Baseline-free localization and quantification of structural damage using spectral response

IF 4.4 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Applied Mathematical Modelling Pub Date : 2025-06-01 Epub Date: 2025-01-22 DOI:10.1016/j.apm.2025.115967
Sayandip Ganguly, Koushik Roy
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Abstract

Localization of damage using modal parameter changes has been the focus of research in many recent studies. Efforts have also been made to establish an analytical correlation between changes in modal response from the healthy state and the eventual reduction in stiffness. Prevailing methodologies predominantly integrate baseline responses to attain these objectives. However, non-availability of pre-recorded data practically complicates the application of reference state-based damage investigations. In the present study, a novel formulation is proposed for evaluation of existing crack with spectral responses of only damaged state. Efficiency of derived mathematical formulation is numerically verified on a shear building with several damage cases. Robustness of the method is then examined through noise sensitivity analysis. Further, an experimental investigation is conducted on a reduced scale in-house steel building model. Two cases of damage severity are examined by introducing reduced cross-sectional member at the damage location. Finally, practical applicability of the method is explored with a case study using real post-damage data of a 7-story building. Significant accuracy evolved from these exhaustive analyses, highlights the potential of present baseline-free damage quantification technique. This instantaneous data-based methodology can further be extended in future to assess residual useful life of a structure.
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基于谱响应的无基线结构损伤定位与量化
利用模态参数变化进行损伤局部化是近年来研究的热点。人们还努力建立健康状态下模态响应变化与刚度最终降低之间的分析相关性。目前的方法主要是综合基线反应来实现这些目标。然而,预先记录数据的不可用性实际上使基于参考状态的损害调查的应用复杂化。本文提出了一种新的基于损伤状态谱响应的既有裂纹评价公式。在一个受剪建筑物的几种损伤情况下,数值验证了推导出的数学公式的有效性。然后通过噪声敏感性分析检验了该方法的鲁棒性。在此基础上,对缩小比例的室内钢结构建筑模型进行了试验研究。通过在损伤位置引入减少的截面构件来检验两种损伤严重程度的情况。最后,以某7层建筑的真实灾后数据为例,探讨了该方法的实用性。从这些详尽的分析中得到了显著的准确性,突出了目前无基线损伤量化技术的潜力。这种基于瞬时数据的方法可以在将来进一步扩展到评估结构的剩余使用寿命。
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来源期刊
Applied Mathematical Modelling
Applied Mathematical Modelling 数学-工程:综合
CiteScore
9.80
自引率
8.00%
发文量
508
审稿时长
43 days
期刊介绍: Applied Mathematical Modelling focuses on research related to the mathematical modelling of engineering and environmental processes, manufacturing, and industrial systems. A significant emerging area of research activity involves multiphysics processes, and contributions in this area are particularly encouraged. This influential publication covers a wide spectrum of subjects including heat transfer, fluid mechanics, CFD, and transport phenomena; solid mechanics and mechanics of metals; electromagnets and MHD; reliability modelling and system optimization; finite volume, finite element, and boundary element procedures; modelling of inventory, industrial, manufacturing and logistics systems for viable decision making; civil engineering systems and structures; mineral and energy resources; relevant software engineering issues associated with CAD and CAE; and materials and metallurgical engineering. Applied Mathematical Modelling is primarily interested in papers developing increased insights into real-world problems through novel mathematical modelling, novel applications or a combination of these. Papers employing existing numerical techniques must demonstrate sufficient novelty in the solution of practical problems. Papers on fuzzy logic in decision-making or purely financial mathematics are normally not considered. Research on fractional differential equations, bifurcation, and numerical methods needs to include practical examples. Population dynamics must solve realistic scenarios. Papers in the area of logistics and business modelling should demonstrate meaningful managerial insight. Submissions with no real-world application will not be considered.
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