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Proceedings Papers

Software-Based Three-Dimensional Scan of a Drill Bit; Advances in Technology and Applications

Crispin Chatar, Kishore Mulchandani
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212528-MS
DOI: https://doi.org/10.2118/212528-MS
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Cuttings Return Analysis by Visual Imaging: Novel Technology to Support Drilling Automation

Caroline D Grossi, Yuri H Hummels, Luiz Augusto da Cruz Meleiros, Claudia Miriam Scheid, Luís Américo Calçada, Alex Tadeu Almeida Waldmann, Carlos De Sa, André Leibsohn Martins
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212441-MS
DOI: https://doi.org/10.2118/212441-MS
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Improve Well Integrity Using an Annular Barrier AI tool

Eirik Time, Eirik Berg, Siddharth Mishra
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212479-MS
DOI: https://doi.org/10.2118/212479-MS
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Real-Time Anomaly Detection Methodology for Drilling Fluids Properties

Moacyr Nogueira Borges Filho, Thalles Pereira Mello, Cláudia Miriam Scheid, Luís Américo Calçada, Alex Tadeu Waldman, Gleber Teixeira, André Leibsohn Martins
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212443-MS
DOI: https://doi.org/10.2118/212443-MS
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Real-Time Digital Log Generation from Drilling Parameters of Offset Wells Using Physics Informed Machine Learning

Prasham Sheth, Sai Shravani Sistla, Indranil Roychoudhury, Mengdi Gao, Crispin Chatar, Jose Celaya, Priya Mishra
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212445-MS
DOI: https://doi.org/10.2118/212445-MS
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Apples to Apples: Impartial Assessment of Drilling Technologies through Big Data and Machine Learning

Daria Khvostichenko, Greg Skoff, Yezid Arevalo, Sergey Makarychev-Mikhailov
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212446-MS
DOI: https://doi.org/10.2118/212446-MS
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Drilling Parameter Optimization in Real-Time

Anwesha Mal, Sven Inge Oedegaard, Stig Helgeland, Josef Navabi, Jan Ole Skogestad, Knut Steinar Bjoekevoll, Morten Lien, Tore Weltzin, Bjørn Rudshaug
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212484-MS
DOI: https://doi.org/10.2118/212484-MS
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Field Deployment of a LSTM Neural Network Tool for the Rock Formation Consolidation Inference of Brazilian Sandstone Reservoirs

Fabio Rodrigues Gonçalves da Silva, Victor Hugo Ribeiro Carriço, Alexandre Zacarias Ignácio Pereira, André Leibsohn Martins
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212486-MS
DOI: https://doi.org/10.2118/212486-MS
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Machine Learning-Based Drilling System Recommender: Towards Optimal BHA and Fluid Technology Selection

Gregory Skoff, Fatma Mahfoudh, Cheolkyun Jeong, Sergey Makarychev-Mikhailov, Oleh Petryshak, Velizar Vesselinov, Crispin Chatar, Vijay Bondale, Manju Devadas
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212559-MS
DOI: https://doi.org/10.2118/212559-MS
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IADC Dull Code Upgrade: Photometric Classification and Quantification of the New Dull Codes

Ole Gjertsen, Ryan Mushinski, Preston Wolfram, Jeffrey Leisey, Mani Bandi, Roberta Santana, Gregory Andreasen, Paul Pastusek, Dustin Daechsel
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212533-MS
DOI: https://doi.org/10.2118/212533-MS
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Extended Reality and Gamification for Drilling

Crispin Chatar, Rajat Lokesh, Vineet Kamboj, Danny Saetern
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212532-MS
DOI: https://doi.org/10.2118/212532-MS
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Autonomous Directional Drilling Simulator Development for the Drillbotics 2021-2022 Virtual Competition

Miguel Fernandez Berrocal, Alina Shashel, Muhammad Usama, Md Akber Hossain, Emre Baris Gocmen, Ali Tahir, Dan Sui, Fred Florence
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212507-MS
DOI: https://doi.org/10.2118/212507-MS
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Towards the Correct Interpretation of Real-Time Signals on the Well-Site

Benoit Daireaux, Hans-Uwe Brackel, Robert Ewald, Petter Markussen, Maria Johansen, Mahdi Parak, Ghanshyam Yadav, Anar Ismayilov
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212509-MS
DOI: https://doi.org/10.2118/212509-MS
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A General Framework to Describe Drilling Process States

Eric Cayeux, John Macpherson, Dimitrios Pirovolou, Moray Laing, Fred Florence
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212537-MS
DOI: https://doi.org/10.2118/212537-MS
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Interoperability of Real-Time Drilling Signals at the Rig Site: An Example Based on Mechanical Specific Energy

Eric Cayeux, Benoît Daireaux, John Macpherson, Fred Florence, Espen Solbu
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212472-MS
DOI: https://doi.org/10.2118/212472-MS
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How a Bayesian Approach Can Overcome Noisy Data and Interpretation Ambiguity in Automated Geosteering

Alexander Mitkus, Timothy Gee, Tannor Ziehm, Andrew Paré, Kenneth McCarthy, Paul Reynerson, Marc Willerth
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212544-MS
DOI: https://doi.org/10.2118/212544-MS
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Automated Detection of Rig Events from Real-Time Surface Data Using Spectral Analysis and Machine Learning

Timothy S. Robinson, Olav Revheim
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212481-MS
DOI: https://doi.org/10.2118/212481-MS
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Automatic Classification of PDC Cutter Damage Using a Single Deep Learning Neural Network Model

Abdulbaset Ali, Harnoor Singh, Daniel Kelly, Donald Hender, Alan Clarke, Mohammad Mahdi Ghiasi, Ronald Haynes, Lesley James
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212503-MS
DOI: https://doi.org/10.2118/212503-MS
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Automatic Drill Bit Dull Grading Report Generation to Address the Revised IADC Dull Grading Schema

Jian Chu, Pradeepkumar Ashok, Dongmei Chen, Eric van Oort
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212458-MS
DOI: https://doi.org/10.2118/212458-MS
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Real-Time Directional Guidance Through Cloud-Based Well Path Optimization

Deep R. Joshi, Mohammadreza Kamyab, Daniel Cardoso Braga, Curtis Alan Cheatham
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212525-MS
DOI: https://doi.org/10.2118/212525-MS
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