Machine Learning Classifies Data for Early Warning of Stuck Pipe Detection in Geothermal Drilling
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DOI: 10.18517/ijaseit.15.1.20333
Abstract: Stuck pipe is a common issue encountered during geothermal well drilling which often disrupts operations and potentially leads to the suspension of drilling activities. This issue commonly occurs in lost circulation conditions within the reservoir… read more here.
Keywords: detection; stuck pipe; geothermal drilling; machine ... See more keywords
Early Stuck Pipe Sign Detection with Depth-Domain 3D Convolutional Neural Network Using Actual Drilling Data
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DOI: 10.2118/204462-pa
Abstract: A real-time stuck pipe prediction using the deep-learning approach is studied in this paper. Early signs of stuck pipe, hereinafter called stuck, are assumed to show common patterns in the monitored data set, and designing… read more here.
Keywords: neural network; depth domain; stuck pipe; convolutional neural ... See more keywords