Name
From Data to Decisions in Appalachian Operations: Detecting Restimulation Candidates using Production Data and Machine Learning
Date & Time
Wednesday, November 19, 2025, 10:45 AM - 11:10 AM
Speakers
Description
- Quantify production-signature patterns that reveal stimulated rock volume behaviour
- Apply a Viola Jones feature framework with AdaBoost to flag underperforming unconventional wells
- Prioritise restimulation targets with a repeatable workflow that links time series data to field action
- Show outcome metrics that translate analytics into uplift and cost per barrel saved