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Proceedings Papers

Casing Run Failure Avoidance Through Automated Assessment of Borehole Quality

Abraham C. Montes, Pradeepkumar Ashok, Eric van Oort, Borna Leš, Marina Mullendore, Saurabh Limaye
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223706-MS
https://doi.org/10.2118/223706-MS
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Proceedings Papers

System for Real-Time Rate of Penetration Optimization Using Machine Learning with Integrated Preventive Safeguards Against Hole Cleaning Issues and Stick-Slip

T. S. Robinson, P. Mohammed Arshad, O. E. Revheim, M. Regan, P. Bekkeheien
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223713-MS
https://doi.org/10.2118/223713-MS
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View Paper titled, System for Real-Time Rate of Penetration Optimization Using Machine Learning with Integrated Preventive Safeguards Against Hole Cleaning Issues and Stick-Slip
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Proceedings Papers

Integration of Novel MWD and Rig Data for Remote Operations

Eitan Bonderover, Anil Godumagadda, Libo Yang
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223714-MS
https://doi.org/10.2118/223714-MS
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Proceedings Papers

XRF-FTIR Data Fusion and Machine Learning Models for Mineralogical Analysis of Solid Mineral Mixtures and Solid Dispersions in Drilling Fluids

I. Atheaux, T. L. Hughes, J. Peng, C. E. Johnson, C. E. Yarman, A. Medvedev, S. Makarychev-Mikhailov
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223728-MS
https://doi.org/10.2118/223728-MS
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View Paper titled, XRF-FTIR Data Fusion and Machine Learning Models for Mineralogical Analysis of Solid Mineral Mixtures and Solid Dispersions in Drilling Fluids
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Proceedings Papers

From Data to Impact: Lessons Learned in Leveraging Digitalization and Machine Learning to Boost Operational Efficiency and ESG Performance in Drilling Rigs

S. Poludasu, S. Hidad, A. Groh, A. Godumagadda, M. Snijder van Wissenkerke, J. Harrist
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223729-MS
https://doi.org/10.2118/223729-MS
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View Paper titled, From Data to Impact: Lessons Learned in Leveraging Digitalization and Machine Learning to Boost Operational Efficiency and ESG Performance in Drilling Rigs
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Proceedings Papers

Comparison of Supervised and Unsupervised Machine Learning for Well-Log Depth Alignment

S. Acharya, K. Fabian, K. Westeng
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223730-MS
https://doi.org/10.2118/223730-MS
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View Paper titled, Comparison of Supervised and Unsupervised Machine Learning for Well-Log Depth Alignment
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Proceedings Papers

Kvitebjørn Evolution: Driving Excellence in HPHT Project Management

Hany Beeh, Steven L. Paulus, Erlend Færo, Alberto Caycedo, Rune Moldekleiv, Yelena Mohanova, Caroline E. Egar, Syed Zahoor, Sondre Svenningsen, Helge M. Naley, Mohammed Azher, Lasse Reese
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223741-MS
https://doi.org/10.2118/223741-MS
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Proceedings Papers

Successful Casing Size Recovery: Milling Expandable Liner Hanger to Overcome Gulf of Mexico Well Challenges

A. Soltero, A. Klein, C. Hanks
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223743-MS
https://doi.org/10.2118/223743-MS
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View Paper titled, Successful Casing Size Recovery: Milling Expandable Liner Hanger to Overcome Gulf of Mexico Well Challenges
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Proceedings Papers

Corrosion Fatigue Analysis for Tubular Design in Geomechanical Energy-Storage Wells

Zhengchun Liu, Robello Samuel
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223748-MS
https://doi.org/10.2118/223748-MS
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View Paper titled, Corrosion Fatigue Analysis for Tubular Design in Geomechanical Energy-Storage Wells
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Proceedings Papers

Towards Johan Sverdrup Field Development Optimization and Concept Robustness Using AI Assistance

B. Les, B. P. Tjøstheim, J. Sørbel, L. Ulvedal, N. Dolle
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223750-MS
https://doi.org/10.2118/223750-MS
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View Paper titled, Towards Johan Sverdrup Field Development Optimization and Concept Robustness Using AI Assistance
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Proceedings Papers

