You will need to find the oil deposit on the map. With K2 active, the map generator controls for crude oil, mineral water, and imersite, remain active, even if "No resources" is selected.
K2 has settings for infinite oil. Mineral water and imersite are special resources. This mod can not be used to place those resources, they are integral to K2 game play and balance. They are map generated only.