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A Multiscale Approach to the Smart Deployment of Micro-Sensors over Lightweight Structures

机译:在轻型结构上智能部署微传感器的多尺度方法

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摘要

A topology optimization approach has been recently proposed to maximize the sensitivity to damage of measurements, collected through a network of sensors to be deployed over thin plates for structural health monitoring purposes. Within such a frame, damage is meant as a change in the structural health characterized by a reduction of relevant stiffness and load-carrying properties. The sensitivity to a damage of unknown amplitude and location is computed by comparing the response to the external actions of the healthy structure and of a set of auxiliary damaged structures, each one featuring reduced mechanical properties in a small region only. The topology optimization scheme has been devised to properly account for the information coming from all of the sensors to be placed on the structure and for damage depending on its location. In this work, we extend the approach within a multiscale frame to account for three different length scales: a macroscopic one, linked to the dimensions of the whole structure to be monitored; a mesoscopic one, linked to the characteristic size of the damaged region; a microscopic one, linked to the size of inertial microelectromechanical systems (MEMS) to be used within a marginally-invasive health monitoring system. Results are provided for a square plate and for a section of fuselage with stiffeners, to show how the micro-sensors have to be deployed to maximize the capability to detect a damage, to assess the sensitivity of the results to the measurement noise and to also discuss the speedup in designing the network topology against a standard single-scale approach.
机译:最近提出了一种拓扑优化方法,以最大化对测量损坏的敏感度,该测量通过传感器网络收集并部署在薄板上以进行结构健康监测。在这样的框架内,损坏是指结构健康的变化,其特征是相关刚度和承载特性的降低。通过比较对健康结构和一组辅助损坏结构的外部作用的响应,可以计算出对未知振幅和位置的损坏的敏感度,每个辅助损坏结构仅在较小的区域内具有降低的机械性能。已经设计了拓扑优化方案,以适当考虑来自要放置在结构上的所有传感器的信息,并根据其位置进行损坏。在这项工作中,我们将方法扩展到多尺度框架中以说明三种不同的长度尺度:宏观尺度,链接到要监视的整个结构的尺寸;介观镜,与损坏区域的特征尺寸有关;微观的,与惯性微机电系统(MEMS)的尺寸有关,该微机电系统将在微创健康监测系统中使用。提供了一块方板和带有加劲肋的机身截面的结果,以显示如何部署微传感器以最大化检测损坏的能力,评估结果对测量噪声的敏感性以及对结果的敏感性。讨论了针对标准单尺度方法设计网络拓扑的速度。

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