Low-cost and distributed health monitoring system for critical buildings

被引:0
|
作者
Girolami, Alberto [1 ]
Brunelli, Davide [2 ]
Benini, Luca [1 ,3 ]
机构
[1] Univ Bologna, DEI, I-40136 Bologna, Italy
[2] Univ Trento, DII, I-38123 Trento, Italy
[3] Swiss Fed Inst Technol, IIS, Zurich, Switzerland
关键词
Structural Health monitoring; SHM; Embedded platform; Distributed measurement;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:58 / 63
页数:6
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