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Maximum Entropy Method for Solving the Turbulent Channel Flow Problem

Mechanical and Aerospace Engineering, SEMTE, Arizona State University, Tempe, AZ 85287, USA
Entropy 2019, 21(7), 675; https://doi.org/10.3390/e21070675
Received: 22 May 2019 / Revised: 27 June 2019 / Accepted: 5 July 2019 / Published: 11 July 2019
(This article belongs to the Section Multidisciplinary Applications)
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Abstract

There are two components in this work that allow for solutions of the turbulent channel flow problem: One is the Galilean-transformed Navier-Stokes equation which gives a theoretical expression for the Reynolds stress (u′v′); and the second the maximum entropy principle which provides the spatial distribution of turbulent kinetic energy. The first concept transforms the momentum balance for a control volume moving at the local mean velocity, breaking the momentum exchange down to its basic components, u′v′, u′2, pressure and viscous forces. The Reynolds stress gradient budget confirms this alternative interpretation of the turbulence momentum balance, as validated with DNS data. The second concept of maximum entropy principle states that turbulent kinetic energy in fully-developed flows will distribute itself until the maximum entropy is attained while conforming to the physical constraints. By equating the maximum entropy state with maximum allowable (viscous) dissipation at a given Reynolds number, along with other constraints, we arrive at function forms (inner and outer) for the turbulent kinetic energy. This allows us to compute the Reynolds stress, then integrate it to obtain the velocity profiles in channel flows. The results agree well with direct numerical simulation (DNS) data at Reτ = 400 and 1000. View Full-Text
Keywords: turbulence; energy distribution; maximum entropy principle turbulence; energy distribution; maximum entropy principle
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Lee, T.-W. Maximum Entropy Method for Solving the Turbulent Channel Flow Problem. Entropy 2019, 21, 675.

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