In order to further increase efficiency while reducing harmful emissions, clever control methods have been proposed, e.g. using external electric and magnetic fields. We consider that minimalistic mathematical models are required if heat and mass transfer processes within the granule and the controlling device are low computational power. The authors develop the network model presented in previous publications, further preserving the topology of the network model, consisting of nodes and channels connecting the nodes, with one-dimensional gas dynamics equations governing the gas flow between the nodes. In addition, mass conservation laws are used at the nodes to couple the gas dynamics equations on the various nodes. The resistance to gas flow between the nodes in the two models is described by different parameters – permeability coefficient for the simple network model and channel length and diameter for the alternative model; these can be customized to apply both methods to the main problem. This paper deals with several stages of biomass granule production virtual material design process. At first, a network model describes the biomass granule’s internal structure, and heat, mass transfer, and chemical reaction processes are modeled on the network. Finally, we compare the results of the two models for some representative geometries. The results show good agreement if the network model is a sufficiently good discretization of the one-dimensional pipe network model. The results also depend on the geometry of the model.