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Journal Articles

Clock Synchronization and Timestamping of Data on Acquisition at the Wellsite: Guidelines and Recommendations

P. Annaiyappa, J. Macpherson, E. Cayeux
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 38 (04): 570–585.
Paper Number: SPE-208732-PA
https://doi.org/10.2118/208732-PA
Published: 13 December 2023
View article titled, Clock Synchronization and Timestamping of Data on Acquisition at the Wellsite: Guidelines and Recommendations
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Journal Articles

Applications of Machine Learning Methods to Predict Hole Cleaning in Horizontal and Highly Deviated Wells

Michael Mendez, Ramadan Ahmed, Hamidreza Karami, Mustafa Nasser, Ibnelwaleed A. Hussein, Sergio Garcia, Andres Gonzalez
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 38 (04): 606–617.
Paper Number: SPE-212912-PA
https://doi.org/10.2118/212912-PA
Published: 13 December 2023
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Journal Articles

A Machine Learning Approach for Gas Kick Identification

C. E. Obi, Y. Falola, K. Manikonda, A. R. Hasan, I. G. Hassan, M. A. Rahman
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 38 (04): 663–681.
Paper Number: SPE-215831-PA
https://doi.org/10.2118/215831-PA
Published: 13 December 2023
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Journal Articles

Recent Advances and Challenges of the Application of Artificial Intelligence to Predict Wellbore Instabilities during Drilling Operations

Arnaud Regis Kamgue Lenwoue, Zhonghui Li, Chuanfu Tang, Wuchang Zhang, Shi Ding, Pengjie Hu, Wentie Sun
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 38 (04): 645–662.
Paper Number: SPE-215830-PA
https://doi.org/10.2118/215830-PA
Published: 13 December 2023
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View article titled, Recent Advances and Challenges of the Application of Artificial Intelligence to Predict Wellbore Instabilities during Drilling Operations
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Journal Articles

Application of Group Method of Data Handling via a Modified Levenberg-Marquardt Algorithm in the Prediction of Compressive Strength of Oilwell Cement with Reinforced Fly Ash Based on Experimental Data

Edwin E. Nyakilla, Gu Jun, Grant Charles, Emanuel X. Ricky, Wakeel Hussain, Sayed Muhammed Iqbal, Daud C. Kalibwami, Ahmed G. Alareqi, Mbarouk Shaame, Mbega Ramadhani Ngata
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 38 (03): 452–468.
Paper Number: SPE-214679-PA
https://doi.org/10.2118/214679-PA
Published: 13 September 2023
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View article titled, Application of Group Method of Data Handling via a Modified Levenberg-Marquardt Algorithm in the Prediction of Compressive Strength of Oilwell Cement with Reinforced Fly Ash Based on Experimental Data
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Journal Articles

IADC Code Upgrade: Data Collection and Workflow Required to Conduct Bit and BHA Forensics to Create Effective Changes in Practices or Design

William Watson, Fred Dupriest, Ysabel Witt-Doerring, Junichi Sugiura, Paul Pastusek, Dustin Daechsel, Raafat Abbas, David Shackleton, Mohamed Amish
Journal: SPE Drilling & Completion
Publisher: Society of Petroleum Engineers (SPE)
SPE Drill & Compl 38 (03): 416–432.
Paper Number: SPE-208712-PA
https://doi.org/10.2118/208712-PA
Published: 13 September 2023
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View article titled, IADC Code Upgrade: Data Collection and Workflow Required to Conduct Bit and BHA Forensics to Create Effective Changes in Practices or Design
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Journal Articles

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 38 (02): 220–234.
Paper Number: SPE-209529-PA
https://doi.org/10.2118/209529-PA
Published: 14 June 2023
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Journal Articles

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 38 (02): 201–219.
Paper Number: SPE-208795-PA
https://doi.org/10.2118/208795-PA
Published: 14 June 2023
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View article titled, Real-Time Underreamer Vibration Predicting, Monitoring, and Decision-Making Using Hybrid Modeling and a Process Digital Twin
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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
https://doi.org/10.2118/208754-PA
Published: 08 March 2023
View article titled, Connecting Multilayer Semantic Networks to Data Lakes: The Representation of Data Uncertainty and Quality
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Journal Articles

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
https://doi.org/10.2118/204101-PA
Published: 09 March 2022
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View article titled, Risk-Controlled Wellbore Stability Criterion Based on a Machine-Learning-Assisted Finite-Element Model
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Journal Articles

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
https://doi.org/10.2118/196179-PA
Published: 09 March 2022
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View article titled, Evaluating Precision of Annular Pressure Buildup (APB) Estimation Using Machine-Learning Tools
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Journal Articles

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
https://doi.org/10.2118/205480-PA
Published: 15 December 2021
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Journal Articles

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
https://doi.org/10.2118/204454-PA
Published: 08 September 2021
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View article titled, Measurement While Drilling Mud Pulse Signal Denoising and Extraction Approach Based on Particle-Swarm-Optimized Time-Varying Filtering Empirical Mode Decomposition
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Journal Articles

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
https://doi.org/10.2118/199601-PA
Published: 17 March 2021
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Journal Articles

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
https://doi.org/10.2118/199738-PA
Published: 10 September 2020
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Journal Articles

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
https://doi.org/10.2118/194084-PA
Published: 10 September 2020
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View article titled, Classifying Cutting Volume at Shale Shakers in Real-Time Via Video Streaming Using Deep-Learning Techniques
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Journal Articles

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
https://doi.org/10.2118/200480-PA
Published: 10 September 2020
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Journal Articles

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
https://doi.org/10.2118/194163-PA
Published: 11 June 2020
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View article titled, A Switching MPD Controller for Mitigating Riser Gas Unloading Events in Offshore Drilling
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Journal Articles

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
https://doi.org/10.2118/175238-PA
Published: 17 March 2017
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View article titled, Intelligent Tool To Design Drilling, Spacer, Cement Slurry, and Fracturing Fluids by Use of Machine-Learning Algorithms
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Journal Articles

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
https://doi.org/10.2118/165931-PA
Published: 29 May 2013
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View article titled, Detection of Symptoms for Revealing Causes Leading to Drilling Failures
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