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– 5.41 –<br />
Production of turbulent kinetic energy along cylinder boundaries<br />
It has been observed that the computed turbulent kinetic-energy close to the cylinder is<br />
below the measured values. This might be caused by a computational inaccuracy of its<br />
production, due to an inherent difficulty related to the method of wall boundary<br />
treatment. The computation of the production of turbulent kinetic energy along the<br />
cylinder (wall) boundaries is done with a simplification, in which, among others, the<br />
production due to the normal stress is neglected (see Eqs. 4.75a,b in Chapter 4). This<br />
simplification is in conjunction with the wall function method applied to wall boundaries.<br />
This method assumes that the velocity at nodes adjacent to the boundary is parallel to the<br />
wall and is, between the wall and the adjacent node, distributed logarithmically. It has<br />
been pointed out in the previous chapter that this is a rather rough approximation at the<br />
cylinder boundaries. At such boundaries, the measured tangential and normal velocities,<br />
notably in front of the cylinder, have the same order of magnitude. This is observed also<br />
by the simulation (see Fig. 5.17a,e).<br />
To render further insight into this problem, the computation of the production of turbulent<br />
kinetic energy upstream and downstream of the cylinder is elaborated and presented in<br />
Fig. 5.22. Shown in the figure are the computed tangential and normal velocity<br />
components (Fig. 5.22a,b,c). Obviously, the normal velocities are not negligible.<br />
Accordingly, neither the normal stresses are negligible compared to the tangential<br />
components (Fig. 5.22d,e). The equation of the production of turbulent kinetic energy<br />
written for wall boundaries is (see Eq. 4.75a in Chapter 4):<br />
G � � nt<br />
�<br />
�Vt �n � �nn �Vn � �n<br />
(4.75a)<br />
where subscripts n and t are the normal and tangential directions, respectively. In the wall<br />
function, the universal logarithmic velocity distribution is applied to the tangential<br />
velocity. The tangential velocity gradient in Eq. 4.75a is obtained from this logarithmic<br />
distribution. The production of turbulent kinetic energy due to the normal stress is simply<br />
neglected. The production, G, is therefore computed by (see Eqs. 4.75b in Chapter 4):<br />
G � � nt<br />
�<br />
�V t<br />
�n<br />
(4.75b)<br />
which is plotted by solid lines in Fig. 5.22f,g. It was mentioned previously that this<br />
production was not sufficient to generate the turbulent kinetic energy. The simulation<br />
under-estimates the experimental values.<br />
Now suppose that, in the absence of knowledge on the normal velocity distribution, we<br />
assume a linear distribution of the normal velocities between the wall and the adjacent<br />
node. We subsequently use this linear distribution to obtain the normal velocity gradient<br />
and the normal stress in Eq. 4.75a. The production term thus obtained is shown by pointdashed<br />
lines in Fig. 5.22f,g. Evidently the production increases notably in front of the<br />
cylinder (Fig. 5.22f). There is also an increase, although not much, of the production of<br />
turbulent kinetic energy downstream of the cylinder (Fig. 5.22g).