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Keywords: machine learning
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Proceedings Papers

Paper presented at the OTC Arctic Technology Conference, November 5–7, 2018
Paper Number: OTC-29177-MS
.... engine modeling artificial intelligence ice field module upstream oil & gas force model fpso machine learning interface controller vessel control ice condition scenario validation platform ice force model floating production system vessel model subsea system visualization...
Proceedings Papers

Paper presented at the OTC Arctic Technology Conference, November 5–7, 2018
Paper Number: OTC-29145-MS
... noise. Consequently, the best approach uses a machine learning-based technique that can resolve both temporal and spatial non-linear variations. The approach followed in this paper provides a long short-term memory (LSTM) network-based method to predict surface pressure in a fracturing job, considering...
Proceedings Papers

Paper presented at the Arctic Technology Conference, October 24–26, 2016
Paper Number: OTC-27349-MS
... on the novel ice force modeling approach is provided. Finally, an overview of the model test program of a fully DP controlled vessel in managed ice conditions, which was completed to provide a database for building and validating the ice force model, is also offered. fpso machine learning module...
Proceedings Papers

Paper presented at the Arctic Technology Conference, October 24–26, 2016
Paper Number: OTC-27372-MS
... materials and corrosion pipeline integrity production control pipeline corrosion technology conference estimation riser corrosion maintenance probability production logging flowline corrosion deviation reservoir surveillance pipeline integrity integrity management machine learning...
Proceedings Papers

Paper presented at the Arctic Technology Conference, October 24–26, 2016
Paper Number: OTC-27361-MS
... concentration algorithm thickness region global otsu method machine learning thickness ice piece k-mean method ice thickness information ice thickness ice thickness region ice thickness camera international conference rectification time window References References Bourke , R.H...
Proceedings Papers

Paper presented at the Arctic Technology Conference, October 24–26, 2016
Paper Number: OTC-27472-MS
... scheme cold region science machine learning iceberg trajectory References References Allison , K. , Crocker , G. , Tran , H. , and Carrieres , T. . An ensemble forecast model of iceberg drift . Cold Regions Science and Technology, 108 : 1 – 9 , 2014 . Andersson...
Proceedings Papers

Paper presented at the Arctic Technology Conference, October 24–26, 2016
Paper Number: OTC-27454-MS
... indicate that there was long term deformation at a rate of five cm/year, in addition to an average of magnitude of vertical movement of 4 cm between winter heaving and summer thawing during annual climate cycles. interferogram insar analysis machine learning surface movement insar measurement...
Proceedings Papers

Paper presented at the OTC Arctic Technology Conference, March 23–25, 2015
Paper Number: OTC-25560-MS
... plans the companies commit to, and extract from this the likely activities. exploration well onshore discovery upcoming activity norway shale oil information license exploration program machine learning arctic exploration activity exxonmobil exploration activity offshore offshore...
Proceedings Papers

Paper presented at the OTC Arctic Technology Conference, March 23–25, 2015
Paper Number: OTC-25575-MS
... modeling & simulation ice feature upstream oil & gas beacon trajectory machine learning artificial intelligence field data References References North American Regional Reanalysis (NARR), NCEP Reanalysis data provided by the NOAA/OAR/ESRL PSD , Boulder, Colorado, USA , from...
Proceedings Papers

Paper presented at the OTC Arctic Technology Conference, February 10–12, 2014
Paper Number: OTC-24554-MS
... artificial intelligence seismic vessel resolution compression ratio imagery management system file size seasonal feature vector machine learning feature vector algorithm OTC 24554 The Role of RADARSAT-2 SAR Data for Ice Seismic Operations Gordon Staples (MDA), Ray Pierce (Ion Geophysical...
Proceedings Papers

Paper presented at the OTC Arctic Technology Conference, February 10–12, 2014
Paper Number: OTC-24600-MS
... intelligence polarization otc 24600 ice condition decomposition ice feature fissel sar data ice characterization machine learning data source OTC 24600 Characterization of Hazardous Ice using Spaceborne SAR and Ice Profiling Sonar: Preliminary Results Kaan Ersahin, Leslie Brown, Anudeep Kanwar...
Proceedings Papers

Paper presented at the OTC Arctic Technology Conference, February 10–12, 2014
Paper Number: OTC-24638-MS
... and depth of pressure ridges. ice thickness distribution melt season machine learning arctic sea ice thickness ridged ice artificial intelligence fraction thickness distribution sea ice thickness mean ice thickness modal thickness norwegian polar institute sea ice extent variability...
Proceedings Papers

Paper presented at the OTC Arctic Technology Conference, February 10–12, 2014
Paper Number: OTC-24551-MS
... less than 0.3 m 2 . The purpose of this paper is to introduce this powerful technique to the ice science and ice engineering communities using the local ice pressure data as an example. machine learning quantile koenker face molikpaq regression upstream oil & gas quantile regression...
Proceedings Papers

Paper presented at the OTC Arctic Technology Conference, December 3–5, 2012
Paper Number: OTC-23721-MS
... educational technology simulator consequence accident friendship university student environmental education protection russia educational program sustainable development contingency planning virtual model environmental security virtual simulator machine learning OTC 23721 New Model...
Proceedings Papers

Paper presented at the OTC Arctic Technology Conference, December 3–5, 2012
Paper Number: OTC-23825-MS
... analysis imagery characterization ice condition sar image segmentation artificial intelligence machine learning us government segmentation result classification upstream oil & gas morphological segmentation application operation image analysis technique satellite imagery brightness...
Proceedings Papers

Paper presented at the OTC Arctic Technology Conference, December 3–5, 2012
Paper Number: OTC-23822-MS
... a high degree of informationcontent on basic ice parameters such as concentration, type and topography. upstream oil & gas information mapping polarization constellation sar ice constellation ice-water discrimination matrix machine learning classification artificial intelligence...

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