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Proceedings Papers

Mooring Optimization Using ML Techniques

Pau Trubat, Adrián Herrera, Climent Molins
Proc. ASME. IOWTC2022, ASME 2022 4th International Offshore Wind Technical Conference, V001T01A013, December 7–8, 2022
Paper No: IOWTC2022-98217
DOI: https://doi.org/10.1115/IOWTC2022-98217
View Paper titled, Mooring Optimization Using ML Techniques
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Topics: Mooring, Optimization, Design, Simulation, Yaw, Tension, Dynamic response, Surges, Wind velocity, Algorithms
Proceedings Papers

Field Development Optimization of Haynesville Shale Wells

Samiha Morsy, Mark McClure, Garrett Fowler, Dave Ratcliff
Proc. ASME. OPTC2022, ASME 2022 Onshore Petroleum Technology Conference, V001T02A003, September 20–21, 2022
Paper No: OPTC2022-96604
DOI: https://doi.org/10.1115/OPTC2022-96604
View Paper titled, Field Development Optimization of Haynesville Shale Wells
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Topics: Optimization, Shales, Wells, Fluids, Economics , Design, Performance, Simulation models, Stress, Uncertainty
Proceedings Papers

Prelude FLNG Free Weathervaning Heading Prediction and Uncertainties, Based on Machine Learning Model

Quentin Delivré, Jery Rajaobelina, Mengchen Kang, Jason McConochie, Yuriy Drobyshevski
Proc. ASME. OMAE2022, Volume 1: Offshore Technology, V001T01A023, June 5–10, 2022
Paper No: OMAE2022-79924
DOI: https://doi.org/10.1115/OMAE2022-79924
View Paper titled, Prelude FLNG Free Weathervaning Heading Prediction and Uncertainties, Based on Machine Learning Model
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Topics: Machine learning, Uncertainty
Proceedings Papers

Fatigue Capacity of Used Mooring Chain - Results From Full Scale Fatigue Testing at Different Mean Loads

Øystein Gabrielsen, Svein-Arne Reinholdtsen, Bjørn Skallerud, Per J. Haagensen, Marius Andersen, Pascal-Alexandre Kane
Proc. ASME. OMAE2022, Volume 1: Offshore Technology, V001T01A030, June 5–10, 2022
Paper No: OMAE2022-79649
DOI: https://doi.org/10.1115/OMAE2022-79649
View Paper titled, Fatigue Capacity of Used Mooring Chain - Results From Full Scale Fatigue Testing at Different Mean Loads
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Topics: Chain, Fatigue, Fatigue testing, Mooring, Stress, Corrosion, Design, Life extension, Accounting, Cycles
Proceedings Papers

Modified Environmental Contours Approach for Long-Term Extreme Response Prediction of Marine Risers

Qingqing Miao, Ying Min Low
Proc. ASME. OMAE2022, Volume 2: Structures, Safety, and Reliability, V002T02A052, June 5–10, 2022
Paper No: OMAE2022-78640
DOI: https://doi.org/10.1115/OMAE2022-78640
View Paper titled, Modified Environmental Contours Approach for Long-Term Extreme Response Prediction of Marine Risers
Click here to open pdf in another window PDF for Modified Environmental Contours Approach for Long-Term Extreme Response Prediction of Marine Risers
Topics: Complex systems, Floating structures, Manufacturing systems, Marine drilling risers, Mooring, Offshore structures, Pipeline risers, Reliability, Risers (Casting), Significant wave heights
Proceedings Papers

Motion Response Prediction of Marine Vessels Based on Hydrodynamic Models Updated Through On-Site Measurements

Gowtham Radhakrishnan, Bernt J. Leira, Zhen Gao, Svein Sævik, Alojz Gomola
Proc. ASME. OMAE2022, Volume 2: Structures, Safety, and Reliability, V002T02A018, June 5–10, 2022
Paper No: OMAE2022-78912
DOI: https://doi.org/10.1115/OMAE2022-78912
View Paper titled, Motion Response Prediction of Marine Vessels Based on Hydrodynamic Models Updated Through On-Site Measurements
Click here to open pdf in another window PDF for Motion Response Prediction of Marine Vessels Based on Hydrodynamic Models Updated Through On-Site Measurements
Topics: Spectra (Spectroscopy), Vessels, Waves, Optimization, Uncertainty, Errors, North Sea, Ocean engineering, Physics
Proceedings Papers

Optimal Management of Offshore Wind Assets at Different Stages of Life Extension Accounting for Uncertainty Propagation

Baran Yeter, Yordan Garbatov, Carlos Guedes Soares
Proc. ASME. OMAE2022, Volume 2: Structures, Safety, and Reliability, V002T02A060, June 5–10, 2022
Paper No: OMAE2022-78185
DOI: https://doi.org/10.1115/OMAE2022-78185
View Paper titled, Optimal Management of Offshore Wind Assets at Different Stages of Life Extension Accounting for Uncertainty Propagation
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Topics: Accounting, Life extension, Ocean engineering, Offshore wind turbines, Uncertainty, Wind
Proceedings Papers

