Drilling Rate of Penetration Prediction Based on CBT-LSTM Neural Network

Due to the uncertainty of the subsurface environment and the complexity of parameters, particularly in feature extraction from input data and when seeking to understand bidirectional temporal information, the evaluation and prediction of the rate of penetration (ROP) in real-time drilling operations...

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Bibliographic Details
Main Authors: Kai Bai, Siyi Jin, Zhaoshuo Zhang, Shengsheng Dai
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Sensors
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Online Access:https://www.mdpi.com/1424-8220/24/21/6966
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