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PAMM · Proc. Appl. Math. Mech. 8, 10583 – 10584 (2008) / DOI 10.1002/pamm.200810583 A two-algebraic turbulence model for compressible flow in turbomachinery cascade Alexandru Dumitrache, Horia Dumitrescu 1, 1 Institute of Mathematical Statistics and Applied Mathematics, P.O. Box 1-24, 010145 Bucharest, Romania The objective of this study is to examine the Baldwin-Lomax turbulence model in a finite volume solver to introduce a computer code for complex two-dimensional flows in turbomachinery. The turbulent model was tested with investigating the turbulent flow over a flat plate and other test cases. Three test cases are presented and the computed results are compared with experimental data. The calculated velocity profile agreed well with the experimental data in plate test case and the solver is validated in test case of flow over a semi NACA-0012 airfoil. The solver is used for flow through a multi-blade cascade of an axial compressor in design condition to show its capability of multi-block solution. c 2008 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim 1 Introduction The development of CFD methods has resulted in very useful analysis tools that are able to provide detailed information to enhance the understanding of complex flow physics at design and off-design conditions in compressor/turbine design [1]. The flow calculations have to be carried out on the basis of the averaged Navier-Stokes equations completed with transport equations for turbulence models. One of the groups of statistical turbulence models is the algebraic one or two-layer turbulence closure, but they require the determination of boundary layer parameters to calculate the eddy viscosity. An algebraic model, which is not written in terms of the boundary layer quantities and is very robust in separated regions, is the standard Baldwin- Lomax (BL) model [2]. The model was modified by Granville [3] and used by He [4] for pressure gradient effects. The objective of the present computational study was to examine the BL model in a finite volume solver to introduce a computer code for 2-D flows in turbomachinery studies based on Van Leers flux splitting methods with using of high order limiters. 2 Governing Equations The integral form of the quasi-three dimensional unsteady Navier-Stokes equations over a moving finite area A is ∂t A U dxdy + s [(F - Uu g - V x )n x +(G - Uv g - V y )n y ]= A Sdxdy (1) where U = h[ρ ρu ρvr ρρe] T , F = h[ρ ρuu + p ρuvr (ρe + p)u] T , G = h[ρ ρuv (ρvv + p)r (ρe + p)u] T , S = [0 p∂h/∂x 0 0] T . The quasi-three dimensional effects are introduced by allowing specified variations of r and h in the axial direction. Both u g and v g are the moving mesh grid velocities, to rotor blades and blade vibration. In present work, only the former is considered, thus u g is zero and V g is equal to the blade rotation velocity. V x and V y are the viscous terms: V x = h[0 τ xx xy - q x + xx + xy ] T , V y = h[0 τ xy yy - q y + xy + yy ] T (2) where τ xx = 2 3 µ(2 ∂u ∂x - ∂v ∂y , τ yy = 2 3 µ(2 ∂v ∂y - ∂u ∂x , τ xy = 2 3 µ(2 ∂u ∂y - ∂v ∂x , q x = -k ∂T ∂x , q y = -k ∂T ∂y . Flow calculations have to be carried out on the basis of the above averaged Navier-Stokes equations in conjunction with transport equations for BL turbulence closure. 3 Numerical schemes and results The Van-Leers method is used for splitting the convective fluxes and central differencing is used for viscous terms. To improve the accuracy of convective terms the Universal Van Leers limiter is used in mid points of computation area and first order accuracy is used for boundary cells. The numerical equations are used with explicit scheme because of its faster convergence history. The stability criteria, is based on characteristic values of Jacobian matrices of convective terms. The non-reflective boundary condition is used for downstream of computational domain to speed up the convergence process, especially in low Mach number flows. A multi-block algorithm is implemented for complicated geometries, to divide the Corresponding author E-mail: alex [email protected], Phone: +00 40 21 3182433, Fax: +00 40 21 3182439 c 2008 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim

