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Journal Articles

Connecting Multilayer Semantic Networks to Data Lakes: The Representation of Data Uncertainty and Quality

E. Cayeux, C. Damski, J. Macpherson, M. Laing, P. Annaiyappa, P. Harbidge, M. Edwards, J. Carney
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 38 (01): 18–33.
Paper Number: SPE-208754-PA
DOI: https://doi.org/10.2118/208754-PA
Published: 08 March 2023
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Real-Time Underreamer Vibration Predicting, Monitoring, and Decision-Making Using Hybrid Modeling and a Process Digital Twin

Jibin Shi, Laetitia Dourthe, Denis Li, Li Deng, Leonardo Louback, Fei Song, Nick Abolins, Fernando Verano, Pusheng Zhang, Joshua Groover, Diego Gomez Falla, Ke Li
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl (2023)
Paper Number: SPE-208795-PA
DOI: https://doi.org/10.2118/208795-PA
Published: 06 January 2023
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Assisted Cement Log Interpretation Using Machine Learning

Erlend Magnus Viggen, Bjørn-Jostein Singstad, Eirik Time, Siddharth Mishra, Eirik Berg
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl (2022)
Paper Number: SPE-209529-PA
DOI: https://doi.org/10.2118/209529-PA
Published: 28 November 2022
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Risk-Controlled Wellbore Stability Criterion Based on a Machine-Learning-Assisted Finite-Element Model

Hussain AlBahrani, Nobuo Morita
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 37 (01): 38–66.
Paper Number: SPE-204101-PA
DOI: https://doi.org/10.2118/204101-PA
Published: 09 March 2022
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Evaluating Precision of Annular Pressure Buildup (APB) Estimation Using Machine-Learning Tools

Subhadip Maiti, Himanshu Gupta, Aditya Vyas, Sandeep D. Kulkarni
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 37 (01): 93–103.
Paper Number: SPE-196179-PA
DOI: https://doi.org/10.2118/196179-PA
Published: 09 March 2022
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Practical Machine-Learning Applications in Well-Drilling Operations

T. A. Olukoga, Y. Feng
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 36 (04): 849–867.
Paper Number: SPE-205480-PA
DOI: https://doi.org/10.2118/205480-PA
Published: 15 December 2021
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Measurement While Drilling Mud Pulse Signal Denoising and Extraction Approach Based on Particle-Swarm-Optimized Time-Varying Filtering Empirical Mode Decomposition

Xianyou Zhong, Li Cen, Yankun Zhao, Tianwei Huang, Jinjin Shi
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 36 (03): 483–493.
Paper Number: SPE-204454-PA
DOI: https://doi.org/10.2118/204454-PA
Published: 08 September 2021
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Large-Scale Deployment of a Closed-Loop Drilling Optimization System: Implementation and Field Results

Stephen W. Lai, James Ng, Aaron Eddy, Sergey Khromov, Dan Paslawski, Ryan van Beurden, Lars Olesen, Gregory S. Payette, Benjamin J. Spivey
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 36 (01): 47–62.
Paper Number: SPE-199601-PA
DOI: https://doi.org/10.2118/199601-PA
Published: 17 March 2021
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Near Real-Time Hydraulic Fracturing Event Recognition Using Deep Learning Methods

Yuchang Shen, Dingzhou Cao, Kate Ruddy, Luis Felipe Teixeira de Moraes
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 35 (03): 478–489.
Paper Number: SPE-199738-PA
DOI: https://doi.org/10.2118/199738-PA
Published: 10 September 2020
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Classifying Cutting Volume at Shale Shakers in Real-Time Via Video Streaming Using Deep-Learning Techniques

Xunsheng Du, Yuchen Jin, Xuqing Wu, Yu Liu, Xianping (Sean) Wu, Omar Awan, Joey Roth, Kwee Choong See, Nicolas Tognini, Jiefu Chen, Zhu Han
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 35 (03): 317–328.
Paper Number: SPE-194084-PA
DOI: https://doi.org/10.2118/194084-PA
Published: 10 September 2020
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Enhancing Reamer Drilling Performance in Deepwater Gulf of Mexico Wells

Cesar Soares, Miguel Armenta, Neilkunal Panchal
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 35 (03): 329–356.
Paper Number: SPE-200480-PA
DOI: https://doi.org/10.2118/200480-PA
Published: 10 September 2020
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A Switching MPD Controller for Mitigating Riser Gas Unloading Events in Offshore Drilling

Qifan Gu, AmirHossein Fallah, Adrian Ambrus, Zheren Ma, Dongemi Chen, Pradeep Ashok, Eric van Oort
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 35 (02): 201–217.
Paper Number: SPE-194163-PA
DOI: https://doi.org/10.2118/194163-PA
Published: 11 June 2020
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Intelligent Tool To Design Drilling, Spacer, Cement Slurry, and Fracturing Fluids by Use of Machine-Learning Algorithms

Arash Shadravan, Mohammadali Tarrahi, Mahmood Amani
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 32 (02): 131–140.
Paper Number: SPE-175238-PA
DOI: https://doi.org/10.2118/175238-PA
Published: 17 March 2017
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Detection of Symptoms for Revealing Causes Leading to Drilling Failures

Pål Skalle, Agnar Aamodt, Odd Erik Gundersen
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 28 (02): 182–193.
Paper Number: SPE-165931-PA
DOI: https://doi.org/10.2118/165931-PA
Published: 29 May 2013
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Intelligent Prediction of Differential Pipe Sticking by Support Vector Machine Compared With Conventional Artificial Neural Networks: An Example of Iranian Offshore Oil Fields

Reza Jahanbakhshi, Reza Keshavarzi, Mahdi Aliyari Shoorehdeli, Abolqasem Emamzadeh
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 27 (04): 586–595.
Paper Number: SPE-163062-PA
DOI: https://doi.org/10.2118/163062-PA
Published: 21 November 2012
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The Role of Knowledge, Tools, and Systems for Drilling Analysis

Alejandro J. Lagreca, Carlos Damski, James M. Peden, Edson Y. Nakagawa
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 23 (04): 330–337.
Paper Number: SPE-87996-PA
DOI: https://doi.org/10.2118/87996-PA
Published: 10 December 2008
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Well Design Using a Computer Model

Mohamed Wael Helmy, Fouad Khalaf, T. A. Darwish
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 13 (01): 42–46.
Paper Number: SPE-37709-PA
DOI: https://doi.org/10.2118/37709-PA
Published: 01 March 1998
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Discriminant Analysis and Neural Nets: Valuable Tools To Optimize Completion Practices

Gerrit Nitters, D. R. Davies, W. J. M. Epping
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 10 (02): 127–133.
Paper Number: SPE-21699-PA
DOI: https://doi.org/10.2118/21699-PA
Published: 01 June 1995
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Optimization of Offshore Field Development to Minimize Investment

T. T. Grimmett, R. A. Startzman
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 3 (04): 403–410.
Paper Number: SPE-16297-PA
DOI: https://doi.org/10.2118/16297-PA
Published: 01 December 1988
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