Mechanical cleaning in the context of catalysis refers to the physical methods used to remove fouling, deposits, or contaminants from the surface of catalysts. Unlike chemical or thermal cleaning methods, mechanical cleaning relies on physical forces to restore the catalyst's activity and prolong its life.