INHERENT AND EPISTEMIC UNCERTAINTY ANALYSIS FOR COMPUTATIONAL FLUID DYNAMICS SIMULATIONS OF SYNTHETIC JET ACTUATORS

1Laboratory for Astronautical Plasma Dynamics, Department of Astronautical Engineering, 233 Robert Glenn Rapp Engineering Research Building, University of Southern California, Los Angeles, California 90089-1192, USA 2Aerospace Simulations Laboratory, Department of Mechanical and Aerospace Engineering, 290B Toomey Hall, Missouri University of Science and Technology, Rolla, Missouri 654090500, USA

[1]  Christopher L. Rumsey,et al.  Reynolds-Averaged Navier-Stokes Analysis of Zero Efflux Flow Control over a Hump Model , 2006 .

[2]  S. Hosder,et al.  Uncertainty Quantification Integrated to the CFD Modeling of Synthetic Jet Actuators , 2010 .

[3]  R. Walters,et al.  Non-Intrusive Polynomial Chaos Methods for Uncertainty Quantification in Fluid Dynamics , 2010 .

[4]  Olivier P. Le Maître,et al.  Polynomial chaos expansion for sensitivity analysis , 2009, Reliab. Eng. Syst. Saf..

[5]  P. Spalart.  A One-Equation Turbulence Model for Aerodynamic Flows , 1992 .

[6]  Michael S. Eldred,et al.  Epistemic Uncertainty in the Calculation of Margins , 2009 .

[7]  Serhat Hosder,et al.  Quantification of Uncertainty in Aerodynamic Heating of a Reentry Vehicle Due to Uncertain Wall and Freestream Conditions , 2010 .

[8]  D. Xiu,et al.  Modeling uncertainty in flow simulations via generalized polynomial chaos , 2003 .

[9]  Serhat Hosder,et al.  Multistep Uncertainty Quantification Approach Applied to Hypersonic Reentry Flows , 2014 .

[10]  M. Eldred,et al.  Evaluation of Non-Intrusive Approaches for Wiener-Askey Generalized Polynomial Chaos. , 2008 .

[11]  I. Sobol.  Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates , 2001 .

[12]  Serhat Hosder,et al.  Efficient Uncertainty Quantification Approach for Reentry Flows with Mixed Uncertainties , 2011 .

[13]  I. Sobola,et al.  Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates , 2001 .

[14]  Bruno Sudret,et al.  Global sensitivity analysis using polynomial chaos expansions , 2008, Reliab. Eng. Syst. Saf..

[15]  Serhat Hosder,et al.  Uncertainty and Sensitivity Analysis for Reentry Flows with Inherent and Model-Form Uncertainties , 2012 .

[16]  Jon C. Helton,et al.  Investigation of Evidence Theory for Engineering Applications , 2002 .

[17]  Christopher L. Rumsey,et al.  Successes and Challenges for Flow Control Simulations (Invited) , 2008 .

[18]  Jon C. Helton,et al.  Mathematical representation of uncertainty , 2001 .

[19]  Christopher L. Rumsey,et al.  Summary of the 2004 Computational Fluid Dynamics Validation Workshop on Synthetic Jets , 2006 .

[20]  Robert W. Walters,et al.  Uncertainty analysis for fluid mechanics with applications , 2002 .

[21]  N. Wiener.  The Homogeneous Chaos , 1938 .

[22]  N. Cutland,et al.  On homogeneous chaos , 1991, Mathematical Proceedings of the Cambridge Philosophical Society.

[23]  Habib N. Najm,et al.  Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics , 2009 .