Reynolds-averaged Navier–Stokes Equations
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The Reynolds-averaged Navier–Stokes equations (RANS equations) are time-averaged equations of motion for fluid flow. The idea behind the equations is
Reynolds decomposition In fluid dynamics and turbulence theory, Reynolds decomposition is a mathematical technique used to separate the expectation value of a quantity from its fluctuations. Decomposition For example, for a quantity u the decomposition would be u(x,y,z ...
, whereby an instantaneous quantity is decomposed into its time-averaged and fluctuating quantities, an idea first proposed by
Osborne Reynolds Osborne Reynolds (23 August 1842 – 21 February 1912) was an Irish-born innovator in the understanding of fluid dynamics. Separately, his studies of heat transfer between solids and fluids brought improvements in boiler and condenser design. ...
. The RANS equations are primarily used to describe
turbulent flow In fluid dynamics, turbulence or turbulent flow is fluid motion characterized by chaotic changes in pressure and flow velocity. It is in contrast to a laminar flow, which occurs when a fluid flows in parallel layers, with no disruption between t ...
s. These equations can be used with approximations based on knowledge of the properties of flow
turbulence In fluid dynamics, turbulence or turbulent flow is fluid motion characterized by chaotic changes in pressure and flow velocity. It is in contrast to a laminar flow, which occurs when a fluid flows in parallel layers, with no disruption between ...
to give approximate time-averaged solutions to the
Navier–Stokes equations In physics, the Navier–Stokes equations ( ) are partial differential equations which describe the motion of viscous fluid substances, named after French engineer and physicist Claude-Louis Navier and Anglo-Irish physicist and mathematician Geo ...
. For a stationary flow of an incompressible
Newtonian fluid A Newtonian fluid is a fluid in which the viscous stresses arising from its flow are at every point linearly correlated to the local strain rate — the rate of change of its deformation over time. Stresses are proportional to the rate of chang ...
, these equations can be written in Einstein notation in Cartesian coordinates as: \rho\bar_j \frac = \rho \bar_i + \frac \left - \bar\delta_ + \mu \left( \frac + \frac \right) - \rho \overline \right The left hand side of this equation represents the change in mean momentum of a fluid element owing to the unsteadiness in the
mean flow In fluid dynamics, the fluid flow is often decomposed into a mean flow and deviations from the mean. The averaging can be done either in space or in time, or by ensemble averaging In machine learning, particularly in the creation of artificial ...
and the convection by the mean flow. This change is balanced by the mean body force, the isotropic stress owing to the mean pressure field, the viscous stresses, and apparent stress \left( - \rho \overline \right) owing to the fluctuating velocity field, generally referred to as the
Reynolds stress In fluid dynamics, the Reynolds stress is the component of the total stress tensor in a fluid obtained from the averaging operation over the Navier–Stokes equations to account for turbulent fluctuations in fluid momentum. Definition The veloci ...
. This nonlinear Reynolds stress term requires additional modeling to close the RANS equation for solving, and has led to the creation of many different
turbulence models Turbulence modeling is the construction and use of a mathematical model to predict the effects of turbulence. Turbulent flows are commonplace in most real life scenarios, including the flow of blood through the cardiovascular system, the airflow o ...
. The time-average operator \overline is a
Reynolds operator In fluid dynamics and invariant theory, a Reynolds operator is a mathematical operator given by averaging something over a group action, satisfying a set of properties called Reynolds rules. In fluid dynamics Reynolds operators are often encountere ...
.


