Thermal cleaning is crucial because it restores the activity and selectivity of catalysts, extending their operational life and reducing the need for frequent replacement. This is especially important in industrial processes like petroleum refining and chemical manufacturing, where catalyst performance directly impacts product yield and process efficiency.