Low-cost and distributed health monitoring system for critical buildings

Alberto Girolami, D. Brunelli, L. Benini
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引用次数: 22

Abstract

In this paper we present a low-cost distributed embedded system for Structural Health Monitoring (SHM) that uses very cost-effective MEMS accelerometers, instead of more expensive piezoelectric analog transducers. The proposed platform provides online filtering and fusion of the collected data directly on-board. Data are transmitted after processing using a WiFi transceiver. Low-cost and synchronized devices permit to have more fine-grained measurements and a comprehensive assessment of the whole building, by evaluating their response to vibrations. The challenge addressed in this paper is to execute a quite computationally-demanding digital filtering on a low-cost microcontroller STM32, and to reduce the signal-to-noise ratio typical of MEMS devices with a spatial redundancy of the sensors. Our work poses the basis for low-cost methods for elaborating complex modal analysis of buildings and structures.
关键建筑低成本分布式健康监测系统
在本文中,我们提出了一种低成本的分布式嵌入式系统,用于结构健康监测(SHM),它使用非常具有成本效益的MEMS加速度计,而不是更昂贵的压电模拟传感器。该平台直接在机载上对采集到的数据进行在线过滤和融合。数据通过WiFi收发器处理后传输。低成本和同步的设备可以通过评估其对振动的反应来进行更细致的测量和对整个建筑的全面评估。本文解决的挑战是在低成本微控制器STM32上执行计算要求很高的数字滤波,并通过传感器的空间冗余降低MEMS器件的典型信噪比。我们的工作为低成本的方法奠定了基础,以详细阐述建筑物和结构的复杂模态分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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