In a slowly deepening mixed layer driven by a rotating boundary, a phenomenological balance between energy input, turbulent loss and acceleration of entrained fluid can keep total kinetic energy approximately fixed. For a tank of radius this gives , so velocity decreases as . The closure does not make the speed constant and is an additional physical assumption rather than a direct consequence of mass conservation.
For potential energy of two-layer entrainment with constant , the fixed-energy turbulent mixed layer assumption gives . If and the interfacial power model for entrainment applies with fixed coefficients, integration gives the displayed depth law with . The relation applies only before the layer reaches the tank bottom. Its interfacial Richardson number stays constant for fixed interface thickness, whereas it decreases like in the constant-speed entrainment model.
With constant interface thickness and the local entrainment exponent , the fixed-energy turbulent mixed layer satisfies . Integration gives a linear growth law for . Once an initial-depth offset is negligible, scales as . The law applies before the mixed layer reaches the tank bottom and after the initial forcing transient.

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