K-epsilon turbulence model 2026-10-14
A two-equation closure transporting turbulent kinetic energy and its turbulent kinetic energy dissipation rate . Its eddy viscosity is . In a high-Reynolds-number wall-normal reduction, turbulent diffusion has coefficients and ; the energy equation has shear production and destruction , while the dissipation equation has modeled production and destruction . The dissipation production/destruction terms are closure terms, not a second conservation of energy.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 84 4 a Solution Created 2026-10-03 Updated 2026-10-14
The K-epsilon turbulence model evolves turbulent kinetic energy and its turbulent kinetic energy dissipation rate , rather than resolving turbulent fluctuations. It closes the Reynolds stress with an isotropic eddy viscosity, , and models transport of and by gradient diffusion with coefficients and . Production is tied to mean strain; dissipation-equation production and destruction are modeled terms with empirical constants. The characteristic velocity and length are and . These assumptions are primarily for high Reynolds number, and strongly anisotropic flow, sharp interfaces and molecular-viscosity-dominated regions need additional treatment. The dissipation equation is a closure, not a second exact energy-conservation law.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 87 3 ii Solution Created 2026-10-03 Updated 2026-10-14
The first similarity hypothesis of Kolmogorov 1941 theory states that at sufficiently large Reynolds number, the small-scale statistics in the equilibrium range are locally universal and determined by the mean turbulent kinetic energy dissipation rate and kinematic viscosity , together with the separation or wavenumber being measured. Large-scale forcing details are excluded only at scales well below the integral scale of turbulence.
These parameters define the Kolmogorov microscalesDimensional analysis gives universal functions and withThe dimensional factors follow because has units of velocity squared, whereas has units of velocity squared times length. The universal equilibrium forms include viscous effects; they do not impose a power law through the dissipation range.
The second similarity hypothesis asserts independence of kinematic viscosity at scales large compared with but still small compared with the integral scale. In this inertial range, can depend only on and . Balancing time and length dimensions forces powers and . The same calculation for , using instead of , forces powers and . HenceThe constants and are universal within the hypotheses and the stated normalization. They are related by the exact structure-function spectral filter, rather than by assigning all energy to one sharp scale.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 73 3 i Solution Created 2026-10-03 Updated 2026-10-14
Here is turbulent kinetic energy per unit mass, , rather than the permeability of a porous medium used in the porous-flow questions. The K-epsilon turbulence model represents the high-Reynolds-number transport of this energy and its turbulent kinetic energy dissipation rate .
In the equation, is the divergence of modeled turbulent diffusion, is mean-shear production, and is molecular conversion of fluctuation energy into heat. Statistical stationarity and fully developed flow have removed storage and streamwise advection from this reduction.
In the equation, transports dissipation intensity; models its generation associated with energy production; and models its destruction. The time scale supplies the source-rate dimension. The equation is a closure, not another energy-conservation equation. Finally, has dynamic viscosity dimensions and parametrizes Reynolds stress transport; set the relative diffusion strengths, and the remaining constants calibrate the closure.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 73 3 vi Solution Created 2026-10-03 Updated 2026-10-14
Equating the two expressions for eddy viscosity gives directlyFrom the preceding part, . Replace one factor of using that identity, and then replace itself by . This proves all three equivalent dissipation expressions:Each is the same turbulent kinetic energy dissipation rate, with dimensions of velocity cubed divided by length. Its equivalent friction-velocity form is .
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 73 4 ii Solution Created 2026-10-03 Updated 2026-10-14
The fluctuation speed and the integral scale of turbulence give a turnover time . Dividing the velocity-variance scale by that time gives a turbulent kinetic energy dissipation rate proportional to . Likewise mass density variance removed over scalar mixing time gives the density-variance dissipation rate proportional to . Absorbing dimensionless proportionality coefficients into the specified length scales givesThese are integral-scale closure estimates, not exact consequences of dimensional analysis alone. In particular for the turbulent-energy convention in Question 3. The normalization of is the one fixed by the printed scalar balance; if the budget is written for the full variance rather than one half of it, both production and dissipation terms acquire a factor two.