The use of reliable process models provides valuable information for automated, efficient, and safe operation of anaerobic digestion plants. Within the scope of the junior research group, suitable model structures and control procedures are implemented, evaluated, and revised for their specific application in process automation of industrial anaerobic digestion plants. The interdisciplinary research project thus strives to establish fundamentals of model-based automation concepts for process monitoring and control in regular plant operation.