Introduction : The base oil industry plays a critical role in the global lubricants and petrochemical sectors, serving as the primary raw material used in the production of automotive lubricants, industrial oils, greases, transmission fluids, and various specialty products. Base oils are refined from crude oil or produced through synthetic chemica