Application of a Verification, Validation and Uncertainty Quantification Framework to a Turbulent Buoyant Helium Plume

作者：Jatale Anchal^*; Smith Philip J; Thornock Jeremy N; Smith Sean T; Spinti Jennifer P; Hradisky Michal

来源：Flow, Turbulence and Combustion, 2015, 95(1): 143-168.

DOI：10.1007/s10494-015-9612-6

• Helium plume
• LES
• Verification
• Validation
• Uncertainty quantification
• Consistency analysis

A framework for verification and validation/uncertainty quantification of large-scale, highly coupled, complex processes is presented. Steps in the framework include code and solution verification, development of an input/uncertainty map, definition of evaluation criteria, development of a surrogate model, performance of a consistency analysis (a mathematical statement limiting error), and the feed forward and feedback of information gain from the analysis. This framework is applied to a turbulent, buoyant, 1 m diameter helium plume. Experimental measurements are obtained from Sandia National Laboratory while the helium plume simulations are performed using Large Eddy Simulation. Both parameter and experimental uncertainty associated with the helium plume are reduced by requiring consistency.

• 出版日期2015-7