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While developing “solar energy” heating systems in the oil and petroleum industries, and other similar fields, through computational analysis, a detailed understanding of the “turbulent-flow-regimes” is not only necessary but is challenging as well. The standard κ − ε turbulence model is widely used in the field of diesel-combustion. To obtain the accurate analysis of the controlled combustion of the turbulent mixing, the computational analysis of the dynamical and kinematic properties is highly desired. This article presents the analysis of the total flux which is particularly useful for solar energy system in oil industry via artificial intelligence optimization of numerical simulations and graphical analysis of viscous fluids.