27 citations · 27 across the 1 of their papers we have counts for
2 papers
cs.LG2022★ 27 cited
Forecasting the abnormal events at well drilling with machine learning
Ekaterina Gurina, Nikita Klyuchnikov, Ksenia Antipova +1
We present a data-driven and physics-informed algorithm for drilling accident forecasting. The core machine-learning algorithm uses the data from the drilling telemetry representin…
cs.LG2019
Application of Machine Learning to accidents detection at directional drilling
Ekaterina Gurina, Nikita Klyuchnikov, Alexey Zaytsev +5
We present a data-driven algorithm and mathematical model for anomaly alarming at directional drilling. The algorithm is based on machine learning. It compares the real-time drilli…