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Moix-Bonet, Maria und Schmidt, Daniel und Eckstein, Benjamin und Wierach, Peter (2025) Damage Detection in Composite Aircraft Fuselages under Load and Temperature Using Gaussian Processes for GW-SHM. In: 15th International Workshop on Structural Health Monitoring: Ensuring Mobility and Autonomy with Sustainability, IWSHM 2025. DEStech Publications, Inc.. International Workshop on Structural Health Monitoring, 2025-09-09, Stanford, USA. doi: 10.12783/shm2025/37302. ISBN 978-160595699-2.
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Kurzfassung
A full-scale composite door surrounding aircraft structure was instrumented with a GW-SHM system and subjected to three representative quasi-static load cases using a hydraulic test rig and broad temperature variations throughout the experiment. A data-driven approach based on Gaussian Processes is used to detect barely visible impact damage introduced during the test campaign, differentiating between benign environmental/operational conditions and barely visible impact damage.
| elib-URL des Eintrags: | https://elib.dlr.de/219473/ | ||||||||||||||||||||
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| Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||||||||||||||
| Titel: | Damage Detection in Composite Aircraft Fuselages under Load and Temperature Using Gaussian Processes for GW-SHM | ||||||||||||||||||||
| Autoren: |
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| Datum: | 9 September 2025 | ||||||||||||||||||||
| Erschienen in: | 15th International Workshop on Structural Health Monitoring: Ensuring Mobility and Autonomy with Sustainability, IWSHM 2025 | ||||||||||||||||||||
| Referierte Publikation: | Ja | ||||||||||||||||||||
| Open Access: | Ja | ||||||||||||||||||||
| Gold Open Access: | Nein | ||||||||||||||||||||
| In SCOPUS: | Ja | ||||||||||||||||||||
| In ISI Web of Science: | Nein | ||||||||||||||||||||
| DOI: | 10.12783/shm2025/37302 | ||||||||||||||||||||
| Herausgeber: |
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| Verlag: | DEStech Publications, Inc. | ||||||||||||||||||||
| ISBN: | 978-160595699-2 | ||||||||||||||||||||
| Status: | veröffentlicht | ||||||||||||||||||||
| Stichwörter: | Structural Health Monitoring, Guided Waves, Composite Fuselage, Damage Detection | ||||||||||||||||||||
| Veranstaltungstitel: | International Workshop on Structural Health Monitoring | ||||||||||||||||||||
| Veranstaltungsort: | Stanford, USA | ||||||||||||||||||||
| Veranstaltungsart: | internationale Konferenz | ||||||||||||||||||||
| Veranstaltungsdatum: | 9 September 2025 | ||||||||||||||||||||
| HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||||||||||
| HGF - Programm: | Luftfahrt | ||||||||||||||||||||
| HGF - Programmthema: | Komponenten und Systeme | ||||||||||||||||||||
| DLR - Schwerpunkt: | Luftfahrt | ||||||||||||||||||||
| DLR - Forschungsgebiet: | L CS - Komponenten und Systeme | ||||||||||||||||||||
| DLR - Teilgebiet (Projekt, Vorhaben): | L - Strukturwerkstoffe und Bauweisen | ||||||||||||||||||||
| Standort: | Braunschweig | ||||||||||||||||||||
| Institute & Einrichtungen: | Institut für Systemleichtbau > Multifunktionswerkstoffe | ||||||||||||||||||||
| Hinterlegt von: | Moix-Bonet, Maria | ||||||||||||||||||||
| Hinterlegt am: | 01 Dez 2025 08:16 | ||||||||||||||||||||
| Letzte Änderung: | 04 Mär 2026 08:23 |
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