1. Regular Monitoring and Maintenance: Implementing rigorous monitoring can help in early detection of catalyst deactivation and allow for timely regeneration or replacement.
2. Optimization of Reaction Conditions: Employing advanced techniques such as process simulation and machine learning can help in identifying and maintaining optimal reaction conditions, thereby improving efficiency.
3. Advanced Catalyst Design: Investing in R&D for developing more robust catalysts with higher turnover numbers and resistance to deactivation can significantly reduce financial losses.
4. Supply Chain Management: Effective management and diversification of the supply chain can minimize the impact of delays and shortages.
