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Rapid early damage detection using transmissibility with distance measure analysis under unknown excitation in long-term health monitoring
- Source :
- Journal of Vibroengineering, Vol 18, Iss 7, Pp 4491-4499 (2016)
- Publication Year :
- 2016
- Publisher :
- JVE International, 2016.
-
Abstract
- Accurate and efficient damage detection in long-term health monitoring for structures still encounters many difficulties due to the effect of environment. Furthermore, recorded big data requires efficient damage detection algorithm. In this study, an efficient and effective damage detection algorithm is proposed using transmissibility along with Mahalanobis distance and Hotelling T-square. A numerically simulated beam and an experimentally tested laboratory structure are used to validate the proposed algorithm. Results demonstrate good performance of the proposed technique in damage detection.
- Subjects :
- Mahalanobis distance
Damage detection
distance measure
structural health monitoring
Computer science
business.industry
Mechanical Engineering
lcsh:Mechanical engineering and machinery
Measure (physics)
020101 civil engineering
Control engineering
Pattern recognition
02 engineering and technology
Transmissibility (vibration)
0201 civil engineering
Term (time)
damage detection
020303 mechanical engineering & transports
0203 mechanical engineering
transmissibility
General Materials Science
lcsh:TJ1-1570
Artificial intelligence
Structural health monitoring
business
Subjects
Details
- Language :
- English
- ISSN :
- 25388460 and 13928716
- Volume :
- 18
- Issue :
- 7
- Database :
- OpenAIRE
- Journal :
- Journal of Vibroengineering
- Accession number :
- edsair.doi.dedup.....071c75fcd996ae42fb5c3fd0fbb96d68