A guided Bayesian inference approach for detection of multiple flaws in structures using the extended finite element method

G Yan, H Sun, H Waisman - Computers & Structures, 2015 - Elsevier
We propose a guided Bayesian inference approach for detection and quantification of
multiple flaws in structures without a priori knowledge on the number of flaws. Uncertainties …

SBFEM and Bayesian inference for efficient multiple flaw detection in structures

P Thananjayan, P Ramu, S Natarajan - Engineering Analysis with …, 2023 - Elsevier
Bayesian inference is a powerful technique for damage/flaw detection in critical structures.
This paper explores the application of Bayesian inference to identify the flaws …

A two-scale algorithm for detection of multiple flaws in structures modeled with XFEM

H Sun, H Waisman, R Betti - … Characterization for Composite …, 2014 - spiedigitallibrary.org
This paper presents a novel algorithm for detection of multiple flaws in structures as an
inverse process, where the forward problem is based on eXtended Finite Element Method …

Nondestructive identification of multiple flaws using XFEM and a topologically adapting artificial bee colony algorithm

H Sun, H Waisman, R Betti - International Journal for Numerical …, 2013 - Wiley Online Library
We present a novel algorithm based on the extended finite element method (XFEM) and an
enhanced artificial bee colony (EABC) algorithm to detect and quantify multiple flaws in …

Experimental application and enhancement of the XFEM–GA algorithm for the detection of flaws in structures

EN Chatzi, B Hiriyur, H Waisman, AW Smyth - Computers & Structures, 2011 - Elsevier
The extended finite element formulation (XFEM) combined with genetic algorithms (GAs)
have previously been shown to be very effective in the detection of flaws in structures. By …

Combining dynamic XFEM with machine learning for detection of multiple flaws

S Jiang, L Zhao, C Du - International Journal for Numerical …, 2021 - Wiley Online Library
A novel methodology for multiple flaw detection is presented in this study. It combines the
dynamic extended finite element method (XFEM) with machine learning for the first time. The …

[HTML][HTML] Multiple crack detection in 3D using a stable XFEM and global optimization

K Agathos, E Chatzi, SPA Bordas - Computational mechanics, 2018 - Springer
A numerical scheme is proposed for the detection of multiple cracks in three dimensional
(3D) structures. The scheme is based on a variant of the extended finite element method …

Detection and quantification of flaws in structures by the extended finite element method and genetic algorithms

H Waisman, E Chatzi, AW Smyth - International Journal for …, 2010 - Wiley Online Library
This paper investigates the extended finite element method (XFEM)-GA detection algorithm
proposed by Rabinovich et al.(Int. J. Numer. Meth. Engng 2007; 71 (9): 1051–1080; Int. J …

Probability-based structural health monitoring through Markov chain Monte Carlo sampling

PJ Li, DW Xu, J Zhang - … Journal of Structural Stability and Dynamics, 2016 - World Scientific
The classical nonuniqueness problem exists due to uncertainty in the finite element (FE)
calibration field. Namely, multiple models with different intrinsic parameters may all fit the …

An effective computational approach based on XFEM and a novel three-step detection algorithm for multiple complex flaw clusters

C Ma, T Yu, TQ Bui - Computers & Structures, 2017 - Elsevier
This paper presents an effective computational approach comprised of forward and inverse
analyses for detection of multiple complex flaw clusters in elastic solids. A three-step …