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Nonlinear structural damage detection based on cascade of Hammerstein models
| Content Provider | Semantic Scholar |
|---|---|
| Author | Rébillat, Marc Hajrya, Rafik Mechbal, Nazih |
| Copyright Year | 2017 |
| Abstract | Structural damages can result in nonlinear dynamical signatures that can significantly enhance their detection. An original nonlinear damage detection approach is proposed that is based on a cascade of Hammerstein models modelisation of the structure. This model is estimated by means of the Exponential Sine Sweep Method from only one measurement. On the basis of this estimated model, the linear and nonlinear parts of the output are estimated, and two damage indexes (DIs) are proposed. The first DI is built as the ratio of the energy contained in the nonlinear part of an output versus the energy contained in its linear part. The second DI is the angle between the subspaces described by the nonlinear parts of two set of outputs after a principal component analysis. The sensitivity of the proposed DIs to the presEmail addresses: marc.rebillat@ensam.eu (Marc Rébillat), raf.hajrya@gmail.com (Rafik Hajrya), nazih.mechbal@ensam.eu (Nazih Mechbal) ence of damages as well as their robustness to noise are assessed numerically on spring-mass-damper structures and experimentally on actual composite plates with surface-mounted PZT-elements. Results demonstrate the effectiveness of the proposed method to detect nonlinear damage in nonlinear structures and in the presence of noise. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | https://sam.ensam.eu/bitstream/handle/10985/8235/PIMM-REBILLAT-MSSP-2014.pdf;jsessionid=50D31EF9587B6C48D4D9C843F2737C7E?sequence=3 |
| Alternate Webpage(s) | https://sam.ensam.eu/bitstream/handle/10985/8235/PIMM-REBILLAT-MSSP-2014.pdf;jsessionid=36FD7145D5D3963B42AAE6855AA5AFF4?sequence=3 |
| Alternate Webpage(s) | https://sam.ensam.eu/bitstream/handle/10985/8235/PIMM-REBILLAT-MSSP-2014.pdf;jsessionid=4BBB77A7E9F72B92C48BA89C8A7BCD9C?sequence=3 |
| Alternate Webpage(s) | https://hal.archives-ouvertes.fr/hal-01001853/document |
| Language | English |
| Access Restriction | Open |
| Subject Keyword | Antivirus software Cascade Device Component Contain (action) Damper Device Component Experiment Image noise Index Nonlinear system Numerical analysis Part Dosing Unit Principal Component Analysis Short Interspersed Nucleotide Elements |
| Content Type | Text |
| Resource Type | Article |
