Oil can be obtained by crafting an oil well or oil factory. Oil is used to power machinery and smelt ores.
Oil can be further increased by either achivement (mining easy achivement increases max oil by 500 or Silos.
Your own max oil amount is 100.
Oil silo - Holds max 350 oil.
Golden oil Silo - Holds 1000 oil.