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.

Low-cost and distributed health monitoring system for critical buildings / Girolami, Alberto; Brunelli, Davide; Benini, Luca. - ELETTRONICO. - (2017), pp. 1-6. (Intervento presentato al convegno 2017 IEEE Workshop on Environmental, Energy, and Structural Monitoring Systems, EESMS 2017 tenutosi a Italy nel 2017) [10.1109/EESMS.2017.8052686].

Low-cost and distributed health monitoring system for critical buildings

Brunelli, Davide;
2017-01-01

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.
2017
2017 IEEE Workshop on Environmental, Energy, and Structural Monitoring Systems, EESMS 2017 - Proceedings
Piscataway, NJ, USA
Institute of Electrical and Electronics Engineers Inc.
9781538628164
Girolami, Alberto; Brunelli, Davide; Benini, Luca
Low-cost and distributed health monitoring system for critical buildings / Girolami, Alberto; Brunelli, Davide; Benini, Luca. - ELETTRONICO. - (2017), pp. 1-6. (Intervento presentato al convegno 2017 IEEE Workshop on Environmental, Energy, and Structural Monitoring Systems, EESMS 2017 tenutosi a Italy nel 2017) [10.1109/EESMS.2017.8052686].
File in questo prodotto:
File Dimensione Formato  
2017-EESMS-Girolami-SHM.pdf

Solo gestori archivio

Tipologia: Versione editoriale (Publisher’s layout)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 3.59 MB
Formato Adobe PDF
3.59 MB Adobe PDF   Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/190393
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 25
  • ???jsp.display-item.citation.isi??? 15
social impact