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Fracture Pressure Prediction Using Surface Drilling Parameters by Artificial Intelligence Techniques
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Several correlations are available to determine the fracture pressure, a vital property of a well, which is essential in the design of the drilling operations and preventing problems. Some of these correlations are based ...
Estimation of the Rate of Penetration While Horizontally Drilling Carbonate Formation Using Random Forest
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Predicting the rate of penetration (ROP) is challenging especially during horizontal drilling. This is because there are many factors affecting ROP. Machine learning techniques are very promising in identifying the structural ...