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A case study is presented in which the first steps are made towards the development of a structural health monitoring (SHM) data fusion framework. For this purpose, a composite single-stiffener panel is subjected to compression-compression fatigue loading (R = 10). The carbon-epoxy panel contains an artificial disbond of 30 mm, which was created using a Teflon insert during manufacturing and placed between the skin and the stiffener foot. Under the applied fatigue load, the disbond is expected to grow and its propagation is monitored using two SHM techniques, namely acoustic emission (AE) and Rayleigh-scattering based distributed fiber optic strain sensing. Four AE sensors are placed on the skin, thereby allowing for disbond growth detection and localization. On each stiffener foot, fiber optic sensors are surface-bonded to monitor the growth of the disbond under the applied fatigue loading. The distributed strain measurements are used to localize and monitor the disbond growth. The strength of each technique is utilized by fusing the data from the AE sensors and the fiber optic sensors. In this manner, a data-driven approach is presented in which a data fusion of the different techniques allows for monitoring the damage in the stiffened panel on multiple SHM levels, including disbond growth detection and localization.
|Title of host publication||European Workshop on Structural Health Monitoring - Special Collection of 2020 Papers - Volume 1|
|Editors||Piervincenzo Rizzo, Alberto Milazzo|
|Number of pages||10|
|Publication status||Published - 2021|
|Event||European Workshop on Structural Health Monitoring, EWSHM 2020 - |
Duration: 6 Jul 2020 → 9 Jul 2020
|Name||European Workshop on Structural Health Monitoring - Special Collection of 2020 Papers - Volume 1|
|Conference||European Workshop on Structural Health Monitoring, EWSHM 2020|
|Period||6/07/20 → 9/07/20|
Bibliographical noteGreen Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care
Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.
- Acoustic emission
- Composite single-stiffener panel
- Data fusion
- Distributed strain sensing
- Fatigue loading
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ReMAP: Real-time Condition-based Maintenance for Adaptive Aircraft Maintenance Planning
Santos, B. F., Zarouchas, D., Mitici, M. A., Verhagen, W. J. C., Mechbal, N., Rébillat, M., Guskov, M., Bieber, P., Olive, X., Ghosh, A., Chabukswar, R., Couto, L., Ribeiro, B., Cardoso, A., Machado, P., Dourado, A., Arrais, J. P., Silva, C., Roque, L., Loutas, T., Kostopoulos, V. & Sotiriadis, G.
1/06/22 → 31/08/22