This paper presents the analysis of a case of sharkskin effect, caused by a turbulent flow over rough engineered surfaces. From a large bibliographic analysis, the paper describes the preliminary CFD simulations of a series of profiles such as sawtooth profile (12x6 mm), scalloped (R=6mm) and triangular (6x2 mm). Although a best solution has not been identified, different geometries and dimensions have been analysed and the initial results have shown the potential of a triangular profile with a 90° angle on top implemented on Coanda affected surfaces. The reference test profile adopted is an elevated surface with an inclined step placed upwind. The corrugated surface has been applied to analyse the coupled effect of sharkskin on both the viscous and pressure terms of drag. The results allow the assessment of a mathematical model of the sharkskin behaviour, assuming a continuous profile of the riblets. Results have also been assessed against a flat planar surface with the same measurements. The outcome has demonstrated a potential reduction up to 30% in the wall shear stress. The analysis has led to the formulation of a new equation to calculate the drag and lift force as a function of Bejan number. This model opens the possibility of applying a second law of analysis method to aerodynamic and fluid dynamic effects. Although this model has not been sufficiently demonstrated, it can allow a theoretical calculation of entropy generation in the case of the specific fluid dynamic phenomenon.