Multi-fidelity aerodynamic dataset generation of a fighter aircraft

Date

2021-01-01

Author

Kurt, Huseyin Burak
Millidere, Murat
Gomec, Fazıl Selcuk
Uğur, Ömür

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High-fidelity aerodynamic dataset generation is one of the most significant components of the aircraft flight simulation, and, it is a time consuming and costly process. Data fusion techniques suggest that, instead of using high fidelity data for entire aerodynamic dataset, an incorporating combination of high-fidelity and low-fidelity data is a more cost-effective one. The objective of data fusion is to obtain high-fidelity dataset accuracy by combining less amount of high-fidelity dataset and more amount of low-fidelity dataset. In this paper, two different data fusion approaches, namely modified Variable-Complexity Modelling and co-Kriging, are applied to F-16 fighter aircraft. Wind tunnel test data is utilized as the high-fidelity dataset while data obtained by a semi-empirical approach (Digital Datcom) is used as the low-fidelity dataset.

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https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85100310882&origin=inward
https://hdl.handle.net/11511/90863

Conference Name

AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2021

Collections

Graduate School of Applied Mathematics, Conference / Seminar

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Citation Formats

H. B. Kurt, M. Millidere, F. S. Gomec, and Ö. Uğur, “Multi-fidelity aerodynamic dataset generation of a fighter aircraft,” presented at the AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2021, Virtual, Online, 2021, Accessed: 00, 2021. [Online]. Available: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85100310882&origin=inward.