The structural health monitoring of cultural heritages is addressed in this paper. The arising inverse problem is solved through the Learning-by-Examples (LBE) paradigm, exploiting data collected by a Wireless Sensor Network (WSN). More in detail, low-cost and low-size sensing devices are spread over the scenario to be monitored, allowing environmental data as well as acceleration and vibration information to be acquired and processed by means of a Support Vector Machine (SVM) in order to detect the presence/absence of a damage in the monitored structure. The proposed approach has been preliminary validated in a laboratory-controlled environment, demonstrating promising performance.
Computational methods for wireless structural health monitoring of cultural heritages / Bertolli, M.; Donelli, M.; Massa, A.; Oliveri, G.; Polo, A.; Robol, F.; Poli, L.; Gelmini, A.; Gottardi, G.; Hannan, M. A.; Bui, L. T. P.; Rocca, P.; Sacchi, C.; Viani, F.; Moriyama, T.; Takenaka, T.; Salucci, M.. - In: JOURNAL OF PHYSICS. CONFERENCE SERIES. - ISSN 1742-6588. - 1131:1(2018), pp. 012005.1-012005.7. [10.1088/1742-6596/1131/1/012005]
Titolo: | Computational methods for wireless structural health monitoring of cultural heritages | |
Autori: | Bertolli, M.; Donelli, M.; Massa, A.; Oliveri, G.; Polo, A.; Robol, F.; Poli, L.; Gelmini, A.; Gottardi, G.; Hannan, M. A.; Bui, L. T. P.; Rocca, P.; Sacchi, C.; Viani, F.; Moriyama, T.; Takenaka, T.; Salucci, M. | |
Autori Unitn: | ||
Titolo del periodico: | JOURNAL OF PHYSICS. CONFERENCE SERIES | |
Anno di pubblicazione: | 2018 | |
Numero e parte del fascicolo: | 1 | |
Codice identificativo Scopus: | 2-s2.0-85058266497 | |
Digital Object Identifier (DOI): | http://dx.doi.org/10.1088/1742-6596/1131/1/012005 | |
Handle: | http://hdl.handle.net/11572/221866 | |
Citazione: | Computational methods for wireless structural health monitoring of cultural heritages / Bertolli, M.; Donelli, M.; Massa, A.; Oliveri, G.; Polo, A.; Robol, F.; Poli, L.; Gelmini, A.; Gottardi, G.; Hannan, M. A.; Bui, L. T. P.; Rocca, P.; Sacchi, C.; Viani, F.; Moriyama, T.; Takenaka, T.; Salucci, M.. - In: JOURNAL OF PHYSICS. CONFERENCE SERIES. - ISSN 1742-6588. - 1131:1(2018), pp. 012005.1-012005.7. [10.1088/1742-6596/1131/1/012005] | |
Appare nelle tipologie: | 03.1 Articolo su rivista (Journal article) |
File in questo prodotto:
File | Descrizione | Tipologia | Licenza | |
---|---|---|---|---|
Bertolli_2018_J._Phys.__Conf._Ser._1131_012005.pdf | Versione editoriale (Publisher’s layout) | ![]() | Open Access Visualizza/Apri |