A Survey of application of mechanical specific energy in petroleum and space drilling

M Khalilidermani, D Knez - Energies, 2022 - mdpi.com
The optimization of drilling operations is an ongoing necessity since the major proportion of
the terrestrial hydrocarbon reservoirs has been exhausted. Furthermore, there is a growing …

The role of machine learning in drilling operations; a review

CI Noshi, JJ Schubert - SPE Eastern Regional Meeting, 2018 - onepetro.org
Drilling problems such as stick slip vibration/hole cleaning, pipe failures, loss of circulation,
BHA whirl, stuck pipe incidents, excessive torque and drag, low ROP, bit wear, formation …

A review of modern approaches of digitalization in oil and gas industry

S Al-Rbeawi - Upstream Oil and Gas Technology, 2023 - Elsevier
This paper introduces a review of the modern approaches of digitalization in the oil and gas
industry. The objective is understanding the current applications of the traditional …

Drilling in the fourth industrial revolution—Vision and challenges

CP Gooneratne, A Magana-Mora… - IEEE Engineering …, 2020 - ieeexplore.ieee.org
Inspired by the fourth industrial revolution (4IR) and digital transformation (DT), the Internet-
of-Things (IoT) and artificial intelligence (AI) have become valuable tools in the oil/gas …

Drilling problems forecast system based on neural network

S Borozdin, A Dmitrievsky, N Eremin… - SPE annual Caspian …, 2020 - onepetro.org
Optimization, digitalization and robotization of oil and gas technological processes based on
the use of artificial intelligence methods are among the prevailing trends of the 21st century …

A machine learning approach to filtrate loss determination and test automation for drilling and completion fluids

S Gul, E van Oort - Journal of Petroleum Science and Engineering, 2020 - Elsevier
Drilling fluid property characterization currently involves several manually executed
analytical tests, conducted in accordance with American Petroleum Institute (API) …

Large-scale deployment of a closed-loop drilling optimization system: implementation and field results

SW Lai, J Ng, A Eddy, S Khromov… - SPE Drilling & …, 2021 - onepetro.org
On a land‐based rig, the driller has many responsibilities and is rarely able to adjust the
main process controls—weight on bit (WOB) and revolutions per minute (RPM)—on a …

Demonstration of Autonomous Drilling on a Full-Scale Test Rig

R Mihai, E Cayeux, B Daireaux, L Carlsen… - SPE Annual Technical …, 2022 - onepetro.org
During recent years there has been an increased focus on automating drilling operations
and several solutions are in daily use. We describe here results and lessons learned from …

Observer-based control of vertical penetration rate in rotary drilling systems

MV Faronov, IG Polushin - Journal of Process Control, 2021 - Elsevier
An algorithm for regulation of the vertical penetration rate in rotary drilling systems is
developed under the assumption that parameters of the rock-bit interaction as well as those …

Autonomous Decision-Making While Drilling

E Cayeux, B Daireaux, A Ambrus, R Mihai, L Carlsen - Energies, 2021 - mdpi.com
The drilling process is complex because unexpected situations may occur at any time.
Furthermore, the drilling system is extremely long and slender, therefore prone to vibrations …