Understanding Digital Twins for Cyber-Physical Systems: A Conceptual Model
Digital Twins (DTs) are revolutionizing Cyber-Physical Systems (CPSs) in many ways, including their development and operation. The significant interest of industry and academia in DTs has led to various definitions of DTs and related concepts, as seen in many recently published papers. Thus, there is a need for precisely defining different DT concepts and their relationships. To this end, we present a conceptual model that captures various DT concepts and their relationships, some of which are from the published literature, to provide a unified understanding of these concepts in the context of CPSs. The conceptual model is implemented as a set of Unified Modeling Language (UML) class diagrams and the concepts in the conceptual model are explained with a running example of an automated warehouse case study from published literature and based on the authors’ experience of working with the real CPS case study in previous projects.
Authors: Tao Yue, Paolo Arcaini and Shaukat Ali
Title of the source: 2021 10th International Symposium On Leveraging Applications of Formal Methods, Verification and Validation (ISoLA)
Relevant pages: 54-71