... of the DL workflow. Through our blind testing experiments, the DL workflow offers predictions as accurate as our physics-based reservoir simulations, yet 300 times more efficient than the latter. The developed workflow shows superior performance with an AAPE of less than 5% and R 2 score of more than 0.99...

... 2 sequestration in a depleted gas condensate reservoir that was produced down to abandonment pressure. The objective of the project was to deliver a detailed site characterization and reservoir simulation for a Carbon Sequestration program for Castex Energy in Louisiana. Castex Energy is pursuing...

... history matching for its practical realizations on field cases, especially with many data and high model complexity. realization parameterization pda history matching machine learning workflow reservoir simulation ensemble upstream oil & gas information non-pda compliant realization...

... & gas asia government reservoir simulation china government equation of state hydraulic fracturing united states government complex reservoir modeling & simulation da 13 baikouquan formation triassic baikouquan formation mudstone conglomerate reservoir reservoir characterization...

... derived from reservoir properties and well completions. Secondly, this algorithm explores not only the production data but also reservoir properties and completion data to capitalize on the advancing techniques. united states government production monitoring reservoir simulation production...

... molecules, which is the first-of-its-kind analysis in literature to the authors’ best knowledge. The modeling study is useful for the feasibility analysis of hydrogen storage in the depleted gas reservoir. sustainability equation of state upstream oil & gas reservoir simulation hydrogen...

... Abstract Reservoir simulation is the main factor in decisions made by oil companies in reservoir management. However, the simulation of huge and complex oil reservoirs through a time-saving and high-accuracy method is the primary concern in reservoir simulation. In this study, a novel AI...

... Abstract Reservoir simulation is essential for various reservoir engineering processes such as history matching and field development plan optimization but is typically an intensive and time-consuming process. The aim of this study is to compare various deep-learning algorithms for constructing...

... Abstract With the energy demand arising globally, geothermal recovery by Enhanced Geothermal Systems (EGS) becomes a promising option to bring a sustainable energy supply and mitigate CO 2 emission. However, reservoir management of EGS primarily relies on reservoir simulation, which is quite...

... is 75 meters. asia government complex reservoir drilling operation reservoir geomechanics directional drilling china government fracture propagation upstream oil & gas reservoir simulation modeling & simulation heterogeneity calculation efficiency numerical simulation equation...

... regression realization petroleum technology conference reservoir simulation contamination psat pvt experiment viscosity delineating Introduction Data from analogue fields or high-quality seismic data can provide some indication on the possible presence and size of a gas cap, but additional...

... of model parameters. The results show the necessity of applying the automated rock-typing feature with complex models and demonstrate the degree of inconsistency produced by applying the standard workflow. fluid dynamics reservoir simulation asia government workflow artificial intelligence...

... with depth in the presence of multiple samples is critical for reservoir simulation and hydrocarbon initially in place assessment, and, on the other hand, a technically challenging task. In this paper, we present an automated workflow integrated in a commercial exploration and production (E&P) software...

... with LGR simulation to adapt well completions in the context of hydraulic fracturing and uncertainty quantification. multistage fracturing europe government fluid dynamics hydraulic fracturing asset and portfolio management realization reservoir simulation workflow limitation variability...

... project schedule to manufacture Fishbones with a proper number of Subs and needles compared to blind Fishbone technology installation. A combination of two techniques between reservoir simulation study to generate SOI with the new advanced completion technology called Fishbones applied on low-performance...

... in a large full-field reservoir simulation model with hundreds of wells and millions of cells is computationally very expensive. The aim of this proposal is to provide an alternative modeling of hydraulic fracturing at any size-based cell without the need of refinement saving computational cost. Even though...

... of the recovery factor, which led to practical guidance on implementing recovery ideas to improve recovery from the mature oil reservoir. structural geology fluid dynamics drillstem/well testing reservoir simulation conformance improvement enhanced recovery reservoir drillstem testing reservoir...

... barifcani climate change residual co 2 saturation brine salinity aquifer reservoir simulation co 2 salinity journal trapping petroleum engineer solubility society implication variable brine salinity saline aquifer impact Introduction Carbon Capture and Storage (CCS)have been...

... can support asset teams in this complex decision-making process. Optimization of real-life field development cases can be computationally very demanding due to the cost of running large amounts of large-scale reservoir simulations, the large number of variables to be optimized and the necessity...

... is better than modification of grid property around wellbore. pressure transient testing reservoir simulation history matching drilling operation hpz exhibition carbonate reservoir reservoir directional drilling onepetro layer-cake reservoir upstream oil & gas comparison producer...