A two-algebraic turbulence model for compressible flow in turbomachinery cascade

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PAMM · Proc. Appl. Math. Mech. 8, 10583 – 10584 (2008) / DOI 10.1002/pamm.200810583

A two-algebraic turbulence model for compressible flow inturbomachinery cascade

Alexandru Dumitrache, Horia Dumitrescu1,∗1 Institute of Mathematical Statistics and Applied Mathematics, P.O. Box 1-24, 010145 Bucharest, Romania

The objective of this study is to examine the Baldwin-Lomax turbulence model in a finite volume solver to introduce acomputer code for complex two-dimensional flows in turbomachinery. The turbulent model was tested with investigating theturbulent flow over a flat plate and other test cases. Three test cases are presented and the computed results are compared withexperimental data. The calculated velocity profile agreed well with the experimental data in plate test case and the solver isvalidated in test case of flow over a semi NACA-0012 airfoil. The solver is used for flow through a multi-blade cascade of anaxial compressor in design condition to show its capability of multi-block solution.

c© 2008 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim

1 Introduction

The development of CFD methods has resulted in very useful analysis tools that are able to provide detailed information toenhance the understanding of complex flow physics at design and off-design conditions in compressor/turbine design [1].The flow calculations have to be carried out on the basis of the averaged Navier-Stokes equations completed with transportequations for turbulence models. One of the groups of statistical turbulence models is the algebraic one or two-layer turbulenceclosure, but they require the determination of boundary layer parameters to calculate the eddy viscosity. An algebraic model,which is not written in terms of the boundary layer quantities and is very robust in separated regions, is the standard Baldwin-Lomax (BL) model [2]. The model was modified by Granville [3] and used by He [4] for pressure gradient effects. Theobjective of the present computational study was to examine the BL model in a finite volume solver to introduce a computercode for 2-D flows in turbomachinery studies based on Van Leers flux splitting methods with using of high order limiters.

2 Governing Equations

The integral form of the quasi-three dimensional unsteady Navier-Stokes equations over a moving finite area A is

∂t

∫ ∫�A

Udxdy +∮

s

[(F − Uug − Vx)nx + (G − Uvg − Vy)ny] =∫ ∫

�A

Sdxdy (1)

where U = h[ρ ρu ρvr ρρe]T , F = h[ρ ρuu + p ρuvr (ρe + p)u]T , G = h[ρ ρuv (ρvv + p)r (ρe + p)u]T ,S = [0 p∂h/∂x 0 0]T .

The quasi-three dimensional effects are introduced by allowing specified variations of r and h in the axial direction. Bothug and vg are the moving mesh grid velocities, to rotor blades and blade vibration. In present work, only the former isconsidered, thus ug is zero and Vg is equal to the blade rotation velocity. Vx and Vy are the viscous terms:

Vx = h[0 τxx rτxy − qx + uτxx + vτxy]T , Vy = h[0 τxy rτyy − qy + uτxy + vτyy]T (2)

where τxx = 23µ(2∂u

∂x − ∂v∂y , τyy = 2

3µ(2∂v∂y − ∂u

∂x , τxy = 23µ(2∂u

∂y − ∂v∂x , qx = −k ∂T

∂x , qy = −k ∂T∂y .

Flow calculations have to be carried out on the basis of the above averaged Navier-Stokes equations in conjunction withtransport equations for BL turbulence closure.

3 Numerical schemes and results

The Van-Leers method is used for splitting the convective fluxes and central differencing is used for viscous terms. Toimprove the accuracy of convective terms the Universal Van Leers limiter is used in mid points of computation area andfirst order accuracy is used for boundary cells. The numerical equations are used with explicit scheme because of its fasterconvergence history. The stability criteria, is based on characteristic values of Jacobian matrices of convective terms. Thenon-reflective boundary condition is used for downstream of computational domain to speed up the convergence process,especially in low Mach number flows. A multi-block algorithm is implemented for complicated geometries, to divide the

∗ Corresponding author E-mail: alex [email protected], Phone: +00 40 21 3182433, Fax: +00 40 21 3182439

c© 2008 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim

Page 2: A two-algebraic turbulence model for compressible flow in turbomachinery cascade

10584 Sessions of Short Communications 09: Turbulence and reactive flows

Fig. 1 Computed pressure coefficient over a NACA0012 air-foil at M=0.82, Re=106 and 20 angle of attack, compared withexperimental results (Hirsch).

