Journal ArticleDOI
Determining the size and location of transverse cracks in beams
TLDR
In this paper, the spectral element method is combined with a stochastic genetic algorithm to give a scheme that can locate and size cracks in structural components, and the results are demonstrated with experimental data from an aluminum beam with a transverse crack.Abstract:
The spectral element method, which is very suitable for solving inverse dynamic problems, is combined with a stochastic genetic algorithm to give a scheme that can locate and size cracks in structural components. The mechanical model is based on an approach that separates the global structural dynamics from the local crack-tip zone dominated by singular stresses. The global model, consisting of connected waveguides, describes the structural dynamics using spectral elements. The local model, describing the crack-tip behavior, is based on the relation between the stress-intensity factor and the stored strain energy representing the crack region. The results are demonstrated with experimental data from an aluminum beam with a transverse crack.read more
Citations
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Journal ArticleDOI
Detection and monitoring of hidden fatigue crack growth using a built-in piezoelectric sensor/actuator network: I. Diagnostics
Jeong-Beom Ihn,Fu-Kuo Chang +1 more
TL;DR: In this paper, a piezoelectric-based built-in diagnostic technique has been developed for monitoring fatigue crack growth in metallic structures, which consists of three major components: diagnostic signal generation, signal processing and damage interpretation.
Book ChapterDOI
The Spectral Element Method
TL;DR: This chapter develops a matrix methodology for use on a computer to efficiently handle wave propagation problems in structures with complicated boundaries and discontinuities.
Journal ArticleDOI
Parameter identification of large structural systems in time domain
Chan Ghee Koh,B. Hong,C. Y. Liaw +2 more
TL;DR: In this article, a GA search in modal domains of a much smaller dimension than the physical domain is proposed, where the objective function is defined based on the estimated modal response in time domain and the corresponding modal responses transformed from the measured response.
Journal ArticleDOI
Vibration parameters for damage detection in structures
Magdalena Palacz,Marek Krawczuk +1 more
TL;DR: In this paper, the authors examined how damage indicators are sensitive to changing number of frequencies and mode shapes and also to number and location of measurement points, and the influence of measurement errors was also analyzed.
Journal ArticleDOI
Identification of delamination in composite beams using spectral estimation and a genetic algorithm
TL;DR: In this article, a spectral finite element model consisting of a damaged spectral element is used for model-based prediction of the damaged structural response in the frequency domain, and a genetic algorithm (GA) specially tailored for damage identification is derived and is integrated with finite-element code for automation.
References
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Book
Genetic algorithms in search, optimization, and machine learning
TL;DR: In this article, the authors present the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields, including computer programming and mathematics.
Genetic algorithms in search, optimization and machine learning
TL;DR: This book brings together the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields.
Book
Adaptation in natural and artificial systems
TL;DR: Names of founding work in the area of Adaptation and modiication, which aims to mimic biological optimization, and some (Non-GA) branches of AI.
Journal ArticleDOI
A finite element calculation of stress intensity factors by a modified crack closure integral
E.F. Rybicki,M. F. Kanninen +1 more
TL;DR: In this article, an efficient technique for evaluating stress intensity factors is presented, based on the crack closure integral, which can be used with a constant strain finite element stress analysis and a coarse grid.
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