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Keywords: machine learning
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Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, April 9–11, 2019
Paper Number: SPE-194587-MS
... technology in combination with a cloud-based IoT platform. Artificial Intelligence SCADA system machine learning abnormal behavior Upstream Oil & Gas operation ESP system esp operator artificial lift system reservoir society of petroleum engineers platform esp fleet remote operation...
Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, April 9–11, 2019
Paper Number: SPE-194573-MS
... of the observation space which corresponds to the lower (p-a) principal components can be measured better using the Q statistics. Here, r is the projection of x into the residual space. Classification Classification is a type of supervised Machine learning Algorithm which is used for predicting where...
Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, April 9–11, 2019
Paper Number: SPE-194623-MS
... control drilling fluid management & disposal drilling fluid property annular pressure drilling Upstream Oil & Gas machine learning Artificial Intelligence drilling fluid formulation drilling fluid selection and formulation drilling fluids and materials plastic viscosity direct...
Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, April 9–11, 2019
Paper Number: SPE-194656-MS
.... production control Reservoir Surveillance polymer artificial lift system production monitoring Upstream Oil & Gas machine learning enhanced recovery mechanical wear real time system chemical flooding methods Artificial Intelligence Efficiency pump curve reduction head loss friction loss...
Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, April 9–11, 2019
Paper Number: SPE-194688-MS
.... Drillstem Testing Novel Approach neural network modeling vit modeling machine learning rock type Upstream Oil & Gas flow unit classification multi-layer formation model Crossplot Artificial Intelligence drillstem/well testing heterogeneity Probe pressure transient response vertical...
Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, April 4–6, 2017
Paper Number: SPE-185447-MS
... for complex carbonate reservoir. Reservoir Characterization decision tree learning well logging water formation log analysis Upstream Oil & Gas ordos basin formation evaluation identification machine learning Artificial Intelligence water zone China resistivity carbonate reservoir...
Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, April 4–6, 2017
Paper Number: SPE-185387-MS
... enhanced recovery Reservoir Characterization machine learning Modeling & Simulation pressure data net sand map sand map Depositional Model well logging waterflooding thickness map western desert Bahariya new waterflood opportunity Artificial Intelligence Upstream Oil & Gas...
Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, April 4–6, 2017
Paper Number: SPE-185406-MS
... reservoir conditions under low oil price. The paper carries out studies on economic design of SP flooding according to particular reservoir properties. It also provides effective guidance for future pilot tests and commercial applications in more complex heavy oilfields under low oil price. machine...
Proceedings Papers

Paper presented at the SPE Oil & Gas India Conference and Exhibition, November 24–26, 2015
Paper Number: SPE-178053-MS
.... Artificial Intelligence oilfield coefficient waterflooding flow rate enhanced recovery injector Waterflood Management machine learning Upstream Oil & Gas waterflood direction dynamic analysis connectivity water cut Interwell Connectivity streamline simulation injection reservoir...
Proceedings Papers

Paper presented at the SPE Oil & Gas India Conference and Exhibition, November 24–26, 2015
Paper Number: SPE-178068-MS
.... Artificial Intelligence Reservoir Characterization study area reservoir facies PNN application NPHI reservoir property Upstream Oil & Gas correlation porosity probabilistic neural network machine learning seismic data neural network reservoir parameter well location India facies...
Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, March 28–30, 2012
Paper Number: SPE-153750-MS
... can achieve good quality matches while they perform a global seach in the space. evolutionary algorithm upstream oil & gas artificial intelligence machine learning reservoir simulation production rate new solution ga iumda algorithm minimum misfit optimization problem child...
Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, March 28–30, 2012
Paper Number: SPE-155055-MS
... algorithm upstream oil & gas optimization cumulative oil map flight machine learning reservoir simulation dynamic measure well placement optimization dynamic measure map permeability producer realization application total time Introduction Placement of infill producers...
Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, March 28–30, 2012
Paper Number: SPE-155320-MS
... chemistry well logging machine learning artificial intelligence drilling fluid selection and formulation drilling operation drilling fluid formulation mud weight corrosion choke manifold ppg log analysis drilling fluid property upstream oil & gas shale reservoir section perforation high...
Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, January 20–22, 2010
Paper Number: SPE-127371-MS
... machine learning neural network information bit condition artificial neural network true drill bit condition spe 127371 assessment upstream oil & gas diagnosis artificial intelligence equipment wear application diagnostic criteria expert system society of petroleum engineers...
Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, January 20–22, 2010
Paper Number: SPE-128850-MS
... in the reservoir. Detailed history matching is currently in progress. upstream oil & gas machine learning well log geologic modeling reservoir characterization fluid dynamics permeability prediction flow in porous media application principal component analysis permeability transformation...
Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, January 20–22, 2010
Paper Number: SPE-128878-MS
... range upstream oil & gas correlation compressibility factor natural gas machine learning genetic programming technique accuracy artificial intelligence deviation pvt measurement fluid modeling society of petroleum engineers katz z-factor chart Introduction Compressibility factor...
Proceedings Papers

Paper presented at the SPE Oil and Gas India Conference and Exhibition, January 20–22, 2010
Paper Number: SPE-128668-MS
... calcretized shale well logging shale log analysis sedimentation sequence upstream oil & gas petroleum system sand body machine learning overlain reservoir characterization artificial intelligence Introduction The Upper Assam basin, an onshore petroleum province of India has been...

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