Thermal cleaning is a process used to regenerate catalysts by removing accumulated carbonaceous deposits, also known as coke. Over time, catalysts can become deactivated due to these deposits, which block active sites and reduce the efficiency of catalytic reactions. Thermal cleaning involves heating the catalyst to high temperatures in the presence of an oxidizing agent to burn off these deposits.