In catalysis, various factors such as temperature, pressure, and reactant concentrations need to be precisely controlled to maximize the activity and selectivity of the catalyst. MPC helps by continuously monitoring these variables and predicting their future states. By solving an optimization problem at each control step, MPC adjusts the inputs to maintain optimal conditions, thereby improving the overall efficiency of the catalytic process.