IIoT Platform for Assisted Manufacturing Processes: Asset Administration Shell Integration for Fine Grinding Technologies

This work-in-progress presents current research results on the development of an IIoT technology platform for integrating innovative manufacturing technologies into regional value creation networks, with the current phase focusing on fine grinding technologies (KombiFin). The platform addresses key barriers to utilizing advanced technologies, including complexity, skills shortage and system reliability, through the integration of Asset Administration Shell (AAS) and intelligent assistance systems. The platform employs an open-source AAS middleware framework with cognitive assistance functions and is designed to enable systematic modeling of complex manufacturing processes and expert knowledge. Current validation in precision machining processes demonstrates the theoretical and analytical potential for successfully integrating digital twins with time process control, automated parameter optimization, and cross-system interoperability. The standardized AAS-based architecture enables unlimited scalability, supporting any number of CNC machines (Computerized Numerical Control) and manufacturing cells through distributed processing capabilities. This research contributes to developing regional value creation networks by providing a unified technology platform that bridges the gap between advanced manufacturing capabilities.