학술논문

Implementing a Complete Digital Thread: The Need for Data Element Mapping and Analysis
Document Type
Periodical
Source
IEEE Open Journal of Systems Engineering IEEE Open J. Syst. Eng. Systems Engineering, IEEE Open Journal of. 1:139-152 2023
Subject
Components, Circuits, Devices and Systems
General Topics for Engineers
Message systems
Visualization
Systems engineering and theory
Software
Data models
Unified modeling language
Functional analysis
Data element mapping and analysis (DEMA)
digital engineering
digital thread
functional analysis
Language
ISSN
2771-9987
Abstract
In the age of digitalization and the fourth industrial revolution, the concept of the digital thread has captured both the attention and resources of countless organizations. However, despite its growing popularity and a plethora of technologies being offered that promise to create the digital thread, this research revealed that no current techniques allow for the systematic uncovering of data and information flows in a way that reveals individual threads of data elements. Therefore, data element mapping and analysis (DEMA) is proposed as a tool capable of identifying all the data elements at the granularity necessary to connect digital threads. DEMA is a technology agnostic approach that allows an enterprise to move from a functional, document-centric view of data and information flows to a data element level view, with the data elements serving as the connectors of the digital thread.

Online Access