In principle, the reliability of complex structural systems can be accurately predicted by Monte Carlo simulation. This method has several attractive features for structural system reliability, the most important being that the system failure criterion is usually relatively easy to check almost irrespective of the complexity of the system. However, the computational cost involved in the simulation may be prohibitive for highly reliable structural systems. In this paper a new Monte Carlo based method recently proposed for system reliability estimation that aims at reducing the computational cost is applied. It has been shown that the method provides good estimates for the system failure probability with reduced computational cost. In a numerical example the usefulness and efficiency of the method to estimate the reliability of a system represented by a nonlinear finite element structural model is presented. To reduce the computational cost involved in the nonlinear finite element analysis the method is combined with a response surface model.
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August 2014
Research-Article
System Reliability Analysis by Monte Carlo Based Method and Finite Element Structural Models
Bruno Gaspar,
Bruno Gaspar
Centre for Marine Technology
and Engineering (CENTEC),
Instituto Superior Técnico,
e-mail: bruno.gaspar@mar.ist.utl.pt
and Engineering (CENTEC),
Instituto Superior Técnico,
Technical University of Lisbon
,Lisboa 1049-001
, Portugal
e-mail: bruno.gaspar@mar.ist.utl.pt
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Arvid Naess,
Arvid Naess
Centre for Ships and Ocean Structures and
Department of Mathematical Sciences,
e-mail: arvidn@math.ntnu.no
Department of Mathematical Sciences,
Norwegian University of Science and Technology
,Trondheim NO-7491
, Norway
e-mail: arvidn@math.ntnu.no
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Bernt J. Leira,
Bernt J. Leira
Department of Marine Technology,
e-mail: Bernt.Leira@marin.ntnu.no
Norwegian University of Science and Technology
,Trondheim NO-7491
, Norway
e-mail: Bernt.Leira@marin.ntnu.no
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C. Guedes Soares
C. Guedes Soares
1
Centre for Marine Technology
and Engineering (CENTEC),
Instituto Superior Técnico,
e-mail: guedess@mar.ist.utl.pt
and Engineering (CENTEC),
Instituto Superior Técnico,
Technical University of Lisbon
,Lisboa 1049-001
, Portugal
e-mail: guedess@mar.ist.utl.pt
1Corresponding author.
Search for other works by this author on:
Bruno Gaspar
Centre for Marine Technology
and Engineering (CENTEC),
Instituto Superior Técnico,
e-mail: bruno.gaspar@mar.ist.utl.pt
and Engineering (CENTEC),
Instituto Superior Técnico,
Technical University of Lisbon
,Lisboa 1049-001
, Portugal
e-mail: bruno.gaspar@mar.ist.utl.pt
Arvid Naess
Centre for Ships and Ocean Structures and
Department of Mathematical Sciences,
e-mail: arvidn@math.ntnu.no
Department of Mathematical Sciences,
Norwegian University of Science and Technology
,Trondheim NO-7491
, Norway
e-mail: arvidn@math.ntnu.no
Bernt J. Leira
Department of Marine Technology,
e-mail: Bernt.Leira@marin.ntnu.no
Norwegian University of Science and Technology
,Trondheim NO-7491
, Norway
e-mail: Bernt.Leira@marin.ntnu.no
C. Guedes Soares
Centre for Marine Technology
and Engineering (CENTEC),
Instituto Superior Técnico,
e-mail: guedess@mar.ist.utl.pt
and Engineering (CENTEC),
Instituto Superior Técnico,
Technical University of Lisbon
,Lisboa 1049-001
, Portugal
e-mail: guedess@mar.ist.utl.pt
1Corresponding author.
Contributed by the Ocean, Offshore, and Arctic Engineering Division of ASME for publication in the JOURNAL OF OFFSHORE MECHANICS AND ARCTIC ENGINEERING. Manuscript received May 1, 2011; final manuscript received April 6, 2012; published online April 15, 2014. Assoc. Editor: Lance Manuel.
J. Offshore Mech. Arct. Eng. Aug 2014, 136(3): 031603 (9 pages)
Published Online: April 15, 2014
Article history
Received:
May 1, 2011
Revision Received:
April 6, 2012
Citation
Gaspar, B., Naess, A., Leira, B. J., and Soares, C. G. (April 15, 2014). "System Reliability Analysis by Monte Carlo Based Method and Finite Element Structural Models." ASME. J. Offshore Mech. Arct. Eng. August 2014; 136(3): 031603. https://doi.org/10.1115/1.4025871
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