Fluid-Structure Impact Modeling and Risk Assessment
Fluid-structure impact analysis is a topic of increasing interest to engineers and designers in the shipbuilding and aerospace industries, and recent advances in the availability of computational power have allowed for risk assessments of these types of problems to be conducted. The space shuttle so...
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ndltd-VANDERBILT-oai-VANDERBILTETD-etd-07252009-2325352013-01-08T17:16:33Z Fluid-Structure Impact Modeling and Risk Assessment Mitchell, Kenneth Ned Civil Engineering Fluid-structure impact analysis is a topic of increasing interest to engineers and designers in the shipbuilding and aerospace industries, and recent advances in the availability of computational power have allowed for risk assessments of these types of problems to be conducted. The space shuttle solid rocket booster (SRB) splashdown event is one example of a complex structural system experiencing damage as a result of water impact. NASA witnessed several instances of the damage to the forward skirt of the SRB following shuttle launches in the 1990s. However, initial risk assessments of SRB impact based upon finite element modeling produced predictions that did not agree with the observed frequency of damage. The discrepancy was attributed to model uncertainty, computational approximations in the coupled fluid and structural domains, and uncertainty regarding the structural failure definition. The research presented herein addresses these issues through a systematic model development and validation framework for fluid-structure impact analysis. The details of the finite element approach for modeling of the SRB splashdown sequence are presented, along with a systematic approach for mesh refinement in the fluid and structural analysis domains. A model validation exercise is conducted using laboratory experimental data obtained with a small-scale aluminum cylinder and water drop tank, thus lending increased confidence in the corresponding finite element model prediction. The buckling nature of the SRB forward skirt damage is investigated through nonlinear finite element analysis in order to develop an improved failure definition, and this new limit state results in a failure rate prediction that is in agreement with the observed frequency of damage. Finally, a methodology based upon Bayesian networks is presented for quantifying any increased confidence in the SRB splashdown model prediction based upon the experimental cylinder test data, using concepts of similitude and dimensional analysis. Sankaran Mahadevan Prodyot K. Basu Eric J. Barth Carol A. Rubin VANDERBILT 2009-07-29 text application/pdf http://etd.library.vanderbilt.edu/available/etd-07252009-232535/ http://etd.library.vanderbilt.edu/available/etd-07252009-232535/ en unrestricted I hereby certify that, if appropriate, I have obtained and attached hereto a written permission statement from the owner(s) of each third party copyrighted matter to be included in my thesis, dissertation, or project report, allowing distribution as specified below. I certify that the version I submitted is the same as that approved by my advisory committee. I hereby grant to Vanderbilt University or its agents the non-exclusive license to archive and make accessible, under the conditions specified below, my thesis, dissertation, or project report in whole or in part in all forms of media, now or hereafter known. I retain all other ownership rights to the copyright of the thesis, dissertation or project report. I also retain the right to use in future works (such as articles or books) all or part of this thesis, dissertation, or project report. |
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Civil Engineering Mitchell, Kenneth Ned Fluid-Structure Impact Modeling and Risk Assessment |
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Fluid-structure impact analysis is a topic of increasing interest to engineers and designers in the shipbuilding and aerospace industries, and recent advances in the availability of computational power have allowed for risk assessments of these types of problems to be conducted. The space shuttle solid rocket booster (SRB) splashdown event is one example of a complex structural system experiencing damage as a result of water impact. NASA witnessed several instances of the damage to the forward skirt of the SRB following shuttle launches in the 1990s. However, initial risk assessments of SRB impact based upon finite element modeling produced predictions that did not agree with the observed frequency of damage. The discrepancy was attributed to model uncertainty, computational approximations in the coupled fluid and structural domains, and uncertainty regarding the structural failure definition. The research presented herein addresses these issues through a systematic model development and validation framework for fluid-structure impact analysis. The details of the finite element approach for modeling of the SRB splashdown sequence are presented, along with a systematic approach for mesh refinement in the fluid and structural analysis domains. A model validation exercise is conducted using laboratory experimental data obtained with a small-scale aluminum cylinder and water drop tank, thus lending increased confidence in the corresponding finite element model prediction. The buckling nature of the SRB forward skirt damage is investigated through nonlinear finite element analysis in order to develop an improved failure definition, and this new limit state results in a failure rate prediction that is in agreement with the observed frequency of damage. Finally, a methodology based upon Bayesian networks is presented for quantifying any increased confidence in the SRB splashdown model prediction based upon the experimental cylinder test data, using concepts of similitude and dimensional analysis. |
author2 |
Sankaran Mahadevan |
author_facet |
Sankaran Mahadevan Mitchell, Kenneth Ned |
author |
Mitchell, Kenneth Ned |
author_sort |
Mitchell, Kenneth Ned |
title |
Fluid-Structure Impact Modeling and Risk Assessment |
title_short |
Fluid-Structure Impact Modeling and Risk Assessment |
title_full |
Fluid-Structure Impact Modeling and Risk Assessment |
title_fullStr |
Fluid-Structure Impact Modeling and Risk Assessment |
title_full_unstemmed |
Fluid-Structure Impact Modeling and Risk Assessment |
title_sort |
fluid-structure impact modeling and risk assessment |
publisher |
VANDERBILT |
publishDate |
2009 |
url |
http://etd.library.vanderbilt.edu/available/etd-07252009-232535/ |
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AT mitchellkennethned fluidstructureimpactmodelingandriskassessment |
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