K. S. Onwuguzo

Well Trajectory Effect on Robust Prediction of Rate of Penetration During Unconventional Oil Well Drilling

Accurate prediction of the rate of Penetration (ROP) is critical for optimizing drilling efficiency and reducing well construction costs in unconventional resource development. A significant gap exists in the overwhelming majority of machine learning (ML) ROP models, which have been trained exclusively on vertical we...