U.S. Department of EnergyOffice of Scientific and Technical Information
Offshore AIIM Dashboard
Abstract
The Advanced Infrastructure Integrity Model (AIIM) is a multivariate, multi-machine learning modeling technology applied to evaluate the integrity of offshore energy infrastructure (e.g., pipelines, platforms) in the U.S Gulf Region. Offshore energy infrastructure plays an essential role in ensuring access to safe and secure energy for the United States. According to the U.S. Energy Information Administration (EIA), production in the U.S. Gulf Region accounts for 15% of total crude and 5% of total natural gas from the United States. Many of these structures have been operating for close to or past their design life, while others have the chance of attrition before return on investment. To better understand the potential for reuse or life extension opportunities, an assessment of the infrastructure integrity is critical to inform safe decision making. Assessing structural integrity, AIIM provides key insights that inform infrastructure use and reuse, as well as hazard prevention planning, in support of stakeholders including researchers and industry.
- Authors:
-
- National Energy Technology Laboratory
- Publication Date:
- Other Number(s):
- 3898c565-adb2-4721-92aa-f5a12bf292b4
- Research Org.:
- National Energy Technology Laboratory - Energy Data eXchange; NETL
- Sponsoring Org.:
- USDOE Office of Fossil Energy (FE)
- Subject:
- AIIM; Advanced Infrastructure Integrity Model; Big Data; Gulf Of Mexico; Gulf of Mexico; Infrastructure; Machine Learning; Offshore; Oil and Gas; Pipelines; Platforms; dashboard; infrastructure; offshore; pipelines; platforms
- OSTI Identifier:
- 2433973
- DOI:
- https://doi.org/10.18141/2433973
Citation Formats
Schooley, Catherine, Romeo, Lucy, Zaengle, Dakota, Pfander, Isabelle, Duran, Rodrigo, Bauer, Jennifer, and Rose, Kelly. Offshore AIIM Dashboard. United States: N. p., 2024.
Web. doi:10.18141/2433973.
Schooley, Catherine, Romeo, Lucy, Zaengle, Dakota, Pfander, Isabelle, Duran, Rodrigo, Bauer, Jennifer, & Rose, Kelly. Offshore AIIM Dashboard. United States. doi:https://doi.org/10.18141/2433973
Schooley, Catherine, Romeo, Lucy, Zaengle, Dakota, Pfander, Isabelle, Duran, Rodrigo, Bauer, Jennifer, and Rose, Kelly. 2024.
"Offshore AIIM Dashboard". United States. doi:https://doi.org/10.18141/2433973. https://www.osti.gov/servlets/purl/2433973. Pub date:Fri Mar 29 00:00:00 EDT 2024
@article{osti_2433973,
title = {Offshore AIIM Dashboard},
author = {Schooley, Catherine and Romeo, Lucy and Zaengle, Dakota and Pfander, Isabelle and Duran, Rodrigo and Bauer, Jennifer and Rose, Kelly},
abstractNote = {The Advanced Infrastructure Integrity Model (AIIM) is a multivariate, multi-machine learning modeling technology applied to evaluate the integrity of offshore energy infrastructure (e.g., pipelines, platforms) in the U.S Gulf Region. Offshore energy infrastructure plays an essential role in ensuring access to safe and secure energy for the United States. According to the U.S. Energy Information Administration (EIA), production in the U.S. Gulf Region accounts for 15% of total crude and 5% of total natural gas from the United States. Many of these structures have been operating for close to or past their design life, while others have the chance of attrition before return on investment. To better understand the potential for reuse or life extension opportunities, an assessment of the infrastructure integrity is critical to inform safe decision making. Assessing structural integrity, AIIM provides key insights that inform infrastructure use and reuse, as well as hazard prevention planning, in support of stakeholders including researchers and industry.},
doi = {10.18141/2433973},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Fri Mar 29 00:00:00 EDT 2024},
month = {Fri Mar 29 00:00:00 EDT 2024}
}