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A data fusion based approach for damage detection in linear systems

Authors :
Ernesto Grande
Maura Imbimbo
Source :
Frattura ed Integrità Strutturale, Vol 8, Iss 29, Pp 325-333 (2014), Frattura ed Integrità Strutturale; Vol 8 No 29 (2014): July 2014; pages 325-333, Frattura ed Integrità Strutturale; V. 8 N. 29 (2014): July 2014; pages 325-333, Frattura ed Integrità Strutturale, Vol 8, Iss 29 (2014)
Publication Year :
2014
Publisher :
Gruppo Italiano Frattura, 2014.

Abstract

The aim of the present paper is to propose innovative approaches able to improve the capability of classical damage indicators in detecting the damage position in linear systems. In particular, starting from classical indicators based on the change of the flexibility matrix and on the change of the modal strain energy, the proposed approaches consider two data fusion procedures both based on the Dempster-Shafer theory. Numerical applications are reported in the paper in order to assess the reliability of the proposed approaches considering different damage scenarios, different sets of modes of vibration and the presence of errors affecting the accounted modes of vibrations.

Details

ISSN :
19718993
Volume :
8
Database :
OpenAIRE
Journal :
Frattura ed Integrità Strutturale
Accession number :
edsair.doi.dedup.....774bfccb42c21686bff2490fac1cdb3b
Full Text :
https://doi.org/10.3221/igf-esis.29.28