Cargando…
A Multiscale Approach to the Smart Deployment of Micro-Sensors over Lightweight Structures
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 heal...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5539583/ https://www.ncbi.nlm.nih.gov/pubmed/28714888 http://dx.doi.org/10.3390/s17071632 |
_version_ | 1783254505645670400 |
---|---|
author | Capellari, Giovanni Caimmi, Francesco Bruggi, Matteo Mariani, Stefano |
author_facet | Capellari, Giovanni Caimmi, Francesco Bruggi, Matteo Mariani, Stefano |
author_sort | Capellari, Giovanni |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-5539583 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-55395832017-08-11 A Multiscale Approach to the Smart Deployment of Micro-Sensors over Lightweight Structures Capellari, Giovanni Caimmi, Francesco Bruggi, Matteo Mariani, Stefano Sensors (Basel) Article 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. MDPI 2017-07-15 /pmc/articles/PMC5539583/ /pubmed/28714888 http://dx.doi.org/10.3390/s17071632 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Capellari, Giovanni Caimmi, Francesco Bruggi, Matteo Mariani, Stefano A Multiscale Approach to the Smart Deployment of Micro-Sensors over Lightweight Structures |
title | A Multiscale Approach to the Smart Deployment of Micro-Sensors over Lightweight Structures |
title_full | A Multiscale Approach to the Smart Deployment of Micro-Sensors over Lightweight Structures |
title_fullStr | A Multiscale Approach to the Smart Deployment of Micro-Sensors over Lightweight Structures |
title_full_unstemmed | A Multiscale Approach to the Smart Deployment of Micro-Sensors over Lightweight Structures |
title_short | A Multiscale Approach to the Smart Deployment of Micro-Sensors over Lightweight Structures |
title_sort | multiscale approach to the smart deployment of micro-sensors over lightweight structures |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5539583/ https://www.ncbi.nlm.nih.gov/pubmed/28714888 http://dx.doi.org/10.3390/s17071632 |
work_keys_str_mv | AT capellarigiovanni amultiscaleapproachtothesmartdeploymentofmicrosensorsoverlightweightstructures AT caimmifrancesco amultiscaleapproachtothesmartdeploymentofmicrosensorsoverlightweightstructures AT bruggimatteo amultiscaleapproachtothesmartdeploymentofmicrosensorsoverlightweightstructures AT marianistefano amultiscaleapproachtothesmartdeploymentofmicrosensorsoverlightweightstructures AT capellarigiovanni multiscaleapproachtothesmartdeploymentofmicrosensorsoverlightweightstructures AT caimmifrancesco multiscaleapproachtothesmartdeploymentofmicrosensorsoverlightweightstructures AT bruggimatteo multiscaleapproachtothesmartdeploymentofmicrosensorsoverlightweightstructures AT marianistefano multiscaleapproachtothesmartdeploymentofmicrosensorsoverlightweightstructures |