Derivation of RANS equations

The basic tool required for the derivation of the RANS equations from the instantaneous
Navier–Stokes equations In physics, the Navier–Stokes equations ( ) are partial differential equations which describe the motion of viscous fluid substances, named after French engineer and physicist Claude-Louis Navier and Anglo-Irish physicist and mathematician Geo ...
is the
Reynolds decomposition In fluid dynamics and turbulence theory, Reynolds decomposition is a mathematical technique used to separate the expectation value of a quantity from its fluctuations. Decomposition For example, for a quantity u the decomposition would be u(x,y,z ...
. Reynolds decomposition refers to separation of the flow variable (like velocity u) into the mean (time-averaged) component (\overline) and the fluctuating component (u^). Because the mean operator is a
Reynolds operator In fluid dynamics and invariant theory, a Reynolds operator is a mathematical operator given by averaging something over a group action, satisfying a set of properties called Reynolds rules. In fluid dynamics Reynolds operators are often encountere ...
, it has a set of properties. One of these properties is that the mean of the fluctuating quantity is equal to zero (\bar = 0). Thus, u(\boldsymbol,t) = \bar(\boldsymbol) + u'(\boldsymbol,t) , where \boldsymbol = (x,y,z) is the position vector. Some authors prefer using U instead of \bar for the mean term (since an overbar is sometimes used to represent a vector). In this case, the fluctuating term u^\prime is represented instead by u. This is possible because the two terms do not appear simultaneously in the same equation. To avoid confusion, the notation u, \bar, and u' will be used to represent the instantaneous, mean, and fluctuating terms, respectively. The properties of
Reynolds operator In fluid dynamics and invariant theory, a Reynolds operator is a mathematical operator given by averaging something over a group action, satisfying a set of properties called Reynolds rules. In fluid dynamics Reynolds operators are often encountere ...
s are useful in the derivation of the RANS equations. Using these properties, the Navier–Stokes equations of motion, expressed in tensor notation, are (for an incompressible Newtonian fluid): \frac = 0 \frac + u_j \frac = f_i - \frac \frac + \nu \frac where f_i is a vector representing external forces. Next, each instantaneous quantity can be split into time-averaged and fluctuating components, and the resulting equation time-averaged, to yield: \frac = 0 \frac + \bar_j\frac + \overline = \bar_i - \frac\frac + \nu \frac. The momentum equation can also be written as, \frac + \bar_j\frac = \bar_i - \frac\frac + \nu \frac - \frac. On further manipulations this yields, \rho \frac + \rho \bar_j \frac = \rho \bar_i + \frac \left - \bar\delta_ + 2\mu \bar_ - \rho \overline \right where, \bar_ = \frac\left( \frac + \frac \right) is the mean rate of strain tensor. Finally, since integration in time removes the time dependence of the resultant terms, the time derivative must be eliminated, leaving: \rho \bar_j\frac = \rho \bar + \frac \left - \bar\delta_ + 2\mu \bar_ - \rho \overline \right


Equations of Reynolds stress

The time evolution equation of
Reynolds stress In fluid dynamics, the Reynolds stress is the component of the total stress tensor in a fluid obtained from the averaging operation over the Navier–Stokes equations to account for turbulent fluctuations in fluid momentum. Definition The veloci ...
is given by: \frac + \bar_k \frac = -\overline\frac -\overline\frac +\overline - \frac \left( \overline + \frac \delta_ + \frac \delta_ - \nu \frac \right) -2 \nu \overline This equation is very complicated. If \overline is traced,
turbulence kinetic energy In fluid dynamics, turbulence kinetic energy (TKE) is the mean kinetic energy per unit mass associated with eddies in turbulent flow. Physically, the turbulence kinetic energy is characterised by measured root-mean-square (RMS) velocity fluctuat ...
is obtained. The last term \nu \overline is turbulent dissipation rate. All RANS models are based on the above equation.


Applications (RANS modelling)

A model for testing performance was determined that, when combined with the vortex lattice (VLM) or boundary element method (BEM), RANS was found useful for modelling the flow of water between two contrary rotation propellers, where VLM or BEM are applied to the propellers and RANS is used for the dynamically fluxing inter-propeller state.


Notes


See also

*
Favre averaging Favre averaging is the density-weighted averaging method, used in variable density or compressible turbulent flows, in place of the Reynolds averaging. The method was introduced formally by the French scientist A. J. Favre in 1965, although Osborne ...


References

{{DEFAULTSORT:Reynolds-averaged Navier-Stokes equations Fluid dynamics Turbulence Turbulence models Computational fluid dynamics