Search results for: BBN

• Risk Diagnosis and Management with BBN for Civil Engineering Projects during Construction and Operation

  Publication

  • M. W. Kembłowski
  • B. Grzyl
  • A. Siemaszko
  • A. Kristowski

  - E3S Web of Conferences - Year 2018

  The authors demonstrate how expert knowledge about the construction and operation phases combined with monitoring data can be utilized for the diagnosis and management of risks typical to large civil engineering projects. The methodology chosen for estimating the probabilities of risk elements is known as Bayesian Belief Networks (BBN). Using a BBN model one can keep on updating the risk event probabilities as the new evidence...

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• Evidence-Based Risk Management for Civil Engineering Projects Using Bayesian Belief Networks (BBN)

  Publication

  • A. Siemaszko
  • B. Grzyl
  • A. Kristowski

  - Year 2018

  The authors are seeking new methods for improving the efficiency of the investments associated with the maintenance and operation of existing civil engineering structures. It is demonstrated how the knowledge about the elements of construction and operation phases and their relationships, combined with monitoring data can be used for more effective management of the risks associated with civil engineering projects. The methodology...

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