Optimisation of a 180° U-shaped bend shape for a turbine blade cooling passage leading to a pressure loss coefficient of approximately 0.6

The U-bend which turns flow through 180° is encountered in many applications in mechanical and aerospace engineering systems. One important example occurs in modern turbine blade cooling systems, where the internal cooling passages is threaded radially outwards and inwards to form a multi-pass arrangement where straight passages are connected with U-bends. The main purpose of the present investigation was to focus on finding a 3D U-bend configuration with minimum pressure loss using the 3D CAD-based surface parameterisation method. The design of experiment technique and surrogate design space model were successfully applied by the authors, as opposed to direct numerical optimisation, to reduce the computational cost. A standard Reynolds-averaged Navier–Stokes (RANS) computational fluid dynamics method with the Spalart–Allmaras one equation turbulence model was selected for. Even though the simple RANS with the one equation turbulence model cannot simulate the highly complex U-bend flow physics precisely, the optimisation process was able to identify an optimum U-bend configuration which achieved a 63.3% pressure loss reduction, relative to the datum configuration, yielding the lowest loss U-bend in the literature. The authors also performed careful experiments to confirm their predictions and the performance of the optimum U-bend configuration identified by this work was validated.

[1]  Gordon C. Oates Aircraft Propulsion Systems Technology and Design , 1989 .

[2]  William A. Crossley,et al.  Empirically-Derived Population Size and Mutation Rate Guidelines for a Genetic Algorithm with Uniform Crossover , 1998 .

[3]  Paul G. Tucker,et al.  Numerical studies of heat transfer enhancements in laminar separated flows , 2004 .

[4]  Donald S. Miller Internal Flow Systems , 1990 .

[5]  R. S. Amano,et al.  A Study on Flow and Heat Transfer in Strongly Curved U-Bend , 2005 .

[6]  Hector Iacovides,et al.  The computation of flow development through stationary and rotating U-ducts of strong curvature , 1996 .

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

[8]  I. E. Idelchik,et al.  Flow Resistance : A Design Guide for Engineers , 1989 .

[9]  Bengt Sundén,et al.  Analysis of turbulent flow and heat transfer in a square-sectioned U-bend , 2006 .

[10]  Boriana L. Milenova,et al.  Fuzzy and neural approaches in engineering , 1997 .

[11]  Changmin Son,et al.  U-bend Shaped Turbine Blade Cooling Passage Optimization , 2008 .

[12]  D. Wilcox Turbulence modeling for CFD , 1993 .

[13]  Tom Verstraete,et al.  Optimization of a U-Bend for Minimal Pressure Loss in Internal Cooling Channels—Part I: Numerical Method , 2013 .

[14]  Farrokh Mistree,et al.  Kriging Models for Global Approximation in Simulation-Based Multidisciplinary Design Optimization , 2001 .

[15]  Hector Iacovides,et al.  Convective discretization schemes for the turbulence transport equations in flow predictions through sharp u‐bends , 1995 .

[16]  Chia-Jung Hsu Numerical Heat Transfer and Fluid Flow , 1981 .