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Keywords: Bayesian networks
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Proceedings Papers

Proc. ASME. IPC2020, Volume 2: Pipeline Safety Management Systems; Project Management, Design, Construction, and Environmental Issues; Strain Based Design; Risk and Reliability; Northern, Offshore, and Production Pipelines, V002T07A002, September 28–30, 2020
Publisher: American Society of Mechanical Engineers
Paper No: IPC2020-9240
... from West Pipeline Company, CNPC. Bayesian networks corrosion digital twins erosion microbiologically influenced corrosion probabilistic digital twins risk assessment uncertain data uncertain knowledge PROBABILISTIC DIGITAL TWINS FOR TRANSMISSION PIPELINES Francois Ayello DNV GL Dublin...
Proceedings Papers

Proc. ASME. IPC2020, Volume 2: Pipeline Safety Management Systems; Project Management, Design, Construction, and Environmental Issues; Strain Based Design; Risk and Reliability; Northern, Offshore, and Production Pipelines, V002T07A014, September 28–30, 2020
Publisher: American Society of Mechanical Engineers
Paper No: IPC2020-9504
... approaches — a standard reliability-based approach and a Bayesian Network approach — were compared based on a number of criteria related to effective use of existing data, flexibility of the framework, and ability to iteratively improve the results. The results of the comparison indicate that a hybrid...