An Effective Approach for Damage Identification in Beam-Like Structures Based on Modal Flexibility Curvature and Particle Swarm Optimization

S. Nadjafi, G. G. Amiri, A. Hosseinzadeh, S. A. S. Razzaghi
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Abstract

In this paper, a computationally simple approach for damage localization and quantification in beam-like structures is proposed. This method is based on using modal flexibility curvature (MFC) and particle swarm optimization (PSO) algorithm. Analytical studies in the literature have shown that changes in the modal flexibility curvature can be considered as a sensitive and suitable criterion for identifying damage in the beam-like structures. Modal flexibility curvature can be calculated utilizing central difference approximation, based on entries of the modal flexibility matrix. The PSO algorithm, as a powerful optimization tool, is used to minimize the error function which is formulated as an error function between the measured modal flexibility curvatures of the damaged structure and those calculated from the analytical structure. To demonstrate the efficiency of the method, two beam-like structures under different damage scenarios are studied. In addition, the robustness of presented method is investigated when only the first several modal data are available. It is observed that the proposed approach is able to localize and quantify various damage cases only by a few lower vibrational modes and also, it is low-sensitive to measurement noise.
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基于模态柔度曲率和粒子群优化的类梁结构损伤识别方法
本文提出了一种计算简便的类梁结构损伤定位与量化方法。该方法基于模态柔度曲率(MFC)和粒子群优化(PSO)算法。分析研究表明,模态柔度曲率的变化可以被认为是识别类梁结构损伤的一个敏感和合适的判据。基于模态柔度矩阵的入口,利用中心差分近似计算模态柔度曲率。粒子群算法作为一种强大的优化工具,将损伤结构实测模态柔度曲率与解析结构计算模态柔度曲率之间的误差函数表述为最小。为了验证该方法的有效性,对两种不同损伤情况下的类梁结构进行了研究。此外,研究了当只有前几个模态数据可用时,所提方法的鲁棒性。结果表明,该方法仅通过几个较低的振动模态就能定位和量化各种损伤情况,并且对测量噪声的敏感性较低。
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来源期刊
Journal of Rehabilitation in Civil Engineering
Journal of Rehabilitation in Civil Engineering Engineering-Building and Construction
CiteScore
1.60
自引率
0.00%
发文量
0
审稿时长
12 weeks
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