... intelligence upstream oil & gas calculation project well production indicator readability hydrodynamic model hydraulic fracturing optimization problem variant efficiency experiment optimization algorithm restriction algorithm indicator reservoir horizontal well Introduction More...

... automation capabilities for the integrated scheduling process. planning & scheduling variant optimization optimization problem gas production workover comprehensive approach optimization algorithm artificial intelligence upstream oil & gas flow rate operation integrated planning...

... characterization constraint variant information expansion coefficient fitting function machine learning reservoir simulation static parameter correlation model reduction matrix spectrum amplitude spectra spectrum amplitude reduction permeability map absolute value training image parametrization...

... approaches while planning of involvement in development of quite small fields group that are relatively near to each other is described. The main trends of complexation are: The choice of the most effective development variant for every development production zone; The optimizing of project well stock...

... heterogeneity anisotropy coefficient Reservoir Characterization anisotropy parameter average value calculation vertical heterogeneity flow in porous media vertical permeability channel belt true anisotropy coefficient Upstream Oil & Gas pseudoanisotropy coefficient coefficient deposit variant...

...: Upstream Oil & Gas technological regime Artificial Intelligence modeling optimization gas monetization flow rate gas rate LNG Plant liquified natural gas variant regime startup scenario pipeline system complex reservoir liquid loading methanol regeneration system startup process gas...

..., transportation, the point of delivery and collection of associated petroleum gas, and the energy supply system. Taking into account geological scenarios, 5376 possible variants of the arrangement were obtained. Then the choice of the optimal options was carried out according to the following criteria: capital...

... Operating wells covered by HF activities on VC1-VC2 shale barrier map Figure 36 Dependence of block 5 wells productivity on water cut Figure 22 Geological section of gas-oil pay zones and net oil pay zones Figure 24 Recommended variant following the results of calculations...

... of hydrocarbon reserves by strata and the results of production in the field as a whole. The performed works allow to make detailed recommendations on the removal of the most critical uncertainties for the objects of study. Drillstem Testing variant Implementation aquifer Reservoir Characterization...

... Intelligence Reservoir Characterization Upstream Oil & Gas flow assurance variant criterion criteria kspeo well selection machine learning PVT measurement acid formulation Effectiveness Russian Federation composition technological parameter formulation generalization production rate...

... Intelligence variant gas rate Well Production Allocation production distribution calculation allocation well allocation case 5 cumulative gas production limitation optimization Water Breakthrough Time water production Introduction Field «X» is a large offshore gas field (sea depth 125...

... last a specified number of generations. The effectiveness of the proposed approach for placing of wells was evaluated in several test cases. In each case we considered two variant of placement the same number of wells: regular and irregular placement by the genetic algorithm. Dynamic of oil...

... are revealed. Additionally, authors propose their own, the most realistic approach to taking into account the natural water flow for 3D simulation of oil and gas reservoirs with tilted fluid contacts and perfoming forecast calculations. Reservoir Characterization variant reservoir simulation Upstream...

... of the unknown parameters on the basis of streamline reservoir simulation. The streamline calculation gives comprehensive visualization and quantitative description of the process and makes apparent the search of effective variant of the technology. The calculations were performed on the South-Usanovskoe...

... these results can be used for design pipe lines and surface facilities. Authors of paper suggested the approach how to estimate uncertainties in cases of lack input data of formation based on data of Russkoye oil field. upstream oil & gas calculation coefficient interpretation variant geological...

... development strategy hydraulic fracture reservoir development strategy structural geology realization fracture reservoir characterization pattern arrangement calculation society of petroleum engineers drilling variant geological model liquid rate deviation well hydraulic fracturing spe 138068...

... number of different field development variants in short terms. The presented example shows, how by means of the created field integrated model it is possible to make various optimization calculations with not only varying of some parameters, but also to determine their impact on the entire development...

... produced by the EM power unstructured reservoir simulator. Modeling & Simulation variant EM power iterative method reservoir simulation linear system simulator solver Upstream Oil & Gas reservoir simulator Engineer matrix reordering SparSol facility network linear solver...

..., specialist experience and hydrodynamical simulation on a reservoir model. The designer should analyze many field development variants with different well spacing during limited time interval. The self-doped tool is invented for decision-making support at the fields development planning. It reduces the time...