To minimize variability, careful control and standardization of experimental conditions are crucial. Techniques include:
Using precise temperature and pressure control systems. Ensuring consistent and accurate reactant feed rates. Thoroughly characterizing catalysts for surface area, pore size distribution, and active site concentration. Implementing rigorous protocols for catalyst preparation and pre-treatment.