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Keywords: accuracy
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Proceedings Papers
Karsten Husby, Arild Saasen, Jan David Ytrehus, Magnus Hjelstuen, Mostafa Koraei, Allesandro Liberale, Tor Jan Eriksen
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32475-MS
... rotation target well active magnetic ranging offshore technology conference conductivity upstream oil & gas well logging relief well magnetic field stabiliser drilling operation drill pipe transmitter accuracy Introduction During a field development lifetime, it is common to drill...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32447-MS
... performance evaluation. The results showed a high prediction performance for the models for training and testing with overall accuracy higher than 95 through detecting complex lithology schemes. Predicting the drilled formation's tops and lithology while drilling in real-time through the developed solution...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32490-MS
... have shown that high resolution sonar scans can measure nodule abundance and size with sufficient accuracy over a much greater area in less time when compared to traditional box coring methods. Studies of nodule and manganese crust sampling campaign durations have shown that transiting from site...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32300-MS
... & gas deep learning slug catcher asia government flowrate uae government technology conference correlation neural network israel government machine learning algorithm field measurement united states government artificial intelligence forecasting accuracy information optimization phase...
Proceedings Papers
Fengyuan Zhang, Qiang Zhang, Zhengxin Zhang, Zhenhua Rui, Yueliang Liu, Wei Zhang, Xiaojin Zheng, Farshid Torabi, Andrey Afanasyev
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32249-MS
... of the calculated permeability with the reference value confirms the accuracy of the proposed experimental method with the relative error less than 10%. In addition, the proposed two-phase core analysis method can enormously accelerate test-time, as the permeability of selected rock sample can be estimated in less...
Proceedings Papers
Kanishka Milinda Jayasinghe, Clare Victoria Thomas, Andrew Allan Kilner, Adrian Conrad Eassom, Jonathan Matthew Gumley
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31866-MS
..., resolution, accuracy, delay and quality considerations, and the challenges involved in rolling out such a system on an operating facility. This paper provides operators of floating facilities with insights into the kind of data which should be considered for an effective monitoring solution, as well...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31935-MS
... environmental impact in term seawater turbidity and damaged seabed surface (biocenosis). The analysis results also show that the solution is very sensitive to trenching profile accuracy and profile long term stability. Constructability is discussed in terms of availability of technology vs water depth, soil...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31938-MS
... into physics-based models. One such example is to address the oil-water split at very high water cuts. By adopting the appropriate combination, the hybrid approach results in superior accuracy and offers the ability to address a broader range of applications than physics or machine learning alone...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31745-MS
... by traditional methods. subsea system monitoring system inspector mooring system accuracy machine learning upstream oil & gas swivel artificial intelligence inspection assessment rotation condition monitoring guidance grease turret mooring system integrity management instrumentation...
Proceedings Papers
Machine Learning Applications to Improve Pore Pressure Prediction in Hazardous Drilling Environments
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31781-MS
... or lost in hole, comprehensive well logs are not always available. In the absence of a measured sonic log, a predicted acoustic log can be used for input into the pore pressure prediction avoiding the risk and cost of downhole wellbore logs, however, accuracy is extremely important. A Gradient Boosting...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-32049-MS
... Abstract Good knowledge of formation pore pressure is required for the safe and economic drilling of wells. At present, Eaton and Bowers methods are widely used in pore pressure prediction, and the prediction accuracy of these methods is dependent on the accuracy of the underlying formation...
Proceedings Papers
Harikrishnan Arangali Shaji, Sumit Kumar Bishnu, Tarun Mishra, M. V. S. Siva Ramakrishna, Nikhil Krishna R. S., Renil Thomas K., Daniel Raj David
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-32018-MS
.... artificial intelligence background detection machine learning industrial facility variation application algorithm optimization problem accuracy productivity turnaround health & medicine dataset inspection monitoring safety milestone automation offshore technology conference scenario...
Proceedings Papers
Matthew Allan Nakatsuka, Bryan K Ghahremani, Phuong Dinh, Sumil Singh Thapa, Alexander Donovan Ventura, Vinod Veedu
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-32123-MS
... parameters allows for the accuracy be improved by nearly 20%, and the precision and F1 scores to be comparable to the model with a full set of input features. Finally, results gathered from this test condenser system, and the calculation of heat transfer efficiency showed good correlation with previously...
Proceedings Papers
Miguel Angel Cedeno, Andres Enriquez Fernandez, Farid Bernardo Cortés Correa, Camilo Andrés Franco Ariza, Ivan Moncayo-Riascos
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-32136-MS
... neural network upstream oil & gas adsorption isotherm prediction cortés scale inhibition adsorption franco algorithm error magnitude asphaltene remediation remediation of hydrates accuracy asphaltene adsorption nanoparticle asphaltene inhibition concentration ai agent asphaltene...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, August 16–19, 2021
Paper Number: OTC-30977-MS
.... machine learning artificial intelligence well integrity pipeline corrosion unmeasured location subsurface corrosion marine transportation accuracy wind energy bayesian inference upstream oil & gas inspection flowline corrosion materials and corrosion riser corrosion prediction...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, August 16–19, 2021
Paper Number: OTC-30953-MS
... both customer expectations and the costs of failure are at an all-time high. modeling & simulation simulation knowledge management simulation democratization artificial intelligence accuracy upstream oil & gas expert analyst design engineer simulation tool engineer cae analyst...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, August 16–19, 2021
Paper Number: OTC-31152-MS
... quantify the 3D circulation and kinematic properties of the main features partly because of limited assimilation of observational data. MACRO-GOM incorporates all the advantages of available HYCOM-based reanalyses and further enhances the resolution, accuracy, and reliability by the assimilation of over...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, August 16–19, 2021
Paper Number: OTC-30919-MS
... the behaviour of the subsurface by combining it with a suitable statistical method gives a higher level of confidence in the reservoir model produced. Interpolation of porosity and permeability data with minimum error and high accuracy is, therefore, essential in reservoir modeling. The most widely used...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, August 16–19, 2021
Paper Number: OTC-31119-MS
... Abstract Borehole collapse is one of the difficult problems in offshore oilfield drilling, which is directly related to regional geostress field. Seismic inversion is widely used to construct 3D stress field, and the accuracy of seismic inversion results depends heavily on the quality...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, August 16–19, 2021
Paper Number: OTC-31278-MS
... or misinterpreting a well balance event. There are methods that build on improving the accuracy of the models to predict the correct behavior of the operations by incorporating appropriate physics into the models. The models for accurately computing the pit volume gains are specified in the paper by Cayeux...
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