Uncertainty in Marine Structural Strength Due to Variability in Geometry and Material Properties.

Abstract

This report describes the development of a prototype computational methodology for the reliability assessment of continuum structures using finite element analysis with instability failure modes. Geometric and material uncertainties were considered in the finite element model. The reliability assessment was performed using Monte Carlo simulations with variance reduction techniques that consisted of the conditional expectation method. According to Monte Carlo methods, the applied load was randomly generated, and finite element analysis was used to predict the response of the structure under the generated loads in the form of a deformation field. A simulation procedure was applied to compare the response with a specified failure definition and failures were then counted. By repeating the simulation procedure several times, the failure probability defined by the specified failure definition was estimated as the failure fraction of simulation repetitions. A parametric study was performed for a stiffened panel strength to illustrate the procedure.

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Document Details

Document Type
Technical Report
Publication Date
Apr 01, 1997
Accession Number
ADA324433

Entities

People

  • Bilal M. Ayyub
  • Daniel D. Bruchman
  • Rafi Muhanna

Organizations

  • Naval Surface Warfare Center Carderock Division

Tags

Communities of Interest

  • Ground and Sea Platforms

DTIC Thesaurus Topics

  • Computer Programs
  • Data Science
  • Distribution Functions
  • Dynamic Response
  • Engineering
  • Failure Mode And Effect Analysis
  • Finite Element Analysis
  • Geometry
  • Mechanics
  • Modulus Of Elasticity
  • Monte Carlo Method
  • Probability
  • Probability Distributions
  • Random Variables
  • Reliability
  • Simulations
  • Statistics

Readers

  • Computational Modeling and Simulation
  • Statistical inference.
  • Structural Dynamics.