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Correlation-Based Damage Identification and Quantification Using Modal Kinetic Energy Change
- Source :
- International Journal of Structural Stability and Dynamics. 20:2042007
- Publication Year :
- 2020
- Publisher :
- World Scientific Pub Co Pte Lt, 2020.
-
Abstract
- Many existing damage identification or quantification methods can be employed only if the internal and external mass changes are negligible when tested at two different states of a structure. This paper presents a new Modal Kinetic Energy (MKE)-based method to detect and quantify damage using modal properties of structures, which can be employed even in situations when mass change is not more than a certain extent. A new damage sensitivity parameter has been developed using measured modal characteristics of baseline structure. The MKE change (MKEC) concept is then employed to locate damage and to estimate relative perturbation at each element. The relative damage extent vector is estimated by searching the best correlation between the analytical and experimental MKEC vectors with the help of genetic algorithm optimization tool. The extent of damage is calculated after computing damage scaling coefficient using measured eigenvalue change vector. A numerical study is carried out on a simply supported single span beam to confirm its performance under various test conditions. The robustness of the proposed MKE method and the significance of mass variation in the damage detection approach are evaluated by comparing the damage quantification results with a traditional approach. Finally, the proposed damage detection method is applied on a two-span simply supported beam for single and multiple damage scenarios by extracting the modal properties experimentally. The results revealed that the proposed approach is capable of detecting and estimating single and multiple damages with reasonable accuracy even in moderate noise contaminated and mass change environments.
- Subjects :
- Computer science
Applied Mathematics
Mechanical Engineering
Aerospace Engineering
Perturbation (astronomy)
Ocean Engineering
02 engineering and technology
Building and Construction
Kinetic energy
01 natural sciences
Correlation
020303 mechanical engineering & transports
Modal
0203 mechanical engineering
0103 physical sciences
Structural health monitoring
Biological system
010301 acoustics
Scaling
Eigenvalues and eigenvectors
Beam (structure)
Civil and Structural Engineering
Subjects
Details
- ISSN :
- 17936764 and 02194554
- Volume :
- 20
- Database :
- OpenAIRE
- Journal :
- International Journal of Structural Stability and Dynamics
- Accession number :
- edsair.doi...........436b6dc24ae8009d28774958b043071d
- Full Text :
- https://doi.org/10.1142/s0219455420420079