Catalysts can become deactivated over time due to poisoning, fouling, or sintering. Regenerating these catalysts to restore their activity can be costly. The processes involved in regeneration—such as thermal treatments, chemical washing, and re-activation—demand energy, labor, and additional materials, thus increasing operational expenditures.