Robust Design Optimization of Dual Thrust Solid Propellant Motors due to Burning Rate Uncertainties
Solid rocket motor design becomes a clamant task where fusion of design and non‐design parameters may lead to various design configurations, especially under uncertainties. This paper proposes a robust design optimization method for the performance of a dual thrust solid rocket motor under investiga...
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Veröffentlicht in: | Propellants, explosives, pyrotechnics explosives, pyrotechnics, 2012-08, Vol.37 (4), p.476-488 |
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creator | Aamir Raza, Muhammad Liang, Wang |
description | Solid rocket motor design becomes a clamant task where fusion of design and non‐design parameters may lead to various design configurations, especially under uncertainties. This paper proposes a robust design optimization method for the performance of a dual thrust solid rocket motor under investigation of the propellant burning rate and grain geometry uncertainties. It was found that due to uncertainties, the burning rate varies erratically during burning surface area regression, which may lead to catastrophic failure. The present approach aims at uncertainty quantification associated with burning rate and its influence on dual thrust motor performance. A first‐order orthogonal design is applied to estimate the worst case deviation coupled with motor internal ballistics. The robustness assessment is measured directly by a mean‐variance and average difference approach. A sensitivity analysis of performance parameters is performed to analyze the effects of variation of the design parameters. A hybrid genetic algorithm and simulated annealing approach is used as optimizer. The robust design solution obtained in the form of insensitive design and performance parameters shows the effectiveness and efficiency of the proposed methodology. |
doi_str_mv | 10.1002/prep.201100060 |
format | Article |
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This paper proposes a robust design optimization method for the performance of a dual thrust solid rocket motor under investigation of the propellant burning rate and grain geometry uncertainties. It was found that due to uncertainties, the burning rate varies erratically during burning surface area regression, which may lead to catastrophic failure. The present approach aims at uncertainty quantification associated with burning rate and its influence on dual thrust motor performance. A first‐order orthogonal design is applied to estimate the worst case deviation coupled with motor internal ballistics. The robustness assessment is measured directly by a mean‐variance and average difference approach. A sensitivity analysis of performance parameters is performed to analyze the effects of variation of the design parameters. A hybrid genetic algorithm and simulated annealing approach is used as optimizer. The robust design solution obtained in the form of insensitive design and performance parameters shows the effectiveness and efficiency of the proposed methodology.</description><identifier>ISSN: 0721-3115</identifier><identifier>EISSN: 1521-4087</identifier><identifier>DOI: 10.1002/prep.201100060</identifier><language>eng</language><publisher>Weinheim: WILEY-VCH Verlag</publisher><subject>Burning rate ; Robust design optimization ; Robustness ; Solid rocket motor ; Uncertainty</subject><ispartof>Propellants, explosives, pyrotechnics, 2012-08, Vol.37 (4), p.476-488</ispartof><rights>Copyright © 2012 WILEY‐VCH Verlag GmbH & Co. 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This paper proposes a robust design optimization method for the performance of a dual thrust solid rocket motor under investigation of the propellant burning rate and grain geometry uncertainties. It was found that due to uncertainties, the burning rate varies erratically during burning surface area regression, which may lead to catastrophic failure. The present approach aims at uncertainty quantification associated with burning rate and its influence on dual thrust motor performance. A first‐order orthogonal design is applied to estimate the worst case deviation coupled with motor internal ballistics. The robustness assessment is measured directly by a mean‐variance and average difference approach. A sensitivity analysis of performance parameters is performed to analyze the effects of variation of the design parameters. A hybrid genetic algorithm and simulated annealing approach is used as optimizer. The robust design solution obtained in the form of insensitive design and performance parameters shows the effectiveness and efficiency of the proposed methodology.</description><subject>Burning rate</subject><subject>Robust design optimization</subject><subject>Robustness</subject><subject>Solid rocket motor</subject><subject>Uncertainty</subject><issn>0721-3115</issn><issn>1521-4087</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><recordid>eNqFkE1PAjEQhhujiYhePfcPLHa22y0c5VMTFIKg3pqy22J12W7aEsVf724wxJuneSd5nknmRegaSAcIiW8qp6pOTKBeSEpOUAtYDFFCuvwUtQivMwVg5-jC-3dCGgpaKFvY9c4HPFTebEo8q4LZmm8ZjC2x1Xi4kwVevrkGebKFyfHc2UoVhSwDfrDBOo_zncLB4v7Olabc4IUMCq_KTLkgTRmM8pfoTMvCq6vf2Uar8Wg5uIums8n94HYaZTTmJEoSSKRknMJarZN1nrMuxAzqX1gsda67WZZCrDlhSneBaqCK0zqnSa57GWe0jTqHu5mz3julReXMVrq9ACKaikRTkThWVAu9g_BpCrX_hxbzxWj-140OrvFBfR1d6T5Eyiln4uVxIjj0YTF-fhWE_gAExnsS</recordid><startdate>201208</startdate><enddate>201208</enddate><creator>Aamir Raza, Muhammad</creator><creator>Liang, Wang</creator><general>WILEY-VCH Verlag</general><general>WILEY‐VCH Verlag</general><scope>BSCLL</scope><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>201208</creationdate><title>Robust Design Optimization of Dual Thrust Solid Propellant Motors due to Burning Rate Uncertainties</title><author>Aamir Raza, Muhammad ; Liang, Wang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3270-4414aa5731beb4bdd58125106052afdf8cc612f705ef813f13e735ef64df9c753</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Burning rate</topic><topic>Robust design optimization</topic><topic>Robustness</topic><topic>Solid rocket motor</topic><topic>Uncertainty</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Aamir Raza, Muhammad</creatorcontrib><creatorcontrib>Liang, Wang</creatorcontrib><collection>Istex</collection><collection>CrossRef</collection><jtitle>Propellants, explosives, pyrotechnics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Aamir Raza, Muhammad</au><au>Liang, Wang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Robust Design Optimization of Dual Thrust Solid Propellant Motors due to Burning Rate Uncertainties</atitle><jtitle>Propellants, explosives, pyrotechnics</jtitle><addtitle>Propellants, Explosives, Pyrotechnics</addtitle><date>2012-08</date><risdate>2012</risdate><volume>37</volume><issue>4</issue><spage>476</spage><epage>488</epage><pages>476-488</pages><issn>0721-3115</issn><eissn>1521-4087</eissn><abstract>Solid rocket motor design becomes a clamant task where fusion of design and non‐design parameters may lead to various design configurations, especially under uncertainties. This paper proposes a robust design optimization method for the performance of a dual thrust solid rocket motor under investigation of the propellant burning rate and grain geometry uncertainties. It was found that due to uncertainties, the burning rate varies erratically during burning surface area regression, which may lead to catastrophic failure. The present approach aims at uncertainty quantification associated with burning rate and its influence on dual thrust motor performance. A first‐order orthogonal design is applied to estimate the worst case deviation coupled with motor internal ballistics. The robustness assessment is measured directly by a mean‐variance and average difference approach. A sensitivity analysis of performance parameters is performed to analyze the effects of variation of the design parameters. A hybrid genetic algorithm and simulated annealing approach is used as optimizer. The robust design solution obtained in the form of insensitive design and performance parameters shows the effectiveness and efficiency of the proposed methodology.</abstract><cop>Weinheim</cop><pub>WILEY-VCH Verlag</pub><doi>10.1002/prep.201100060</doi><tpages>13</tpages></addata></record> |
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subjects | Burning rate Robust design optimization Robustness Solid rocket motor Uncertainty |
title | Robust Design Optimization of Dual Thrust Solid Propellant Motors due to Burning Rate Uncertainties |
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