At the Tüpraş Izmir Refinery in Turkey, Tube Tech’s fouling removal robot successfully contributed to a remarkable 3% increase in thermal efficiency. By addressing the challenge of fouling on the convection bank tubes within a steam methane reformer, our expertise was evident in this case study focused on SMR convection section cleaning, fouling, and fired heater efficiency optimization.