Current levels of oil shipment by rail have caused significant strain on rail infrastructure and led to crude oil train derailments and related fires. This work aims to understand crude oil droplet combustion and thereby to lead to methods to improve train fire safety. Crude oil obtained from different US oilfields has been tested with additives such as nanomaterials and polymers to make it harder to burn while not compromising its value to oil refineries.