Scaling up catalysts from laboratory to industrial scale involves several challenges. The reproducibility of catalyst performance on a larger scale can be difficult to achieve. Factors such as heat transfer, mass transfer, and mechanical stability become more significant when scaling up. Additionally, the cost of producing large quantities of catalysts with the desired size and capacity can be prohibitive.