Identification Method of Stuck Pipe Based on Data Augmentation and ATT-LSTM
Xiaocheng Zhang,
Pinghua Dong,
Yanlong Yang
et al.
Abstract:Stuck pipe refers to the accidental phenomenon whereby drilling tools are stuck in a well during the drilling process and cannot move freely due to various reasons. As a result, the stuck pipe can consume a lot of manpower and material resources. With the development of artificial intelligence, the intelligent prediction and identification of stuck pipe risk has gradually advanced. However, there are usually only a few stuck samples, so the intelligent model is not sufficient to excavate the stuck feature law,… Show more
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