The Effect of FEM Mesh Density on the Failure Probability Analysis of Structures
In the analysis of finite elements, mesh density can highly influence the accuracy of the results. Hence, researchers consider the determination and refinement of mesh an attractive issue. However, the subject has not been suitably investigated for the reliability evaluation of structures. This pape...
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Published in | KSCE journal of civil engineering Vol. 22; no. 7; pp. 2370 - 2383 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Seoul
Korean Society of Civil Engineers
01.07.2018
Springer Nature B.V 대한토목학회 |
Subjects | |
Online Access | Get full text |
ISSN | 1226-7988 1976-3808 |
DOI | 10.1007/s12205-017-1437-5 |
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Abstract | In the analysis of finite elements, mesh density can highly influence the accuracy of the results. Hence, researchers consider the determination and refinement of mesh an attractive issue. However, the subject has not been suitably investigated for the reliability evaluation of structures. This paper investigates the effects of mesh density on the reliability evaluation and the reliability-based sensitivity of structures. For this purpose, two common engineering problems modeled by Finite Element Method (FEM), with different mesh densities and their reliability results determined by Monte Carlo simulation and polynomial Response Surface Methodology (RSM). The analytical solutions to the proposed problems were present in the literature. Hence, the effects of the FEM mesh densities on the reliability results could be compared with the theoretical results. The outcomes based on the FEM results showed that RSM can very accurately evaluate the performance of these structures. However, the main achievement of the study was the finding that though a determined mesh density can be considered acceptable from the deterministic analysis viewpoint, its employment in reliability analysis could produce 100% error in estimating the failure probability of a structure. |
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AbstractList | In the analysis of finite elements, mesh density can highly influence the accuracy of the results. Hence, researchers consider the determination and refinement of mesh an attractive issue. However, the subject has not been suitably investigated for the reliability evaluation of structures. This paper investigates the effects of mesh density on the reliability evaluation and the reliability-based sensitivity of structures. For this purpose, two common engineering problems modeled by Finite Element Method (FEM), with different mesh densities and their reliability results determined by Monte Carlo simulation and polynomial Response Surface Methodology (RSM). The analytical solutions to the proposed problems were present in the literature. Hence, the effects of the FEM mesh densities on the reliability results could be compared with the theoretical results. The outcomes based on the FEM results showed that RSM can very accurately evaluate the performance of these structures. However, the main achievement of the study was the finding that though a determined mesh density can be considered acceptable from the deterministic analysis viewpoint, its employment in reliability analysis could produce 100% error in estimating the failure probability of a structure. In the analysis of finite elements, mesh density can highly influence the accuracy of the results. Hence, researchers consider thedetermination and refinement of mesh an attractive issue. However, the subject has not been suitably investigated for the reliabilityevaluation of structures. This paper investigates the effects of mesh density on the reliability evaluation and the reliability-basedsensitivity of structures. For this purpose, two common engineering problems modeled by Finite Element Method (FEM), withdifferent mesh densities and their reliability results determined by Monte Carlo simulation and polynomial Response SurfaceMethodology (RSM). The analytical solutions to the proposed problems were present in the literature. Hence, the effects of the FEMmesh densities on the reliability results could be compared with the theoretical results. The outcomes based on the FEM resultsshowed that RSM can very accurately evaluate the performance of these structures. However, the main achievement of the study wasthe finding that though a determined mesh density can be considered acceptable from the deterministic analysis viewpoint, itsemployment in reliability analysis could produce 100% error in estimating the failure probability of a structure. KCI Citation Count: 16 |
Author | Mousavi, S. Roohollah Ghavidel, Alireza Rashki, Mohsen |
Author_xml | – sequence: 1 givenname: Alireza surname: Ghavidel fullname: Ghavidel, Alireza organization: Civil Engineering Dept., University of Sistan and Baluchestan – sequence: 2 givenname: S. Roohollah surname: Mousavi fullname: Mousavi, S. Roohollah organization: Civil Engineering Dept., University of Sistan and Baluchestan – sequence: 3 givenname: Mohsen surname: Rashki fullname: Rashki, Mohsen email: Mrashki@eng.usb.ac.ir organization: Dept. of Architecture Engineering, University of Sistan and Baluchestan |
BackLink | https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART002355998$$DAccess content in National Research Foundation of Korea (NRF) |
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Cites_doi | 10.1016/j.medengphy.2008.09.006 10.1016/j.strusafe.2012.06.003 10.1016/j.compstruct.2015.08.051 10.1016/0045-7825(81)90071-2 10.1061/(ASCE)0733-9399(1989)115:12(2763) 10.1016/j.cma.2015.08.007 10.1016/S0021-9290(03)00258-6 10.1016/j.cma.2016.03.021 10.1007/BF02736747 10.2307/3001663 10.1111/j.1559-3584.2002.tb00128.x 10.1016/S0951-8320(03)00058-9 10.1061/(ASCE)0733-9399(1990)116:3(642) 10.1016/j.compstruct.2013.08.024 10.1016/j.cma.2014.09.019 10.1016/S0263-8223(02)00170-8 10.1002/nag.184 10.1016/j.engfailanal.2016.03.018 10.1016/0167-4730(90)90012-E 10.1109/20.124047 10.1016/j.engfailanal.2016.04.027 10.1016/S0167-4730(00)00027-8 10.1016/j.engfailanal.2015.10.004 10.1016/j.ijpvp.2005.11.004 10.1016/j.medengphy.2010.06.015 10.1016/j.cma.2005.11.006 10.1007/s12205-015-1159-5 10.1080/1025584031000064470 |
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SubjectTerms | Analysis Civil Engineering Computer simulation Density Engineering Evaluation Exact solutions Failure analysis Finite element method Geotechnical Engineering & Applied Earth Sciences Industrial Pollution Prevention Mathematical models Monte Carlo simulation Performance evaluation Polynomials Probability theory Reliability Reliability analysis Reliability engineering Response surface methodology Sensitivity analysis Statistical methods Structural Engineering Structural reliability Structures 토목공학 |
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Title | The Effect of FEM Mesh Density on the Failure Probability Analysis of Structures |
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