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Structural Reliability Assessment Using Latin Hypercube Sampling

83 citations0/0 files storedStructural Safety and Reliability

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Probabilistic and Robust Engineering Design Reliability and Maintenance Optimization Geotechnical Engineering and Analysis

Abstract

Many methods have been proposed for structural reliability assessment purposes, such as the First-Order Second-Moment Method, the Advanced Second-Moment Method, computer simulation, etc. Latin Hypercube Sampling is a technique that provides a constrained sampling scheme instead of random sampling according to the direct Monte Carlo Method. The objective of this paper is to suggest simulation algorithms that utilize Latin Hypercube Sampling combined with variance reduction techniques, and compare the results with those methods without selective sampling schemes.

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2014A survey of rare event simulation methods for static input–output models 1995Simulation-Based Reliability Methods 2020Comparative Study of Structural Reliability Assessment Methods for Offshore Wind Turbine Jacket Support Structures 2021Uncertainty and multi-criteria global sensitivity analysis of structural systems using acceleration algorithm and sparse polynomial chaos expansion 1998Latin hypercube sampling used in the calculation of the fracture probability 1992Structural Reliability Assessment with Ambiguity and Vagueness in Failure 2014Optimized Design of Concrete Structures considering Environmental Aspects

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