System identification for damage detection in buildings

J. Morales‐Valdez, L. Alvarez-Icaza, J. A. Escobar
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Abstract

An algorithm for damage detection in a multi-story building modeled by a wave equation with Kelvin damping is presented. Damage detection is achieved by relating stiffness loss with reduction in the shear wave velocity of the seismic induced motion propagation through the structure. In order to estimate wave velocity and damping parameters, an identification system based on the least squares method with forgetting factor is used. In addition, a parameterization is presented based on linear integral filters, which eliminates constant disturbances, attenuate measurement noise and depend only on acceleration signals. Once parameters information is available, a detection threshold is designed that compares them with reference values. The experimental results validate the feasibility of the proposed method.
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用于建筑物损伤检测的系统识别
提出了一种基于开尔文阻尼波动方程的多层建筑损伤检测算法。通过将刚度损失与地震诱发运动在结构中传播的横波速度的降低联系起来,可以实现损伤检测。为了估计波速和阻尼参数,采用了一种带遗忘因子的最小二乘法辨识系统。此外,提出了一种基于线性积分滤波器的参数化方法,消除了恒定干扰,衰减了测量噪声,并且只依赖于加速度信号。一旦参数信息可用,就设计一个检测阈值,将它们与参考值进行比较。实验结果验证了该方法的可行性。
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