, leading to the creation of cyber-physical systems. The digital twin and the standard for the Asset Administration Shell are … applications. This paper provides a two-dimensional review of the Asset Administration Shell and data-driven methods for predictive … Administration Shell, predictive maintenance and data-driven methods is proposed within the context of the WaVe project. …