The enhanced oil recovery (EOR) system includes a solar tower that heats air, which is fed to an ion transport membrane (ITM) unit. The ITM unit separates oxygen from the preheated air. The separated oxygen is injected into the oil well to burn part of the well's oil, thereby generating the heat required for thermally enhance oil recovery. Combustion of part of the well's oil reduces the viscosity of the remainder, enhancing extraction of oil from the well.