One of the challenges of developing digital twin simulations stems from lacking full information about business process flows and characterizations of their input distributions. This chapter describes how this challenge arises in different phases of digital twin development. We present practitioners an overview of solutions to use for correctly quantifying the overall uncertainty in digital twin simulation development. We accompany the presentation with a supply chain use case.

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Uncertainty Quantification in Digital Twin Simulations

  • Bahar Biller,
  • Canan Gunes Corlu,
  • Stephan R. Biller

摘要

One of the challenges of developing digital twin simulations stems from lacking full information about business process flows and characterizations of their input distributions. This chapter describes how this challenge arises in different phases of digital twin development. We present practitioners an overview of solutions to use for correctly quantifying the overall uncertainty in digital twin simulation development. We accompany the presentation with a supply chain use case.