horizon. We thus decided in favor of a longitudinal set-up. We selected an archetypical long view organization – the Shell … controversy. Our interest lay not in Shell’s crisis handling skills, and our empirical focus will not principally be on the few … months that Shell had to absorb the episode directly. Rather, we focus on the less immediate aftermath of the crisis: the …

achieved by extracting hindsight and data analytics on 14 SLMT(s) into a knowledge-based shell and processing it by a …

, 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. …