Machine Learning Based Prediction of Wave-Induced Vessel Response

Ali Cetin, Vegard R. Solum, Cristina M. Evans
Proc. ASME. OMAE2022, Volume 5A: Ocean Engineering, V05AT06A034, June 5–10, 2022
Paper No: OMAE2022-78261
DOI: https://doi.org/10.1115/OMAE2022-78261
View Paper titled, Machine Learning Based Prediction of Wave-Induced Vessel Response
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Topics: Machine learning, Vessels, Waves, Ocean engineering, Seas, Spectra (Spectroscopy), Uncertainty
Proceedings Papers

Nonlinear Hydrostatic Restoring Characteristics of a Spar Floating Wind Turbine

Zhengyang Pang, Aichun Feng, Zhiyu Jiang, Amrit Shankar Verma, Ke Chen
Proc. ASME. OMAE2022, Volume 5A: Ocean Engineering, V05AT06A036, June 5–10, 2022
Paper No: OMAE2022-78799
DOI: https://doi.org/10.1115/OMAE2022-78799
View Paper titled, Nonlinear Hydrostatic Restoring Characteristics of a Spar Floating Wind Turbine
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Topics: Floating wind turbines, Hydrostatics, Spar platforms, Wing spars, Stiffness, Stability, Buoyancy, Computer software, Design, Engineering simulation
Proceedings Papers

Propeller Wake Measurement and Uncertainty Assessment by a Towing-Tank LDV

Xin Long, Liwei Liu, Zhiguo Zhang, Bin Ye, Xianzhou Wang
Proc. ASME. OMAE2022, Volume 5B: Ocean Engineering; Honoring Symposium for Professor Günther F. Clauss on Hydrodynamics and Ocean Engineering, V05BT06A010, June 5–10, 2022
Paper No: OMAE2022-81133
DOI: https://doi.org/10.1115/OMAE2022-81133
View Paper titled, Propeller Wake Measurement and Uncertainty Assessment by a Towing-Tank LDV
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Topics: Computational fluid dynamics, Model basin, Propellers, Uncertainty, Wakes
Proceedings Papers

Random Experimental Uncertainty Analysis on the Model Tests of an LNG Carrier in Extreme Seas

Shan Wang, C. Guedes Soares
Proc. ASME. OMAE2022, Volume 5B: Ocean Engineering; Honoring Symposium for Professor Günther F. Clauss on Hydrodynamics and Ocean Engineering, V05BT12A010, June 5–10, 2022
Paper No: OMAE2022-79048
DOI: https://doi.org/10.1115/OMAE2022-79048
View Paper titled, Random Experimental Uncertainty Analysis on the Model Tests of an LNG Carrier in Extreme Seas
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Topics: Liquefied natural gas, Seas, Uncertainty, Uncertainty analysis, Waves, Hull, Ocean engineering, Pressure, Ships
Proceedings Papers

Short-Term Forecasting of Surface Wave Elevation Based On an Autoregressive Model

Jialun Chen, Wenhua Zhao, Ian Milne, Scott Draper
Proc. ASME. OMAE2022, Volume 5B: Ocean Engineering; Honoring Symposium for Professor Günther F. Clauss on Hydrodynamics and Ocean Engineering, V05BT12A004, June 5–10, 2022
Paper No: OMAE2022-81298
DOI: https://doi.org/10.1115/OMAE2022-81298
View Paper titled, Short-Term Forecasting of Surface Wave Elevation Based On an Autoregressive Model
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Topics: Surface waves (Fluid), Waves, Cranes, Elevations (Drawings), Ocean engineering, Ocean waves, Oceans, Safety, Uncertainty, Water waves
Proceedings Papers

A Computational Framework for Integrated Analysis and Hybrid Testing of Mooring Line Foundations

Giuseppe Abbiati, Zili Zhang, Andrea Franza, Lars Vabbersgaard Andersen, Hans Henning Stutz
Proc. ASME. OMAE2022, Volume 9: Offshore Geotechnics, V009T10A001, June 5–10, 2022
Paper No: OMAE2022-79853
DOI: https://doi.org/10.1115/OMAE2022-79853
View Paper titled, A Computational Framework for Integrated Analysis and Hybrid Testing of Mooring Line Foundations
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Topics: Mooring, Testing, Floating structures, Design, Displacement, Dynamic response, Excitation, Finite element methods, Risk, Risk assessment
Proceedings Papers

