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Proceedings Papers

Time Series Data Analysis with Recurrent Neural Network for Early Kick Detection

Junzhe Wang, Evren Ozbayoglu, Silvio Baldino, Yaxin Liu, Danzhu Zheng
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32428-MS
https://doi.org/10.4043/32428-MS
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Proceedings Papers

How Underwater Drones Can Promote the Environmental Sustainability of Offshore Natural Resources Exploitation

Giovanni Massari, Cristina Marras, Francesco Cavallini
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32481-MS
https://doi.org/10.4043/32481-MS
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Proceedings Papers

Real-Time Machine Learning Application for Formation Tops and Lithology Prediction

Wael Ziadat, Hany Gamal, Salaheldin Elkatatny
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32447-MS
https://doi.org/10.4043/32447-MS
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Proceedings Papers

Hybrid Approach Using Physical Insights and Data Science for Early Stuck Detection

Tatsuya Kaneko, Tomoya Inoue, Yujin Nakagawa, Ryota Wada, Keisuke Miyoshi, Shungo Abe, Kouhei Kuroda, Kazuhiro Fujita
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32532-MS
https://doi.org/10.4043/32532-MS
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Proceedings Papers

Pipeline Fatigue Damage Monitoring During Hydrogen Transportation

Subrata Bhowmik, Ta Ju Sun
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32500-MS
https://doi.org/10.4043/32500-MS
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Proceedings Papers

Offshore Connectivity as Leverage of Mobility Technologies

Gianny Stavros Rodrigues Fasone, Vinicius Guedes Gusmão, Lídia Moura Matos Da Silva Neta
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32320-MS
https://doi.org/10.4043/32320-MS
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Proceedings Papers

Machine Learning Based FPSO Topsides Weight Estimation for a Project on an Early Stage

Changqing Yao, Xiang Ren, Dakshina Valiveti, Sam Ryu, Carmela Chaney, Yifei Zeng
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32304-MS
https://doi.org/10.4043/32304-MS
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Proceedings Papers

Machine-Learning-Based Proxy Modelling for Geothermal Field Development Optimisation

Daniel Asante Otchere, Abdul Halim Abdul Latiff, Mohamed Yassir Taki, Longtong Abedenego Dafyak
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32301-MS
https://doi.org/10.4043/32301-MS
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Proceedings Papers

ROV Teleoperation based on Sensory Augmentation and Digital Twins

Pengxiang Xia, Kevin P. McSweeney, Zhuoyuan Song, Eric Du
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32376-MS
https://doi.org/10.4043/32376-MS
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Proceedings Papers

Integrated and Adaptable Approach to Mapping Benthic Habitats to Support Offshore Wind Development off the Mid-Atlantic Outer Continental Shelf

Daniel Doolittle, Eric Swanson, Craig Scherschel, Eugene Revelas, Kathryn Rovang, Stephen Varnell
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32390-MS
https://doi.org/10.4043/32390-MS
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View Paper titled, Integrated and Adaptable Approach to Mapping Benthic Habitats to Support Offshore Wind Development off the Mid-Atlantic Outer Continental Shelf
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Proceedings Papers

Optimizing the Inspection Plans of Subsea Equipment Using Risk Analysis Methodologies and Simulations

Leonardo Oliveira Barros, Rene Thiago Capelari Orlowski, Marcos Coelho Maturana, Adriana Miralles Schleder, Marcelo Ramos Martins
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32464-MS
https://doi.org/10.4043/32464-MS
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View Paper titled, Optimizing the Inspection Plans of Subsea Equipment Using Risk Analysis Methodologies and Simulations
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Proceedings Papers

Robotic Fish Enabled Offshore Pipeline Inspection

Xuqing Wu, Tushar Sood, Zheng Chen, Jiefu Chen
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32427-MS
https://doi.org/10.4043/32427-MS
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Proceedings Papers

Real Time Pore Pressure Calculation from Drilling Dynamics Data via Machine Learning Techniques

Matthew James Reilly, John B Thurmond, Koda F Chovanetz, J Mike Party, Orlando De Jesus, Muhlis Unladi
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32209-MS
https://doi.org/10.4043/32209-MS
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Proceedings Papers

A Machine Learning Approach to Improve the Reliability of Aging Tendon Tension Monitoring Systems

Jimmy Keong Tark Ng, Soma Sekhar Maroju, Suvabrata Das
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32211-MS
https://doi.org/10.4043/32211-MS
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Proceedings Papers

Transforming Asset Maintenance and Optimisation Through Autonomous Operations

Nicholas Pierson, Richard Clarke, Oleg Mikhailov
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31847-MS
https://doi.org/10.4043/31847-MS
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Proceedings Papers

Case Study: Predicting Electrical Submersible Pump Failures Using Artificial Intelligence

Shejuti Silvia, Malcolm Prior, Yocheved Gilad
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31852-MS
https://doi.org/10.4043/31852-MS
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Proceedings Papers

Robots for Normally Unattended Facilities

Narayanan Kumar, Swetha Thimmaiah, Christophe Sintive
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31851-MS
https://doi.org/10.4043/31851-MS
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Proceedings Papers

Flow Pattern, Pressure Gradient Relationship of Gas Kick Under Dynamic Conditions

Chinemerem Edmond Obi, Yusuf Falola, Kaushik Manikonda, Abu Rashid Hasan, Mohammad Azizur Rahman
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31901-MS
https://doi.org/10.4043/31901-MS
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Proceedings Papers

Classification of Wireline Formation Testing Responses Using Unsupervised Machine Learning Methods

Priyank Srivastava, Mainak Bandyopadhyay, Shantanu Chakraborty, Samarth Patwardhan, Huy Tran
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31892-MS
https://doi.org/10.4043/31892-MS
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Proceedings Papers

Accelerating the Rate of Safety Innovation - A New Model

Robert H. Orlean, Robert W. Patterson, Nancy J. Currie-Gregg, Charles R. Justiz
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31905-MS
https://doi.org/10.4043/31905-MS
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