A simplified cellular automata demonstration inspired by industrial Fluid Catalytic Cracking systems
This simplified cellular automata model illustrates a key principle of complex systems: identical local rules can produce different global outcomes when system scale changes.
Two systems are simulated side-by-side using the same interaction rules and nominal operating conditions. The only difference is system size.
As the system grows, the number of interacting elements increases and local disturbances can propagate differently. This can push the larger system into behavioral regimes that do not appear at smaller scales.
This demonstration is conceptual. The research models used in industrial studies incorporate process kinetics, hydrodynamics, and validated operational data.