... distribution october 2017 structural geology calculation variance Unit Area basin Reservoir Characterization oil field information estimation Upstream Oil & Gas field size total number triangular lattice model artificial intelligence field area SPE economics exploration well size 1...

... investor Artificial Intelligence project valuation calculation consumption SPE economics systematic risk CAPM market-risk premium risk-adjusted discount rate nonsystematic risk stock market npv method risk-free rate The determination of the expected returns of investment projects...

... data to assess the value, risks, and uncertainties of an exploration prospect. It can be seamlessly extended to other basins because of a rich coverage of the online field-analogs database. strategic planning and management Artificial Intelligence reservoir simulation subsea system FPSO...

... absolute magnitude machine learning Artificial Intelligence april 2017 production monitoring Upstream Oil & Gas variance BOE estimator decline curve correction factor History production history Reservoir Surveillance unbiased estimator completion exponentiation bias future production...

... of a well, the effect of technology on the process’ efficiency, and the effect of regulatory policies. well decommissioning risk management Artificial Intelligence cost estimation regulatory framework operation database information abandonment operation Upstream Oil & Gas optimization...

... for the reasons listed. 24 2 2016 19 10 2016 2 10 2016 8 12 2016 17 5 2016 12 1 2017 Copyright 2017, Society of Petroleum Engineers supply and demand pricing Energy Economics Artificial Intelligence supply and demand forecasting bcfe Upstream Oil & Gas machine...

... plans usually integrate a combination of data and analyses to investigate what is occurring in the reservoir, wells or facilities, and to allow actions to be formulated and implemented to manage potential risks. wax remediation Hydrate Remediation paraffin remediation Artificial Intelligence...

... 2016, Society of Petroleum Engineers Artificial Intelligence Upstream Oil & Gas information alberta energy regulator risk management obligation wellsite Alberta orphanwell reclamation liability orphan well association well decommissioning Proportion AER Liability SPE economics...

... 10 2016 17 10 2016 Copyright 2016, Society of Petroleum Engineers enhanced recovery Artificial Intelligence Game Theory fair share waterflooding payoff asset and portfolio management implicit cost october 2016 Upstream Oil & Gas interest rate economics coalition abd...

... in permanent changes to oil-and-gas business structures. Energy Economics shale gas Upstream Oil & Gas Engineering Efficiency Capital Efficiency producer operational excellence work flow SPE economics Drilling oil and gas complex reservoir well count Artificial Intelligence...

... Economics complex reservoir well cost april 2016 machine learning Upstream Oil & Gas unconventional factory development shale gas revolution gas price Artificial Intelligence unconventional resource economics plateau production plateau sweet spot factory development drillex...

... economics certainty knowledge management Completion Installation and Operations Fluid Dynamics rate time profile aggregation perforation probability type well well length fracture evaluation SPE economics production profile Artificial Intelligence hydraulic fracturing analog weighting...

... usefulness of our algorithm through numerical experiments. 26 1 2015 9 11 2015 8 11 2015 27 1 2016 27 1 2016 Copyright 2016, Society of Petroleum Engineers pressure transient analysis pressure transient testing heterogeneity Artificial Intelligence Monte Carlo...

... is interdisciplinary and sits at the intersection of artificial intelligence, statistics, and numerical methods. Machine-learning applications are categorized as either unsupervised or supervised learning. In unsupervised-learning applications, an algorithm is presented with unlabeled data (i.e., data for which...

... NPV is defined in Eq. 1 : Copyright 2016, Society of Petroleum Engineers thermal method production control Artificial Intelligence constraint Reservoir Surveillance Upstream Oil & Gas calculation reservoir property project npv injection enhanced recovery steam-assisted gravity...

... optimization problem Simulation enhanced recovery Upstream Oil & Gas NPV Artificial Intelligence injector producer waterflooding inverted-five-spot pattern Production Configuration procedure SPE economics computational cost well-drilling location control parameter evaluation realization...

... corrosion machine learning Artificial Intelligence Pipeline Corrosion riser corrosion casing and cementing mitigation measure risk management Upstream Oil & Gas materials and corrosion well integrity intervention operation aquitaine basin calculation Leak aquifer Scenario severity...

.... Copyright 2015, Society of Petroleum Engineers 31 1 2014 5 1 2015 12 10 2014 13 4 2015 30 9 2013 13 4 2015 machine learning Artificial Intelligence Upstream Oil & Gas total data customer resubstitution error average jpt response variable SPE economics...

... assumption acreage tier 4 tier 5 SPE economics TCF acreage developable economics Fayetteville natural gas base case economic limit production control Energy Economics Reservoir Surveillance drilling operation undrilled acreage tier 6 Artificial Intelligence Upstream Oil & Gas Tier...

... of key sources and GHG emissions, including CH 4 , from petroleum and natural-gas systems. Artificial Intelligence environmental protection agency completion climate change air emission information workover operation Upstream Oil & Gas natural-gas system co 2 GHG Emission Inventory...