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Keywords: machine learning
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Proceedings Papers

Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163302-MS
... classified operations and the results show high accuracy. artificial intelligence polynomial thonhauser machine learning upstream oil & gas accuracy drilling equipment drilling process hookload sensor data classifier basis function spectrum flowin gram polynomial pattern base...
Proceedings Papers

Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163330-MS
.... neural network concrete cube artificial intelligence perceptron rop model sequential forward selection method machine learning upstream oil & gas vibration data best network mechanical property penetration drill string input channel rms error drilling operation strength drilling...
Proceedings Papers

Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163282-MS
... model and improve the confidence interval of production forecasts. machine learning history matching eigenvalue reservoir simulation global minimum artificial intelligence upstream oil & gas polynomial chaos expansion polynomial chaos proxy permeability field oil flow rate pce...
Proceedings Papers

Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163289-MS
...%, respectively. The paper discusses the details of the new ICE-based sensor and describes its adaptations to downhole applications. pvt measurement concentration upstream oil & gas machine learning resolution optical-pvt system artificial intelligence methane best linear fit spectrometer...
Proceedings Papers

Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163294-MS
... machine learning flow in porous media cored well reservoir characterization upstream oil & gas reservoir rock type core analysis fluid dynamics middle marrat formation porosity cored interval reservoir quality continuous rrt dolomite rrt artificial intelligence classification...
Proceedings Papers

Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163342-MS
... control to confirm the reliability of the proposed model to predict density and viscosity values of heavy crudes when compared with other models. machine learning heavy crude oil deviation prediction upstream oil & gas oil sample spe 163342 pvt measurement experimental measurement...
Proceedings Papers

Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163352-MS
... and formulation drilling fluid formulation spe 163352 machine learning drilling fluids and materials nacl concentration salt concentration shale-fluid interaction parameter cec value nacl interaction parameter shale empirical model sample core composition shale sample society of petroleum...
Proceedings Papers

Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163370-MS
... Abstract Stuck pipe has been recognized as one of the most challenging and costly problems in the oil and gas industry. However, this problem can be treated proactively by predicting it before it occurs. The purpose of this study is to implement the two most powerful machine learning methods...
Proceedings Papers

Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163380-MS
... information log analysis reservoir characterization porosity machine learning upstream oil & gas ebi well logging heterogeneity nmr relaxation time reservoir section workflow spe 163380 image log secondary porosity core data borehole image carbonate reservoir permeability reservoir...
Proceedings Papers

Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163354-MS
... the economic needs of investors and the regulatory requirements of government and environmental agencies. This approach gives a realistic NPV estimation for companies operating in jurisdiction with requirement for meeting a VRR of one. evolutionary algorithm waterflooding machine learning optimization...
Proceedings Papers

Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163372-MS
... & gas dpfga machine learning reservoir simulation dynamic penalty function evolution algorithm algorithm permeability computational cost penalty function flow in porous media fluid dynamics implementation reservoir parameter genetic algorithm mismatch Abstract This paper presents...
Proceedings Papers

Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163376-MS
... of large and mid-size operators are investigated. artificial intelligence drilling fluid formulation drilling fluid chemistry drilling fluid property upstream oil & gas drilling fluid selection and formulation drilling operation machine learning drilling fluids and materials hpht...
Proceedings Papers

Paper presented at the Kuwait International Petroleum Conference and Exhibition, December 14–16, 2009
Paper Number: SPE-127251-MS
... information helps the algorithm in finding the promising regions of the search space and narrowing down the uncertainty intervals of the predictions. Artificial Intelligence difference vector machine learning history matching misfit value Differential Evolution misfit Neighbourhood Algorithm...
Proceedings Papers

Paper presented at the Kuwait International Petroleum Conference and Exhibition, December 14–16, 2009
Paper Number: SPE-126796-MS
... thermal method Modeling & Simulation machine learning Artificial Intelligence css pilot SAGD simulation model compressibility variation northern part north pilot steamflood Kuwait Upstream Oil & Gas pattern type steam injection pattern performance CSS cycle enhanced...
Proceedings Papers

Paper presented at the Kuwait International Petroleum Conference and Exhibition, December 14–16, 2009
Paper Number: SPE-127340-MS
... evaluation. The approach had a considerable impact on field development plans and reserve calculations in the new and complex carbonate reservoir. pressure transient testing dual packer pressure transient analysis Upstream Oil & Gas machine learning vertical permeability wireline formation...

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