Repository logo

Infoscience

  • English
  • French
Log In
Logo EPFL, École polytechnique fédérale de Lausanne

Infoscience

  • English
  • French
Log In
  1. Home
  2. Academic and Research Output
  3. Conferences, Workshops, Symposiums, and Seminars
  4. A Multi Level Monte Carlo Algorithm for the Treatment of Geometrical and Operational Uncertainties in Internal and External Aerodynamics
 
conference paper

A Multi Level Monte Carlo Algorithm for the Treatment of Geometrical and Operational Uncertainties in Internal and External Aerodynamics

Pisaroni, Michele  
•
Leyland, Pénélope  
•
Nobile, Fabio  
2016
46th AIAA Fluid Dynamics Conference
AIAA Aviation - 46th AIAA Fluid Dynamics Conference

In this work we present an efficient Multi Level Monte Carlo (MLMC) algorithm capable of propagating operational uncertainties, due to atmospheric variability of external aerodynamics flows and geometrical uncertainties due to manufacturing tolerances and fatigue. The technique is tested on the NACA 0012 airfoil in transonic conditions and a two compression ramps hypersonic scramjet intake configuration. The efficiency of the proposed MLMC algorithm in terms of accuracy versus overall computational cost is compared to a standard MC method.

  • Details
  • Metrics
Type
conference paper
DOI
10.2514/6.2016-4398
Author(s)
Pisaroni, Michele  
Leyland, Pénélope  
Nobile, Fabio  
Date Issued

2016

Publisher

AIAA

Published in
46th AIAA Fluid Dynamics Conference
Volume

AIAA 2016

Start page

4398

Subjects

Multi Level Monte Carlo

•

Uncertainty Quantification

•

Aerodynamics

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
CSQI  
Event nameEvent placeEvent date
AIAA Aviation - 46th AIAA Fluid Dynamics Conference

Washington, D.C

13-17 June 2016

Available on Infoscience
September 10, 2016
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/129255
Logo EPFL, École polytechnique fédérale de Lausanne
  • Contact
  • infoscience@epfl.ch

  • Follow us on Facebook
  • Follow us on Instagram
  • Follow us on LinkedIn
  • Follow us on X
  • Follow us on Youtube
AccessibilityLegal noticePrivacy policyCookie settingsEnd User AgreementGet helpFeedback

Infoscience is a service managed and provided by the Library and IT Services of EPFL. © EPFL, tous droits réservés