The data collected from monitoring techniques are analyzed using various methods:
Kinetic Studies: These involve modeling the reaction rates to understand the mechanism and influence of different parameters on the reaction. Statistical Analysis: Techniques like regression analysis and design of experiments (DoE) help optimize reaction conditions and predict outcomes. Computational Modeling: Uses software to simulate catalytic processes, providing insights that are difficult to obtain experimentally.
