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Körner, Stephan und Ahmad, Nash'at und Holzäpfel, Frank und VanValkenburg, Randal (2017) Multimodel Ensemble Methods for Prediction of Wake-Vortex Transport and Decay. Journal of Aircraft, 54 (5), Seiten 1849-1859. American Institute of Aeronautics and Astronautics (AIAA). doi: 10.2514/1.C034287. ISSN 0021-8669.
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Offizielle URL: http://arc.aiaa.org/doi/abs/10.2514/1.C034287
Kurzfassung
Several multimodel ensemble methods are selected and further developed to improve the deterministic and probabilistic prediction skills of individual wake-vortex transport and decay models. The different multimodel ensemble methods are introduced, and their suitability for wake applications is demonstrated. The selected methods include direct ensemble averaging, Bayesian model averaging, and Monte Carlo simulation. The different methodologies are evaluated employing data from wake-vortex field measurement campaigns conducted in the United States and Germany.
| elib-URL des Eintrags: | https://elib.dlr.de/112380/ | ||||||||||||||||||||
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| Dokumentart: | Zeitschriftenbeitrag | ||||||||||||||||||||
| Titel: | Multimodel Ensemble Methods for Prediction of Wake-Vortex Transport and Decay | ||||||||||||||||||||
| Autoren: |
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| Datum: | 2017 | ||||||||||||||||||||
| Erschienen in: | Journal of Aircraft | ||||||||||||||||||||
| Referierte Publikation: | Ja | ||||||||||||||||||||
| Open Access: | Ja | ||||||||||||||||||||
| Gold Open Access: | Nein | ||||||||||||||||||||
| In SCOPUS: | Ja | ||||||||||||||||||||
| In ISI Web of Science: | Ja | ||||||||||||||||||||
| Band: | 54 | ||||||||||||||||||||
| DOI: | 10.2514/1.C034287 | ||||||||||||||||||||
| Seitenbereich: | Seiten 1849-1859 | ||||||||||||||||||||
| Verlag: | American Institute of Aeronautics and Astronautics (AIAA) | ||||||||||||||||||||
| ISSN: | 0021-8669 | ||||||||||||||||||||
| Status: | veröffentlicht | ||||||||||||||||||||
| Stichwörter: | Wake-vortex prediction, Multimodel ensemble, Bayesian model averaging, Monte Carlo simulation | ||||||||||||||||||||
| HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||||||||||
| HGF - Programm: | Luftfahrt | ||||||||||||||||||||
| HGF - Programmthema: | Flugzeuge | ||||||||||||||||||||
| DLR - Schwerpunkt: | Luftfahrt | ||||||||||||||||||||
| DLR - Forschungsgebiet: | L AR - Aircraft Research | ||||||||||||||||||||
| DLR - Teilgebiet (Projekt, Vorhaben): | L - Simulation und Validierung (alt), L - Luftverkehrskonzepte und Betrieb (alt) | ||||||||||||||||||||
| Standort: | Oberpfaffenhofen | ||||||||||||||||||||
| Institute & Einrichtungen: | Institut für Physik der Atmosphäre > Verkehrsmeteorologie | ||||||||||||||||||||
| Hinterlegt von: | Körner, Stephan | ||||||||||||||||||||
| Hinterlegt am: | 16 Mai 2017 09:29 | ||||||||||||||||||||
| Letzte Änderung: | 06 Nov 2023 08:10 |
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