New Multidimensional Visualization Technique for Limit-State Surfaces in Nonlinear Finite-Element Reliability Analysis
نویسندگان
چکیده
Structural reliability problems involving the use of advanced finite-element models of real-world structures are usually defined by limit-states expressed as functions referred to as limit-state functions of basic random variables used to characterize the pertinent sources of uncertainty. These limit-state functions define hyper-surfaces referred to as limit-state surfaces in the high-dimensional spaces of the basic random variables. The hyper-surface topology is of paramount interest, particularly in the failure domain regions with highest probability density. In fact, classical asymptotic reliability methods, such as the firstand second-order reliability method FORM and SORM , are based on geometric approximations of the limit-state surfaces near the so-called design point s DP . This paper presents a new efficient tool, the multidimensional visualization in the principal planes MVPP method, to study the topology of high-dimensional nonlinear limit-state surfaces LSSs near their DPs. The MVPP method allows the visualization, in particularly meaningful twodimensional subspaces denoted as principal planes, of actual high-dimensional nonlinear limit-state surfaces that arise in both timeinvariant and time-variant mean out-crossing rate computation structural reliability problems. The MVPP method provides, at a computational cost comparable with SORM, valuable insight into the suitability of FORM/SORM approximations of the failure probability for various reliability problems. Several application examples are presented to illustrate the developed MVPP methodology and the value of the information provided by visualization of the LSS. DOI: 10.1061/ ASCE EM.1943-7889.0000183 CE Database subject headings: Finite element method; Structural reliability; Limit states; Imaging techniques. Author keywords: Nonlinear finite-element method; Structural reliability analysis; Limit-state surface; Hyper-surface topology; Multidimensional visualization.
منابع مشابه
Determination of Buckling Limit of Strain in Cold Roll Forming through Finite Element Analysis
In this study, Buckling Limit of Strain (B.L.S.) is introduced as one of the most important limiting factors in cold roll forming process. B.L.S. is calculated by the finite element procedure. Then for two particular processes with existing analysis and experimental results, B.L.S. has been determined and evaluated. LUSAS 12.3 is used for finite element analysis. The results show that when buck...
متن کاملDetermination of Buckling Limit of Strain in Cold Roll Forming through Finite Element Analysis
In this study, "Buckling Limit of Strain" (B.L.S.) is introduced as one of the most important limiting factors in cold roll forming process. B.L.S. is calculated by the finite element procedure. Then for two particular processes with existing analysis and experimental results, B.L.S. has been determined and evaluated. LUSAS 12.3 is used for finite element analysis. The results show that when bu...
متن کاملStructural Reliability: An Assessment Using a New and Efficient Two-Phase Method Based on Artificial Neural Network and a Harmony Search Algorithm
In this research, a two-phase algorithm based on the artificial neural network (ANN) and a harmony search (HS) algorithm has been developed with the aim of assessing the reliability of structures with implicit limit state functions. The proposed method involves the generation of datasets to be used specifically for training by Finite Element analysis, to establish an ANN model using a proven AN...
متن کاملDynamics Analysis of the Steady and Transient States of a Nonlinear Piezoelectric Beam by a Finite Element Method
This paper presents a finite element formulation for the dynamics analysis of the steady and transient states of a nonlinear piezoelectric beam. A piezoelectric beam with damping is studied under harmonic excitation. A numerical method is used for this analysis. In the paper, the central difference formula of four order is used and compared with the central difference formula of two order in th...
متن کاملReliability analysis of suspension bridges against buffeting failure
A reliability analysis of suspension bridges against buffeting failure due to gustiness of wind velocity is carried out using the concept of PRA (probabilistic risk analysis) procedure. For this purpose, the bending stresses at the critical nodes of the bridge deck are obtained for buffeting forces using a spectral analysis technique and a finite element approach. For the purpose of reliability...
متن کامل