OMB Individually Reported
Well Activity Report Classification
Low riskExact public inventory row
Description
Researching the use of Masked Language Models and Convolutional deep neural networks to identify classification systems for significant well event using data from Well Activity Reports.
Detailed example
Decision on what type of significant event a well activity report should report.
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Enable quicker detection of significant well events to help BSEE personnel mitigate risks and address issues more efficiently.
Controls / human review
ATO: No; PIA: Not published