The macroscopic scale involves the overall behavior of the catalytic system, including mass transfer, heat transfer, and fluid dynamics. This scale is essential for designing industrial reactors and optimizing reaction conditions. Computational Fluid Dynamics (CFD) and process simulation tools are often used to model these phenomena.