Digital twin-based management model for high-tech production

A management model for high-tech production based on digital twin technology is presented, combining the architecture of a data lake and the principles of ontological engineering and an agent-based service approach. The study examines the problems of managing complex production environments in the context of Industry 4.0, and suggests a hybrid approach combining the principles of a “smart factory” with lean manufacturing methodologies. The model includes a multi-level architecture covering strategic, tactical and operational levels, supported by an agent-service structure for system integration. The aim of the work is to develop an integrated management model for high-tech production based on the integration of digital twin technology, an ontological approach, and an agent-service architecture using a data lake.