Original paper
A probabilistic graphical model foundation for enabling predictive digital twins at scale
Abstract
A unifying mathematical formulation is needed to move from one-off digital twins built through custom implementations to robust digital twin implementations at scale. This work proposes a probabilistic graphical model as a formal mathematical representation of a digital twin and its associated physical asset. We create an abstraction of the asset-twin system as a set of coupled dynamical systems, evolving over time through their respective state...
Paper Details
Title
A probabilistic graphical model foundation for enabling predictive digital twins at scale
Published Date
May 20, 2021
Journal
Volume
1
Issue
5
Pages
337 - 347
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Notes
History