Abstract
The concept of entropy conservation, stability, and consistency is applied to systems of hyperbolic equations to create new flux functions for the scalar and systems of conservation laws. Firstly, Burgers’ equation is modelled, followed by the Navier–Stokes equations. The new models are compared with the pre-existing entropy consistent fluxes at selected viscosity levels; it is found that the system flux requires additional entropy production at low viscosities, but not at higher viscosity values. Initial results herein demonstrate that the accuracy of the first order systems approach are comparable to the results produced by the original entropy-consistent Navier–Stokes flux.






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Acknowledgments
This research is made possible in part by Universiti Sains Malaysia Research University Grant (No: 1001/PAERO/ 814152), Universiti Tun Hussein Onn Malaysia and scholarship from the Malaysian Ministry of Higher Education.
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Appendices
Appendix 1: Entropy Conserving Flux
The entropy conserving flux \(\mathbf f _i\) from Eq. (50) satisfies
and is calculated based on averaged quantities of
To determine the averaged quantities, we firstly define \( z_1 = \sqrt{\frac{\rho }{p}}, \, z_2 = \sqrt{\frac{\rho }{p}u}, \, z_3 = \sqrt{\rho p}\). The averaged quantities are composed from functions of arithmetic mean \( \bar{a} = \frac{a_L + a_R}{2}\) and logarithmic mean as defined in “Appendix 2”. Based on Eq. (67), the quantities used in the flux are as follows
Appendix 2: Logarithmic Mean
Let \(\zeta = \frac{a_L}{a_R}\). Define \(a^{ln}(L, R) = \frac{a_L + a_R}{ln (\zeta )} \frac{\zeta - 1}{\zeta + 1}\) where \( ln(\zeta ) = 2 (\frac{1 - \zeta }{1 + \zeta } + \frac{1}{3} \frac{(1 - \zeta )^3}{(1 + \zeta )^3} + \frac{1}{5} \frac{(1 - \zeta )^5}{(1 + \zeta )^5} + \frac{1}{7} \frac{(1 - \zeta )^7}{(1 + \zeta )^7} + O(\zeta ^9))\). To calculate the logarithmic mean we use the following subroutine:
-
1.
Set the following: \(\zeta = \frac{a_L}{a_R}, \quad f = \frac{\zeta - 1}{\zeta + 1}, \quad u = f * f\)
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2.
If \((u < \epsilon )\)
$$\begin{aligned} F = 1.0 + u/3.0 + u * u/5.0 + u * u * u/7.0 \end{aligned}$$ -
3.
Else
$$\begin{aligned} F = ln(\zeta )/2.0/(f) \end{aligned}$$thus
$$\begin{aligned} a^{ln}(L, R) = \frac{a_L + a_R}{2F}, \quad \epsilon = 10^{-2} \end{aligned}$$
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Mohammed, A.N., Ismail, F. Entropy Consistent Methods for the Navier–Stokes Equations. J Sci Comput 63, 612–631 (2015). https://doi.org/10.1007/s10915-014-9904-3
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DOI: https://doi.org/10.1007/s10915-014-9904-3