Rate of Penetration Prediction Using Quantile Regression Deep Neural Networks

Adrian Ambrus, Sergey Alyaev, Nazanin Jahani, Felix James Pacis, Tomasz Wiktorski
Proc. ASME. OMAE2022, Volume 10: Petroleum Technology, V010T11A010, June 5–10, 2022
Paper No: OMAE2022-79046
DOI: https://doi.org/10.1115/OMAE2022-79046
View Paper titled, Rate of Penetration Prediction Using Quantile Regression Deep Neural Networks
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Topics: Artificial neural networks, Drilling, Machine learning, Modeling, Optimization, Uncertainty, Architecture, Artificial intelligence, Climate, Decision making
Proceedings Papers

Well Path Design Using Q-Learning Algorithms and Bezier Curves With Obstacles Avoidance

Jie Cao, Samiul Ehsan Chowdhury, Tomasz Wiktorski, Dan Sui
Proc. ASME. OMAE2022, Volume 10: Petroleum Technology, V010T11A007, June 5–10, 2022
Paper No: OMAE2022-78427
DOI: https://doi.org/10.1115/OMAE2022-78427
View Paper titled, Well Path Design Using Q-Learning Algorithms and Bezier Curves With Obstacles Avoidance
Click here to open pdf in another window PDF for Well Path Design Using Q-Learning Algorithms and Bezier Curves With Obstacles Avoidance
Topics: Algorithms, Design, Drilling, Optimization, Reinforcement learning, Trajectories (Physics), Collisions (Physics), Engineers, Dynamic light scattering, Dynamic programming
Proceedings Papers

Casing Collapse Resistance Under Long-Term, Non-Uniform Salt Loading

Peter Batruny, Scott Campbell, Azral Rahim, Yap Yun Thiam, Syed Yunus, Pete Lumley, Poodipeddi V Suryanarayana
Proc. ASME. OMAE2022, Volume 10: Petroleum Technology, V010T11A090, June 5–10, 2022
Paper No: OMAE2022-80089
DOI: https://doi.org/10.1115/OMAE2022-80089
View Paper titled, Casing Collapse Resistance Under Long-Term, Non-Uniform Salt Loading
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Topics: Collapse, Design, Stress, Computer software, Consulting engineers, Cycles, Decision making, Dimensions, Emissions, Failure
Proceedings Papers

Offshore Energy Hubs in the Decarbonisation of the Norwegian Continental Shelf

Hongyu Zhang, Asgeir Tomasgard, Brage Rugstad Knudsen, Ignacio E. Grossmann
Proc. ASME. OMAE2022, Volume 10: Petroleum Technology, V010T11A044, June 5–10, 2022
Paper No: OMAE2022-78551
DOI: https://doi.org/10.1115/OMAE2022-78551
View Paper titled, Offshore Energy Hubs in the Decarbonisation of the Norwegian Continental Shelf
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Topics: Linear programming, Ocean engineering, Uncertainty
Proceedings Papers

Relevance of VPMM: A Survey, Conundrum and Conclusions

Lakshmi Madhavan Miller, Taylor Njaka, Stefano Brizzolara
Proc. ASME. OMAE2022, Volume 5B: Ocean Engineering; Honoring Symposium for Professor Günther F. Clauss on Hydrodynamics and Ocean Engineering, V05BT06A047, June 5–10, 2022
Paper No: OMAE2022-80537
DOI: https://doi.org/10.1115/OMAE2022-80537
View Paper titled, Relevance of VPMM: A Survey, Conundrum and Conclusions
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Topics: Autonomous underwater vehicles, Computational fluid dynamics, Lumped parameter models, Uncertainty, Underwater vehicles, Yaw
Proceedings Papers

Simulation Tool for Evaluation of Investment in Sustainable Technology

Joannes Gullaksen
Proc. ASME. OMAE2022, Volume 5B: Ocean Engineering; Honoring Symposium for Professor Günther F. Clauss on Hydrodynamics and Ocean Engineering, V05BT06A018, June 5–10, 2022
Paper No: OMAE2022-79261
DOI: https://doi.org/10.1115/OMAE2022-79261
View Paper titled, Simulation Tool for Evaluation of Investment in Sustainable Technology
Click here to open pdf in another window PDF for Simulation Tool for Evaluation of Investment in Sustainable Technology
Topics: Economic analysis, Green technology, Risk, Simulation, Statistical distributions, Uncertainty
Proceedings Papers

Assessment of Uncertainty in Sea Ice Charts and Its Impact on Operational Planning in the Kara Sea Region

Nabil Panchi, Uttam Verma, Ekaterina Kim, Nick Hughes, Anirban Bhattacharyya
Proc. ASME. OMAE2022, Volume 6: Polar and Arctic Sciences and Technology, V006T07A002, June 5–10, 2022
Paper No: OMAE2022-79051
DOI: https://doi.org/10.1115/OMAE2022-79051
View Paper titled, Assessment of Uncertainty in Sea Ice Charts and Its Impact on Operational Planning in the Kara Sea Region
Click here to open pdf in another window PDF for Assessment of Uncertainty in Sea Ice Charts and Its Impact on Operational Planning in the Kara Sea Region
Topics: Arctic region, Ice, Sea ice, Seas, Uncertainty