학술논문

Towards Trust-preserving Continuous Co-evolution of Digital Twins
Document Type
Conference
Source
2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C) ICSA-C Software Architecture Companion (ICSA-C), 2022 IEEE 19th International Conference on. :96-99 Mar, 2022
Subject
Computing and Processing
Analytical models
Uncertainty
Software architecture
Conferences
Decision making
Data models
Digital twins
Language
ISSN
2768-4288
Abstract
Physical systems are complex, and their behaviour is typically affected by uncertainty caused by incomplete knowledge about their state and operations. The emergence of Digital Twins (DTs), i.e., virtual copies of physical systems, leverages the opportunity of supporting in-vitro diagnoses and decision-making. However, the adoption of DTs cannot neglect the trust that stakeholders have in them and in their insights. Here, we present a preliminary framework for architecting DTs where appropriate modeling notations, trust assurance, and co-evolution between DTs and physical systems are part of a holistic method aiming to guarantee that a DT conforms, in terms of configuration and behaviour, to its corresponding Physical Twin (PT).