Our model can be employed for a deeper understanding of the effect of binder-active material ratio studied in solvent-free experiments or adapted to investigate other types of battery technologies such as sodium ion and solid-state batteries. It brings for the first time a digital solution to assist in the optimization of the dry processing of battery electrodes, towards the reduction of the time to market of these new processing methods.