... learning us government upstream oil & gas production forecasting deep learning modeling & simulation neural network artificial intelligence complex reservoir physics-guided deep learning prediction field dataset application dataset equation pgdl model experiment physics-constrained...

... materials proppant fluid dynamics surface wave mpa proppant 40 70 amplitude fracture frequency pressure wave application proppant 30 50 permeability propped fracture dynamic loading evolution intrinsic permeability recovery rate URTeC: 3701946 Rejuvenate Unconventional Wells...

... technology conference information application field activity test separator drillstem/well testing gas well generation measurement system operator supported field activity URTeC: 3719030 Not Measured, Not Improved Agile 3-Phase Well Flow Measurement and Well Testing Unit Bali Singh*1, Bruce...

... characterization pvt measurement spe paper niobrara formation chalk basin kerogen type organic geochemistry landing zone nc 17 application unconventional resource technology conference thermal maturity area 1 URTeC: 3716911 Geochemical Fingerprinting of Niobrara Oils Across Four Distinct Landing...

... reservoir surveillance complex reservoir shale reservoir prediction machine learning artificial intelligence neural network aguilera historical data reservoir oil production forecast reservoir simulation unconventional reservoir application decline curve analysis seq2seq lstm oil rate...

.... Despite these promising results, DL algorithms are difficult to train due to their inherent weaknesses known as vanishing and exploding gradient problems. The main goals of this comprehensive review paper are: (1) encourage improvement in DL applications utilized in production forecasting by evaluating...

... as part of daily surveillance requiring no incremental acquisition costs. In this paper, the methodology is applied to synthetic examples. Additionally, its application is demonstrated in three case studies for basins with different geological settings. One is an uneconomic gas reservoir that is used...

... Abstract Fiber optic (FO) monitoring has proven to be a very insightful tool for various applications of unconventional development. The most common applications have been focused on Stimulated Reservoir Volume (SRV) characterization and use Distributed Acoustic Sensing (DAS) as the primary...

... simulators, making it suitable for largescale field applications. Introduction URTeC 3723026 2 Modern reservoir simulators are capable of handling high resolution models with multi-million cells; however, the simulation-based applications such as history matching (Olalotiti-Lawal et al. 2019; Liu et al. 2020...

... extensively impact decisions for wellbore protection, choke management, drawdown control and well shutin and re-open strategies. Moreover, these finding may have benefits for the ecosystem, as the proposed workflow is potentially applicable to renewable assets such as geothermal development, as well...

...URTeC: 3722944 Machine Learning Applications for Reservoir Pressure Trend Prediction in Potash Area of Delaware Basin Olabode Thomas Ajibola*1, James Sheng1, Phillip McElroy1, Ebru Unal2, 1. Petroleum Engineering, Texas Tech University, Lubbock, TX, United States, 2. Interior, Bureau of Land...

... be built, calibrated, and applied to optimize important development decisions such as well spacing and completion design within days or weeks, compared to the usual months or years of traditional reservoir simulation workflows. The application of this technique will lead to better and faster decisions...

... quality with probabilistic models. A new approach is proposed to select probabilistic models using CNN predicted HCIP (Hydrocarbon In Place) inside SRV (Stimulated Rock Volume). The HCIP-SRV has been proved as a key indicator to forecast production recovery from unconventional reservoir applications...

... drilling fluids and materials tailored spacer system lost circulation well control annular pressure drilling drilling fluid management & disposal upstream oil & gas urtec stage-cementing tool unconventional resource technology conference application technology conference...

...) which requires identification of flow regimes and geometrical assumptions (well and fractures) which is an inherent limitation of RTA making it interpretive and not conducive to field-scale applications. Thus, a robust and consistent well performance analysis method is needed that can be applied...

... formation algorithm permeability well logging upstream oil & gas irreducible water saturation porosity application hyperparameter neural network regressor real permeability random forest regressor core data URTeC: 3725863 Statistical Analysis of the Petrophysical Properties of the Bakken...

... tracer test analysis heterogeneity application complex reservoir tracer interpretation tracer injection urtec 5357 unconventional well upstream oil & gas well tracer test dynamic heterogeneity analytical model unconventional reservoir fracture equation chemical tracer...

...URTeC: 5537 Applications of Machine Learning for Estimating the Stimulated Reservoir Volume (SRV) Ali Rezaei*1,2, Fred Aminzadeh1,2, Eric VonLunen2, 1. University of Houston, 2. FACT Inc, * Now with Schlumberger. Copyright 2021, Unconventional Resources Technology Conference (URTeC) DOI 10.15530...

... reservoir characterization complex reservoir seismicity review seismic event swd application us government estimate disposal plume true producing formation application upstream oil & gas urtec hazard geologic target texas operator true stratigraphic horizon water management...

... upstream oil & gas inhibitor completion engineer lateral field study urtec 5656 exhibition application asphaltene remediation scale inhibition siip presented proppant delivered scale inhibition mic complex reservoir fracturing fluid leasure perforation water production remediation...