๐บ๐ธLeveraging Bayesian Network Analysis to Build Predictive Models Using Pipeline Incident Data
Andrew Holle & Becky Gibbs-Murray, American Innovations
Presented at the 2023 BayesiaLab Spring Conference.
Abstract
In this presentation, we explore how BayesiaLab can work to identify trends in the DOTโs Pipeline and Hazardous Materials Safety Administrationโs public incident and annual report data to identify strategies that pipeline operators can leverage to reduce incidents and predict failures more effectively.
Presentation Video
Presentation Slides
About the Presenters
Andrew Holle has been with American Innovations for over nine years and currently serves as the Senior Principal Systems Architect. Andrew has a BS in Chemical Engineering and an MS in Computer Science. He is currently focusing on innovative ways to bring the benefits of machine learning to customers through our product offerings.
Becky Gibbs-Murray has focused her entire career on building innovative, user-friendly tools that advance the oil and gas industry. She joined American Innovations in October 2021 as Senior Product Manager and holds a degree in Chemical and Petroleum Engineering from the Colorado School of Mines.
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