Probabilistic Digital Twins: An Innovative Asset Integrity Maintenance – Arvind Keprate, DNV GL

The session will be expounding the role of probabilistic digital twins in asset integrity maintenance with primary focus on application of Bayesian Networks (BNs). An illustrative case study shall be performed showcasing the use of BNs for asset integrity maintenance.


  • What are probabilistic digital twins (PDTs)?
  • What are Bayesian Networks (BNs)?
  • How BNs are used for asset integrity maintenance.
  • Pitfalls of PDTs.

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