Understanding the reaction kinetics is vital for successful scale-up. Kinetic data obtained from small-scale experiments must be accurately translated to large-scale processes. This involves considering changes in reaction mechanisms that may occur under different conditions of temperature, pressure, and concentration. Advanced modeling techniques can help predict and mitigate these changes.