HDMR-based sensitivity analysis and uncertainty quantification of GOCE aerodynamics using DSMC

Alessandro Falchi, Edmondo Minisci, Martin Kubicek, Massimiliano Vasile, Stijn Lemmens

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

A sensitivity analysis of aerodynamic coefficients has been performed by coupling a Direct Simulation Monte Carlo method and a High Dimensional Model Representation based uncertainty quantification approach. The study has been performed on the Gravity Field and Steady-State Ocean Circulation Explorer satellite. The uncertainty on aerodynamics has been quantified with respect to atmospheric parameters, which have been obtained using the NRLMSISE-00 atmospheric model, within a free molecular flow regime in the Low Earth Atmosphere. The aerodynamic simulations have been performed with the dsmcFoam code, based on the open-source OpenFOAM platform.

LanguageEnglish
Title of host publicationStardust Final Conference
Subtitle of host publicationAdvances in Asteroids and Space Debris Engineering and Science
EditorsMassimiliano Vasile, Edmondo Minisci, Leopold Summerer, Peter Mcginty
Place of PublicationCham
PublisherSpringer Netherlands
Pages301-323
Number of pages23
ISBN (Print)978-3-319-69956-1
DOIs
Publication statusPublished - 10 Feb 2018

Publication series

NameAstrophysics and Space Science Proceedings
PublisherSpringer
Volume52
ISSN (Print)1570-6591

Fingerprint

GOCE
sensitivity analysis
aerodynamics
Sensitivity analysis
Aerodynamics
free molecular flow
aerodynamic coefficients
Explorer satellites
atmospheric models
Earth atmosphere
Monte Carlo method
oceans
platforms
simulation
gravitation
Gravitation
Monte Carlo methods
Satellites
atmosphere
Uncertainty

Keywords

  • aerodynamic coefficients
  • Monte Carlo
  • low earth atmosphere

Cite this

Falchi, A., Minisci, E., Kubicek, M., Vasile, M., & Lemmens, S. (2018). HDMR-based sensitivity analysis and uncertainty quantification of GOCE aerodynamics using DSMC. In M. Vasile, E. Minisci, L. Summerer, & P. Mcginty (Eds.), Stardust Final Conference: Advances in Asteroids and Space Debris Engineering and Science (pp. 301-323). (Astrophysics and Space Science Proceedings; Vol. 52). Cham: Springer Netherlands. https://doi.org/10.1007/978-3-319-69956-1_18
Falchi, Alessandro ; Minisci, Edmondo ; Kubicek, Martin ; Vasile, Massimiliano ; Lemmens, Stijn. / HDMR-based sensitivity analysis and uncertainty quantification of GOCE aerodynamics using DSMC. Stardust Final Conference: Advances in Asteroids and Space Debris Engineering and Science. editor / Massimiliano Vasile ; Edmondo Minisci ; Leopold Summerer ; Peter Mcginty. Cham : Springer Netherlands, 2018. pp. 301-323 (Astrophysics and Space Science Proceedings).
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Falchi, A, Minisci, E, Kubicek, M, Vasile, M & Lemmens, S 2018, HDMR-based sensitivity analysis and uncertainty quantification of GOCE aerodynamics using DSMC. in M Vasile, E Minisci, L Summerer & P Mcginty (eds), Stardust Final Conference: Advances in Asteroids and Space Debris Engineering and Science. Astrophysics and Space Science Proceedings, vol. 52, Springer Netherlands, Cham, pp. 301-323. https://doi.org/10.1007/978-3-319-69956-1_18

HDMR-based sensitivity analysis and uncertainty quantification of GOCE aerodynamics using DSMC. / Falchi, Alessandro; Minisci, Edmondo; Kubicek, Martin; Vasile, Massimiliano; Lemmens, Stijn.

Stardust Final Conference: Advances in Asteroids and Space Debris Engineering and Science. ed. / Massimiliano Vasile; Edmondo Minisci; Leopold Summerer; Peter Mcginty. Cham : Springer Netherlands, 2018. p. 301-323 (Astrophysics and Space Science Proceedings; Vol. 52).

Research output: Chapter in Book/Report/Conference proceedingChapter

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Falchi A, Minisci E, Kubicek M, Vasile M, Lemmens S. HDMR-based sensitivity analysis and uncertainty quantification of GOCE aerodynamics using DSMC. In Vasile M, Minisci E, Summerer L, Mcginty P, editors, Stardust Final Conference: Advances in Asteroids and Space Debris Engineering and Science. Cham: Springer Netherlands. 2018. p. 301-323. (Astrophysics and Space Science Proceedings). https://doi.org/10.1007/978-3-319-69956-1_18