... for many years. This paper draws on the observations and lessons from the author's experience working both alongside and within Devon's Production Technology organization. upstream oil & gas operation production operation production operation team united states government artificial...

... and data-driven decision-making. drillstem/well testing equation fluid dynamics upstream oil & gas reservoir simulation united states government production forecasting shale gas complex reservoir flow in porous media inflow performance pvt measurement drillstem testing artificial...

... are documented highlighting the gains in operational efficiency, consistency and safety resulting from the new system. wellbore design wellbore integrity upstream oil & gas surface system valve hydraulic fracturing transition lubricator united states government artificial intelligence...

... with 200 feet apart. Water-based mud was used to drill the well. Figure 2 Well location in Utah. (Utah Geological Survey, Crude Oil and DrillingInfo). upstream oil & gas united states government log analysis well logging artificial intelligence rock type machine learning rock...

... unconventional resource technology conference saturation pressure well performance artificial lift system nodal analysis scenario depletion artificial intelligence production control deliverability time step gas lift rate productivity index Introduction Multistage horizontal well fracturing...

... machine learning centrifugal separator production logging separator separation and treating separation efficiency downhole centrifugal separator liquid level artificial intelligence production control efficiency liquid flow rate centrifugal force accelerated fan drillstem testing production...

... sustainability north america government united states government social responsibility oklahoma artificial intelligence prediction geothermal application reservoir characterization gradient well integrity longitude interpolation method machine learning integrity geothermal gradient algorithm...

... properties within minutes of updating the database hence providing insight in near real-time for engineers. reservoir simulation production monitoring upstream oil & gas complex reservoir united states government reservoir surveillance type curve artificial intelligence machine learning...

... Machine learning is a subfield of artificial intelligence (AI) and is defined as the ability of machines to imitate intelligent human behavior. Various cases of the application of machine learning in the oil and gas production optimization has been reported. Optimization through the machine...

... kingdom government upstream oil & gas united states government artificial intelligence regression model compressional wave velocity netherlands government drilling measurement petrophysical parameter sensor coefficient drilling parameter comparative analysis correlation norway government...

... are opened during stimulation treatments. machine learning flow in porous media Upstream Oil & Gas Simulation hydraulic fracturing pixel shale gas Fluid Dynamics natural fracture Artificial Intelligence complex reservoir ufp microfracture effective permeability proppant concentration...

... machine learning Artificial Intelligence waterflooding injector History optimization producer conformance improvement constraint production data enhanced recovery Upstream Oil & Gas surveillance operator case study connectivity injection society of petroleum engineers optimization...

... recovery natural fracture primary production Injection Rate reservoir diffusion effect machine learning Modeling & Simulation tight oil fractured reservoir recovery factor hnp process artificial intelligence Table 2 Reservior properties and operation conditions Reservoir...

... convolutional network identification fracture training dataset background label class imbalance Artificial Intelligence Computer Vision information core fracture characterization dataset society of petroleum engineers inference Introduction Fracture identification, as part of core...

... production engineers to make smarter decisions faster in a repeatable way. artificial lift system optimization problem machine learning gas lift calculation performance curve gas lift system multiobjective genetic algorithm gas injection Artificial Intelligence Upstream Oil & Gas oil...

... the statistical verification of other second order effects on finding the optimal stimulation treatment. fracturing materials hydraulic fracturing proppant intensity fracturing fluid well production Artificial Intelligence white sand Upstream Oil & Gas brown sand machine learning proppant...

... recovery regression oil reservoir algorithm Injection Rate Sheng gas injection reservoir society of petroleum engineers Artificial Intelligence dataset Engineering Oil Recovery information flooding shale oil reservoir oil phase injection Natural Gas EOR in Unconventional Shale Oil...

... water sample machine learning produced water discharge viscosity friction reducer Artificial Intelligence concentration viscosity development performance booster hydraulic fracturing water chemistry operation HVFR friction reducer performance friction reduction society of petroleum...

... information representation Artificial Intelligence Upstream Oil & Gas competence response surface bayesian calibration society of petroleum engineers simulation uncertainty reduction optimization process completion optimization physics-based model neural network reservoir model history...

... and Bonespring, usually found between 5,000 and 11,000 feet TVD. Current development is typical with horizontal wells, stimulated with many hydraulic fracture stages along one producing zone at a time. Artificial Intelligence uncertainty analysis bottom-hole pressure low salinity water injection society...