Assessing Current and Future Infrastructure Hazards

Conference · Mon Oct 26 04:00:00 EDT 2020

OSTI ID:1765973

Romeo, Lucy F.; Dyer, Alec S.; Zaengle, Dakota; Nelson, Jake R. ^[1]; Wenzlick, Madison Z.; Duran, Rodrigo; Sabbatino, Michael; Wingo, Patrick; Barkhurst, Aaron A.; Bauer, Jennifer ^[2]; Rose, Kelly ^[2]

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1. Geo-Analysis & Monitoring Team
2. NETL

Project Objective Execute intelligent analytics via an advanced analytical framework, to assess the current state of offshore infrastructure, evaluate infrastructure life, and identify technologies to reduce infrastructure hazards, costs, and extend infrastructure life. Approach &amp; Results thus Far• Build comprehensive dataset• Perform data-driven analytics to evaluate infrastructure integrity<p> 1. Remaining lifespan</p><p> 2. Likelihood of future risk</p><p>• Apply data-driven advanced spatial, statistical, and Machine Learning (ML) models to quantify existing infrastructure integrity</p><p>• Release data and models through a smart, online platform hosted by Energy Data eXchange (EDX)</p>

• Research Organization: National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV, and Albany, OR (United States)
• Sponsoring Organization: USDOE Office of Fossil Energy (FE)
• OSTI ID: 1765973
• Country of Publication: United States
• Language: English