Enhanced Geosteering: Unveiling Cutting-Edge Fluid Identification in North Sea Drilling

F. Ungar, M. C. Bravo, P. R. Odeh, M. Iversen, T. Yang
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223780-MS
https://doi.org/10.2118/223780-MS
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View Paper titled, Enhanced Geosteering: Unveiling Cutting-Edge Fluid Identification in North Sea Drilling
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Proceedings Papers

A Probabilistic Framework for the Risk-Based Evaluation of Drilling Plans

B. Daireaux, A. Ambrus, S. Moi, E. Cayeux
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223781-MS
https://doi.org/10.2118/223781-MS
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Proceedings Papers

Automated Correction of Drillstring Data for Improved Reliability and Trust in Use of Physics-Based Models in Drilling Advisory Systems

D. Yoon, M. Yi, J. Cortez, M. Behounek, P. Ashok
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223786-MS
https://doi.org/10.2118/223786-MS
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View Paper titled, Automated Correction of Drillstring Data for Improved Reliability and Trust in Use of Physics-Based Models in Drilling Advisory Systems
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Proceedings Papers

Case Study - Efficient Drilling of High-Angle Wells: Overcoming Strength Anisotropy and Enhancing Hole Cleaning via Remote Real-Time Borehole Management

S. V. Gosavi, A. Adla, S. Sripada, K. Furey, A. M. Evans, A. K. Degroot
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223794-MS
https://doi.org/10.2118/223794-MS
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View Paper titled, Case Study - Efficient Drilling of High-Angle Wells: Overcoming Strength Anisotropy and Enhancing Hole Cleaning via Remote Real-Time Borehole Management
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Proceedings Papers

Revolutionizing Drilling Efficiency: A Case Study of Integrated Closed-Loop Automation Across Multiple Basins

K. Singh, T. Welch, K. Ait Larbi, F. Ibrahima, D. Braga, S. S. Yalamarty, C. Cheatham, W. Fox, E. Pereda
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223804-MS
https://doi.org/10.2118/223804-MS
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View Paper titled, Revolutionizing Drilling Efficiency: A Case Study of Integrated Closed-Loop Automation Across Multiple Basins
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Proceedings Papers

LLM-In-The-Loop: A Framework for Enhancing Drilling Data Analytics

S. T. Al Amin, K. Wu, A. Mathur, C. Koritala
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223805-MS
https://doi.org/10.2118/223805-MS
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View Paper titled, LLM-In-The-Loop: A Framework for Enhancing Drilling Data Analytics
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Proceedings Papers

Optimizing Operational Processes and Reducing Equipment Failure Through a Real Time Alerting Platform

S. Martinez, A. Godumagadda, B. Pandey, N. Malliganuru
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223809-MS
https://doi.org/10.2118/223809-MS
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Proceedings Papers

Optimizing Drilling Operations in Real-Time: The Role of Digital Twins in Reducing Risks and Enhancing Performance

Jie Cao, Emre Gocmen, Josef Nabavi, Sven Inge Oedegaard, Tron Golder Kristiansen, Rasool Khosravanian, Kristian Solem
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223819-MS
https://doi.org/10.2118/223819-MS
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View Paper titled, Optimizing Drilling Operations in Real-Time: The Role of Digital Twins in Reducing Risks and Enhancing Performance
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Proceedings Papers

Tuning a PI Controller with Deep Q-Learning: A Novel Approach for a Constant Bottom Hole Pressure Control

F. Odebrett, D. Sui, J. E. Gravdal, J. Oppelt
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223752-MS
https://doi.org/10.2118/223752-MS
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View Paper titled, Tuning a PI Controller with Deep Q-Learning: A Novel Approach for a Constant Bottom Hole Pressure Control
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Proceedings Papers

AI Solution Provides the Most Autonomous Framework of Directional Well Sections in High-DLS Well Plans

BA Samba, Hussein Sahli, Roland Loubassou Oumba, Teddy Nkounkou, Olakunle Olanubi, Jinsoo Kim, Si Jine Roh, Aktham Ali Riyami
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223649-MS
https://doi.org/10.2118/223649-MS
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View Paper titled, AI Solution Provides the Most Autonomous Framework of Directional Well Sections in High-DLS Well Plans
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