The behavior of the oil particles under various conditions is controlled by many factors including the chosen Drag model, i.e. Ishii-Zuber or some other model that might be applicable. The Ishii-Zuber drag model handles sparse and dense dispersed fluid (i.e. non-solid) particles automatically. Details of the Ishii-Zuber model can be found in the documentation: ANSYS CFX-Solver Theory Guide | Multiphase Flow Theory | Interphase Momentum Transfer Models |
For modeling of a change in flow behavior for dense packing conditions, using a drag model that provides a different calculation of the drag coefficient for different packing is essential.
The packing at the walls can be kept within reasonable limits by setting the maximum packing factor (default =1.0). This should prevent droplets from accumulating past an unrealistic packing value.
Other factors like flow field, surface finish, surface tension, etc. impact the behavior of fluid layers near walls.