Dependence of kinetic sensitivity direction in premixed flames</title><author>Ji, Weiqi ; Yang, Tianwei ; Ren, Zhuyin ; Deng, Sili</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c404t-d0fe4ec6958b2593acedbc34d0956371bec514a6e3ab44c6c93aee577acb31183</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Chemical reactions</topic><topic>Counterflow</topic><topic>Dependence</topic><topic>Directional sensitivity</topic><topic>Endangered & extinct species</topic><topic>Extinction</topic><topic>Extinction strain rate</topic><topic>Extinguishing</topic><topic>Flame speed</topic><topic>Flame temperature</topic><topic>Flamelet</topic><topic>Flames</topic><topic>Hypotheses</topic><topic>Parameter sensitivity</topic><topic>Premixed flames</topic><topic>Sensitivity Analysis</topic><topic>Sensitivity direction</topic><topic>Simulation</topic><topic>Strain rate sensitivity</topic><topic>Turbulent combustion</topic><topic>Turbulent flames</topic><topic>Uncertainty quantification</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ji, Weiqi</creatorcontrib><creatorcontrib>Yang, Tianwei</creatorcontrib><creatorcontrib>Ren, Zhuyin</creatorcontrib><creatorcontrib>Deng, Sili</creatorcontrib><collection>CrossRef</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Combustion and flame</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ji, Weiqi</au><au>Yang, Tianwei</au><au>Ren, Zhuyin</au><au>Deng, Sili</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Dependence of kinetic sensitivity direction in premixed flames</atitle><jtitle>Combustion and flame</jtitle><date>2020-10</date><risdate>2020</risdate><volume>220</volume><spage>16</spage><epage>22</epage><pages>16-22</pages><issn>0010-2180</issn><eissn>1556-2921</eissn><abstract>The sensitivities of turbulent combustion simulations to chemical kinetic parameters can be analyzed to understand the controlling reactions in turbulent flames and to quantify the uncertainties in simulations. 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We then studied the dependence of the sensitivity direction of the maximum flame temperature on the strain rate as well as the dependence of the sensitivity direction of the species profiles on the progress variable. It was found that the sensitivity direction of maximum temperature was largely independent of the strain rate. Moreover, the sensitivity directions of the temperature and species profiles were independent of the progress variable, and they were all similar to the sensitivity direction of the extinction strain rate. These findings suggest that there is a universal sensitivity direction for turbulent premixed flames and the direction can be estimated by the sensitivity direction of extinction strain rate. 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subjects | Chemical reactions Counterflow Dependence Directional sensitivity Endangered & extinct species Extinction Extinction strain rate Extinguishing Flame speed Flame temperature Flamelet Flames Hypotheses Parameter sensitivity Premixed flames Sensitivity Analysis Sensitivity direction Simulation Strain rate sensitivity Turbulent combustion Turbulent flames Uncertainty quantification |
title | Dependence of kinetic sensitivity direction in premixed flames |
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