The Chair of Mineral Processing at Montanuniversität Leoben, in collaboration with IFE Aufbereitungstechnik GmbH, is conducting a multi-year digitalization research project. The project's goal is to implement innovative sensor systems and apply Machine Learning Methods for the continuous monitoring of processing equipment in the mineral and waste processing industries, with a primary focus on vibrating screens.