Fig. 2 Pressure contours for a 10-passage-stage of an axial compressor (No. of cells =320000).

area to multi-channels. Each channel is solved with using neighborhood channel boundary condition in jointed boundariesof channels to give the influence of adjacent zones in being solved area. All channels are solved alternatively form bottomto up and then time increases to new time step of solution. To minimize the convergence history the non-reflective boundarycondition [5] is used for downstream of computational domain.

The validation of the implemented turbulence model is first done for the turbulent flow over a flat plate. The results givegood agreement with experimental data. In the next test case, the subsonic viscous flow over a semi NACA-0012 airfoil isconsidered. The Reynolds number is set to 106 and the free upstream Mach number is set to 0.4. In the next test case, thetransonic viscous flow over NACA-0012 airfoil with a 20 angle of attack is considered and the free stream Mach number isset to 0.82. Figure 1 illustrates the comparison of pressure coefficient distribution for upper and lower surface of airfoil withexperimental results. The good agreement of computed results and the experimental data, gives the adequate assurance aboutthe solver, which implements the Van Leers flux splitting scheme and the related high ordering limiter and the BL turbulencemodel in compressible flows in presence of pressure gradients and shock induced cases.

As the final case study, a two- dimensional cascade of an axial compressor with NACA-65(10) airfoil geometry for rotorand stator blades is considered. Figure 2 shows the pressure contours, of the stage when the rotor is located in face to facesituation with respect to stator location. The Mach number is set to 0.2, because many instability phenomenas happens in lowMach numbers for transonic compressors, for example during starting process of a gas turbine engine. The mesh points areclustered for boundary layer capturing. The transition point is set at the near of leading edge of the blades in stage problem.

4 Conclusions

A computer code for numerical simulation of the 2-D inviscid and viscous flow in turbomachinery blade channels was pre-sented. The turbulent model was tested with investigating the turbulent flow over a flat plate and other test cases. Thecalculated velocity profile agreed well with the experimental data in plate test case and the solver is validated in test case offlow over a semi NACA-0012 airfoil. The good agreement of pressure distribution with experimental data, in turbulent flowaround NACA-0012 airfoil with angle of attack, gives the robustness of the code and the implemented schemes in transonicflows with the existence of adverse pressure gradients and the interaction of shock and boundary layer.

Consequently, a solver with an algebraic turbulent modeling for compressible viscous-inviscid flows in complicated ge-ometries is achieved, which may be useful in 2-D unsteady studies of turbomachinery investigations in off-design conditions.

Acknowledgements The work is partially supported by the National Research Contract PN-II 81-027/2007.

References

[1] D. Bohn, R. Edmunds, Navier-Stokes computer code for theoretical investigations on the application of various turbulence models forflow prediction along turbine blades, Proc. of the Intl. Gas Turbine and Aero-engine Congr. and Expos., Houston, 95-GT-90, (1995).

[2] B. S. Baldwin, H. Lomax, Thin layer approximation and algebric model for separated turbulent flows, AIAA-78-257 (1978).[3] P. S. Granville, Baldwin-Lomax Factors for turbulent boundary layers in pressure gradients, AIAA Journal, 25, 1624-1627 (1987).[4] L. He, Computational study of Rotating-Stall inception in axial compressors, J of Comp. Physics, 36, 55-70 (1980).[5] D. H. Rudy, J. C. Strikwedra, A nonreflecting outflow boundary condition for subsonic Navier-Stockes calculations, J. of Propulsion

and Power, 13, 31-38 (1997).

c© 2008 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim www.gamm-proceedings.com