Catalyst deactivation is a significant issue that affects operational costs. Over time, catalysts can become poisoned, fouled, or sintered, leading to a loss in activity and selectivity. This necessitates frequent catalyst regeneration or replacement, both of which are costly procedures. The downtime required for these processes also adds to the operational expenses.