Rate of penetration estimation downhole with machine learning for drilling position control

Author:

Keller Alexander MathewORCID,Feng Tianheng,Demirer Nazli,Darbe Robert,Chen Dongmei

Funder

University of Texas at Austin

Publisher

Elsevier BV

Reference42 articles.

1. An ROP predictive model in nile delta area using artificial neural networks;Amer,2017

2. Rotary steerable systems: mathematical modeling and their case study;Andrade;Journal of Petroleum Exploration and Production,2021

3. Machine learning methods applied to drilling rate of penetration prediction and optimization - a review;Barbosa;J. Pet. Sci. Eng.,2019

4. Pattern recognition and machine learning;Bishop,2006

5. A multiple regression approach to optimal drilling and abnormal pressure detection;Bourgoyne;Soc Pet Eng AIME J,1974

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