The use of ordinary differential equations (ODEs) for describing dynamic systems plays a key role in different fields of applied science and engineering. One of these fields is kinetic modelling of heterogeneous catalytic reactions. Another is the development of reliable models for describing catalytic process for scale-up or optimizing industrial plants in chemical engineering . Traditionally, the development of such models builds upon a microkinetic analysis that requires a deep knowledge about the reaction mechanism.