Catalyst deactivation is one of the primary causes of downtime in catalytic processes. Deactivation mechanisms, such as poisoning by impurities, sintering of active sites, or fouling by carbon deposits, can reduce the catalyst's activity and selectivity. When a catalyst becomes ineffective, the process may need to be stopped for catalyst replacement or regeneration.