The determination of thermodynamic equilibrium within a specific reactor was achieved through the utilization of either the equilibrium constant or the minimization of Gibbs free energy. In the case of methane reforming, the presence of solid carbon as a by-product poses a challenge when using the equilibrium constant approach. This study employed the method of...