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Damage Detection Method Based on Element Modal Strain Energy Sensitivity

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TLDR
In this article, a damage detection method based on an efficient algebraic algorithm of element modal strain energy sensitivity is proposed for detecting damage location and severity in a one-step (non-iterative) procedure.
Abstract
In this paper, a damage detection method based on an efficient algebraic algorithm of element modal strain energy sensitivity is proposed for detecting damage location and severity. The method adopts a closed form of element modal strain energy sensitivity. The element damage equations have been systematically established and a solution technique incorporated with the singular value decomposition-based regularization algorithm is used to ensure the correct solutions. A number of assumed damage scenarios for numerically simulated beams and two-dimensional frame structure have been used to demonstrate the applicability of proposed method. The noise effect is also presented. It is demonstrated that the proposed method is efficient in a one-step (non-iterative) procedure.

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Journal ArticleDOI

Structural Damage Detection Using Modal Strain Energy and Hybrid Multiobjective Optimization

TL;DR: A novel damage detection approach using hybrid multiobjective optimization algorithms based on MSE is proposed to detect damages in various three-dimensional (3-D) steel structures.
Journal ArticleDOI

Structural damage detection using finite element model updating with evolutionary algorithms: a survey

TL;DR: This study aims to present a review of critical aspects of structural damage identification using evolutionary algorithm-based finite element model updating for structural damage detection and possible research directions for utilizing evolutionary algorithms to solve damage detection problems.
Journal ArticleDOI

Damage assessment in structures using combination of a modified Cornwell indicator and genetic algorithm

TL;DR: A Modified Cornwell Indicator (MCI) is proposed that performs more efficient in damage detection than the standard Corn well indicator (CI) and is combined with Genetic Algorithm for further quantification of the detected damage.
Journal ArticleDOI

Statistic structural damage detection based on the closed-form of element modal strain energy sensitivity

TL;DR: Based on the closed-form of element modal strain energy sensitivity, a statistic structural damage detection algorithm is proposed in this paper, which is oriented to the ambient vibration measurements where only the operational mode shapes are available.
Journal ArticleDOI

Modal Strain Energy-based Structural Damage Identification: A Review and Comparative Study

TL;DR: A brief review of MSE-related techniques on structural damage identification aims to help readers identify starting points for research in vibration-based damage identification and health monitoring, and guide researchers and practitioners in better implementing available MSE based damage identification algorithms.
References
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Book

Solving least squares problems

TL;DR: Since the lm function provides a lot of features it is rather complicated so it is going to instead use the function lsfit as a model, which computes only the coefficient estimates and the residuals.
ReportDOI

Damage identification and health monitoring of structural and mechanical systems from changes in their vibration characteristics: A literature review

TL;DR: A review of the technical literature concerning the detection, location, and characterization of structural damage via techniques that examine changes in measured structural vibration response is presented in this article, where the authors categorize the methods according to required measured data and analysis technique.
Journal ArticleDOI

A summary review of vibration-based damage identification methods

TL;DR: In this paper, the authors provide an overview of methods to detect, locate, and characterize damage in structural and mechanical systems by examining changes in measured vibration response, including frequency, mode shape, and modal damping.

A review of structural health monitoring literature 1996-2001

TL;DR: An updated review covering the years 1996 2001 will summarize the outcome of an updated review of the structural health monitoring literature, finding that although there are many more SHM studies being reported, the investigators, in general, have not yet fully embraced the well-developed tools from statistical pattern recognition.
Journal ArticleDOI

Modal Analysis for Damage Detection in Structures

TL;DR: In this paper, the dependence of natural frequencies and modal damping coefficients on deterioration in structures is examined, and the magnitude of change in natural frequencies is a function of the severity and of the location of deterioration.
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