Research on Digital Twin-based safety teaching model in digital manufacturing: a new pathway for integrated vocational education

In the context of Industry 5.0, intelligent manufacturing has emerged as a strategic priority for the development of advanced industrial systems. Among its core enabling technologies, Digital Twin (DT) plays a vital role by linking physical processes with virtual models through real-time data exchange. This integration has proven valuable in production monitoring, fault detection, and system optimization. At the same time, recent advances in data-driven educational technologies have accelerated the shift toward more adaptive and personalized learning environments [1].