Events3rd International Electronic Conference on Sensors and Applications
Published
This submission belongs to the session D. Sensors Networks of the event 3rd International Electronic Conference on Sensors and Applications
Published date
14 Nov, 2016
Citation
Giovanni Capellari, Francesco Caimmi, Matteo Bruggi, Stefano Mariani, A multiscale approach to the smart deployment of micro-sensors over flexible plates, in Proceedings of 3rd International Electronic Conference on Sensors and Applications, 15 November–30 November 2016, MDPI: Basel, Switzerland, doi: 10.3390/ecsa-3-D005
Share
Email
Facebook
Twitter
LinkedIn

A multiscale approach to the smart deployment of micro-sensors over flexible plates

Matteo Bruggi 1
image
1. Politecnico di Milano
Abstract

In former studies, we proposed a topology optimization approach to maximize the sensitivity to damage of measurements collected through a network of sensors deployed over flexible, thin plates. Within such frame, a damage must be intended as a change of the structural health characterized by a reduction of the relevant load-carrying capacity. By properly comparing the response of the healthy, undamaged structure and the response of the damaged one, independently of the location of the source of damage, a procedure to optimally deploy a given set of sensors was provided.

In this work we extend the aforementioned approach within a multi-scale frame, to account for (at least) three different length-scales: a macroscopic one, linked to the dimensions of the structure to be monitored; a mesoscopic one, linked to the characteristic size of the damaged region(s); 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 simply supported along its border, to show how the micro-sensors are to be deployed to maximize the sensitivity of measurements to damage, and to also discuss the speedup obtained with the proposed multiscale approach in comparison with a standard single-scale one.

Keywords
Structural Health Monitoring
MEMS
Sensors network
Topology optimization
Manuscript
Poster
presentation.pdf
Assessment of micromechanically-induced uncertainties in the electromechanical response of MEMS devices
Optimal sensor placement through Bayesian experimental design: effect of measurement error and number of sensors