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A data fusion based approach for damage detection in linear systems
- 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.
- Subjects :
- Flexibility Matrix
Engineering
business.industry
lcsh:Mechanical engineering and machinery
Mechanical Engineering
Linear system
lcsh:TA630-695
lcsh:Structural engineering (General)
Sensor fusion
damage identification
modal strain energy
data-fusion
Data-Fusion
Reliability engineering
Vibration
Modal Strain Energy
Mechanics of Materials
Normal mode
Position (vector)
Damage Identification
Flexibility method
lcsh:TJ1-1570
business
Algorithm
Reliability (statistics)
Modal strain energy
Subjects
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