Numerical Benchmark of Nonconventional RANS Turbulence Models for Film and Effusion Cooling

Over the course of the years, several turbulence models specifically developed to improve the predicting capabilities of conventional two-equations Reynolds-averaged Navier–Stokes (RANS) models have been proposed. They have, however, been mainly tested against experiments only comparing with standard isotropic models, in single hole configuration and for very low blowing ratio. A systematic benchmark of the various nonconventional models exploring a wider range of application is hence missing. This paper performs a comparison of three recently proposed models over three different test cases of increasing computational complexity. The chosen test matrix covers a wide range of blowing ratios (0.5–3.0) including both single row and multi-row cases for which experimental data of reference are available. In particular the well-known test by Sinha et al. (1991, “Film-Cooling Effectiveness Downstream of a Single Row of Holes with Variable Density Ratio,” J. Turbomach., 113, pp. 442–449) at BR = 0.5 is used in conjunction with two in-house carried out experiments: a single row film-cooling test at BR = 1.5 and a 15 rows test plate designed to study the interaction between slot and effusion cooling at BR = 3.0. The first two considered models are based on a tensorial definition of the eddy viscosity in which the stream-span position is augmented to overcome the main drawback connected with standard isotropic turbulence models that is the lower lateral spreading of the jet downwards the injection. An anisotropic factor to multiply the off diagonal position is indeed calculated from an algebraic expression of the turbulent Reynolds number developed by Bergeles et al. (1978, “The Turbulent Jet in a Cross Stream at Low Injection Rates: A Three-Dimensional Numerical Treatment,” Numer. Heat Transfer, 1, pp. 217–242) from DNS statistics over a flat plate. This correction could be potentially implemented in the framework of any eddy viscosity model. It was chosen to compare the predictions of such modification applied to two among the most common two-equation turbulence models for film-cooling tests, namely the two-layer (TL) model and the k–ω shear stress transport (SST), firstly proposed and tested in the past respectively by Azzi and Lakeal (2002, “Perspectives in Modeling Film Cooling of Turbine Blades by Transcending Conventional Two-Equation Turbulence Models,” J. Turbomach., 124, pp. 472–484) and Cottin et al. (2011, “Modeling of the Heat Flux For Multi-Hole Cooling Applications,” Proceedings of the ASME Turbo Expo, Paper No. GT2011-46330). The third model, proposed by Holloway et al. (2005, “Computational Study of Jet-in-Crossflow and Film Cooling Using a New Unsteady-Based Turbulence Model,” Proceedings of the ASME Turbo Expo, Paper No. GT2005-68155), involves the unsteady solution of the flow and thermal field to include the short-time response of the stress tensor to rapid strain rates. This model takes advantage of the solution of an additional transport equation for the local effective total stress to trace the strain rate history. The results are presented in terms of adiabatic effectiveness distribution over the plate as well as spanwise averaged profiles.

[1]  Bruno Facchini,et al.  Turbulence Modeling for the Numerical Simulation of Film and Effusion Cooling Flows , 2007 .

[2]  D. Scott Holloway,et al.  Computational Study of Jet-in-Crossflow and Film Cooling Using a New Unsteady-Based Turbulence Model , 2005 .

[3]  Jing Ren,et al.  Algebraic Anisotropic Eddy-Viscosity Modeling for Application to Turbulent Film Cooling Flows , 2011 .

[4]  W. Rodi,et al.  Computation of film cooling of a flat plate by lateral injection from a row of holes , 1998 .

[5]  Luca Mangani,et al.  DEVELOPMENT AND VALIDATION OF A C++ OBJECT ORIENTED CFD CODE FOR HEAT TRANSFER ANALYSIS , 2007 .

[6]  A. D. Gosman,et al.  The Turbulent Jet in a Cross Stream at Low Injection Rates: a Three-Dimensional Numerical Treatment , 1978 .

[7]  Luca Mangani,et al.  Heat Transfer Performance of Fan-Shaped Film Cooling Holes: Part II—Numerical Analysis , 2010 .

[8]  J. H. Whitelaw,et al.  A Round Jet Normal to a Crossflow , 1981 .

[9]  T. Simon,et al.  Measurement of Eddy Diffusivity of Momentum in Film Cooling Flows With Streamwise Injection , 2000 .

[10]  J. Andreopoulos,et al.  Measurements in a Jet-Pipe Flow Issuing Perpendicularly Into a Cross Stream , 1982 .

[11]  A. Azzi,et al.  Numerical Modeling of Film Cooling from Short Length Stream-Wise Injection Holes , 2003 .

[12]  Djamel Lakehal,et al.  Three-dimensional flow and heat transfer calculations of film cooling at the leading edge of a symmetrical turbine blade model , 2001 .

[13]  David G. Bogard,et al.  Comparison of RANS Turbulence Models for Prediction of Film Cooling Performance , 2008 .

[14]  Djamel Lakehal,et al.  Near-Wall Modeling of Turbulent Convective Heat Transport in Film Cooling of Turbine Blades With the Aid of Direct Numerical Simulation Data , 2002 .

[15]  P. Moin,et al.  Turbulence statistics in fully developed channel flow at low Reynolds number , 1987, Journal of Fluid Mechanics.

[16]  D. Bogard,et al.  Film-cooling effectiveness downstream of a single row of holes with variable density ratio , 1990 .

[17]  Antonio Andreini,et al.  Density Ratio Effects on the Cooling Performances of a Combustor Liner Cooled by a Combined Slot/Effusion System , 2012 .

[18]  Luca Mangani,et al.  Application of an Object-Oriented CFD Code to Heat Transfer Analysis , 2008 .

[19]  S. Patankar Numerical Heat Transfer and Fluid Flow , 2018, Lecture Notes in Mechanical Engineering.

[20]  Nikolaos Zarzalis,et al.  Measurement and Simulation of Turbulent Mixing in a Jet in Crossflow , 2010 .

[21]  Djamel Lakehal,et al.  Perspectives in Modeling Film Cooling of Turbine Blades by Transcending Conventional Two-Equation Turbulence Models , 2002 .

[22]  Hrvoje Jasak,et al.  A tensorial approach to computational continuum mechanics using object-oriented techniques , 1998 .

[23]  Sumanta Acharya,et al.  Predictions of a Film Coolant Jet in Crossflow With Different Turbulence Models , 1999 .

[24]  Pierre Millan,et al.  Modeling of the Heat Flux for Multi-Hole Cooling Applications , 2011 .

[25]  Luca Mangani,et al.  INVESTIGATION OF CIRCULAR AND SHAPED EFFUSION COOLING ARRAYS FOR COMBUSTOR LINER APPLICATION - PART 2: NUMERICAL ANALYSIS , 2009 .

[26]  Jorg Schluter,et al.  LES of jets in cross flow and its application to a gas turbine burner , 2000 .