Friswell Michael I
Department of Aerospace Engineering, University of Bristol, Bristol BS8 1TR, UK.
Philos Trans A Math Phys Eng Sci. 2007 Feb 15;365(1851):393-410. doi: 10.1098/rsta.2006.1930.
This paper gives an overview of the use of inverse methods in damage detection and location, using measured vibration data. Inverse problems require the use of a model and the identification of uncertain parameters of this model. Damage is often local in nature and although the effect of the loss of stiffness may require only a small number of parameters, the lack of knowledge of the location means that a large number of candidate parameters must be included. This paper discusses a number of problems that exist with this approach to health monitoring, including modelling error, environmental effects, damage localization and regularization.
本文概述了利用测量的振动数据,采用反演方法进行损伤检测与定位。反问题需要使用一个模型并识别该模型的不确定参数。损伤本质上通常是局部的,虽然刚度损失的影响可能只需要少量参数,但位置信息的缺失意味着必须包含大量候选参数。本文讨论了这种健康监测方法存在的一些问题,包括建模误差、环境影响、损伤定位和正则化。