Many studies have been carried out on using CFD to explore spray drying phenomena.However, due to the complexity of the drying process in a conventional spray dryer that may include the wide droplet size distribution, complicated particle trajectory and difficulty in taking on-line measurements, validation of the computational codes or the models remains a challenging task. In this study, experimental conditions employed in a more defined spray drying condition, published recently on spray drying of mono-disperse skim milk droplets in a vertical cylindrical chamber, are simulated using ANSYS FLUENT.We have examined the effects of droplet-dispersion patterns on the drying results and found ways to incorporate more practical shrinkage models into the code to make simulations more realistic. Through a comparison with the relevant experimental results on 10~50 wt% skim milks published recently by the same group, we have identified a few areas that urgently need more detailed future research. Using the revised sets of codes established here, we simulated skim milk droplets (with a uniform size between 180 m to Downloaded by [Columbia University] at 00:42 03 February 2015 2 220 m) spray dried by 90°C to 180°C hot air streams. The quantitative drying history data predicted by our new model would help understanding the system better.