Drilling stuck pipe classification and mitigation in the Gulf of Suez oil fields using artificial intelligence

HH Elmousalami, M Elaskary - Journal of Petroleum Exploration and …, 2020 - Springer
Developing a reliable classification model for drilling pipe stuck is crucial for decision-
makers in the petroleum drilling rig. Artificial intelligence (AI) includes several machine …

Machine learning approach for intelligent prediction of petroleum upstream stuck pipe challenge in oil and gas industry

A Nautiyal, AK Mishra - Environment, Development and Sustainability, 2022 - Springer
Oil and gas are the major commodities that are fueling the advancement of human
civilization. Drilling oil and gas well is a very challenging task and requires deep knowledge …

Intelligent prediction of stuck pipe using combined data-driven and knowledge-driven model

S Zhu, X Song, Z Zhu, X Yao, M Liu - Applied Sciences, 2022 - mdpi.com
Stuck pipe phenomena can have disastrous effects on drilling performance, with outcomes
that can range from time delays to loss of expensive machinery. In this work, we provide …

Support vector machine model: a new methodology for stuck pipe prediction

A Chamkalani, M Pordel Shahri… - SPE Middle East …, 2013 - onepetro.org
Stuck pipe is a common worldwide drilling problem, resulting significant increases in non-
productive time and overall well cost. Many oil and gas reservoirs are mature and are …

Review of Stuck Pipe Prediction Methods and Future Directions

AC Montes, P Ashok, E van Oort - SPE Annual Technical Conference …, 2024 - onepetro.org
Stuck pipe events continue to be a major cause of non-productive time (NPT) in well
construction operations. Considerable efforts have been made in the past to construct …

Data-driven stuck pipe prediction and remedies

MF Al Dushaishi, AK Abbas, M Alsaba, H Abbas… - Upstream Oil and Gas …, 2021 - Elsevier
Stuck pipe incidents are considered a very common challenge in the drilling phase, which
can result in increasing non-productive time. Common recommended practices are used to …

[HTML][HTML] Stuck pipe prediction from rare events in oil drilling operations

S D'Amicis, M Pagani, M Matteucci, L Piroddi… - Upstream Oil and Gas …, 2023 - Elsevier
Stuck-pipe phenomena are relatively rare in drilling operations in the oil & gas industry, but
can have disastrous economic consequences, causing costly time delays and sometimes …

[PDF][PDF] A Comprehensive Review of the Pipe Sticking Mechanism in Oil Well Drilling Operations

ATK Mahmood, AH Assi - Journal of Engineering, 2024 - iasj.net
As stuck pipe holds on to be a prime contributor to non-productive time (NPT) in drilling
industry operations, efforts to restrict its incidence cannot be over-emphasized. Historically …

Drilling stuck pipe prediction in Algerian oil fields: time series forecasting approach

A Ghenabzia, O Kazar, A Merizig, Z Sayah… - … Intelligent Systems for …, 2020 - Springer
The Companies specialized in oil drilling field make to reduce the cost of digging and
optimize the operation time. The Drill string stuck (stuck pipe) is the biggest frequent problem …

Intelligent Optimization of Drilling Parameters Based on Multiple Drilling Agents

Z Pei, X Song, Z Hu, T Pan - International Petroleum Technology …, 2024 - onepetro.org
Drilling parameter optimization is one of the important ways to improve drilling efficiency and
reduce drilling cost. Multi objective intelligent optimization technology has the characteristics …