Can AI-driven systems predict catalyst deactivation?
Yes, AI-driven systems can predict catalyst deactivation by analyzing historical performance data and identifying signs of degradation. Predictive maintenance algorithms can forecast when a catalyst is likely to lose its activity, allowing for timely interventions to either regenerate or replace the catalyst. This helps in maintaining consistent performance and avoiding unexpected shutdowns.
