The DigitalTwin from an Artificial Intelligence Perspective
Abstract
Services for Cyber-Physical Systems based on Artificial Intelligence and Machine Learning require a virtual representation of the physical. To reduce modeling efforts and to synchronize results, for each system, a common and unique virtual representation used by all services during the whole system life-cycle is needed, i.e. a DigitalTwin. In this paper such a DigitalTwin, namely the AI reference model AITwin, is defined. This reference model is verified by using a running example from process industry and by analyzing the work done in recent projects.
- Publication:
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arXiv e-prints
- Pub Date:
- October 2020
- DOI:
- 10.48550/arXiv.2010.14376
- arXiv:
- arXiv:2010.14376
- Bibcode:
- 2020arXiv201014376N
- Keywords:
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- Computer Science - Artificial Intelligence
- E-Print:
- 10 pages