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Keywords: reservoir property
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Journal Articles
SPE Res Eval & Eng 25 (04): 751–773.
Paper Number: SPE-206126-PA
Published: 16 November 2022
... information. For example, Zhu and Zabaras (2018) used grid blocks of reservoir properties as inputs to perform image-to-image regression, predicting pressure maps in heterogeneous reservoirs using a convolutional encoder-decoder. Another application was by Mo et al. (2019) where a convolutional encoder...
Journal Articles
SPE Res Eval & Eng 23 (01): 013–030.
Paper Number: SPE-187081-PA
Published: 17 February 2020
... are integrated with sampling methods, uncertainty can be reduced by updating the uncertainty distribution of the reservoir properties. This work presents a practical methodology to systematically reduce uncertainties in a multiobjective assisted HM while dealing with multiple scenarios and assimilating well...
Journal Articles
SPE Res Eval & Eng 22 (03): 1144–1160.
Paper Number: SPE-191327-PA
Published: 15 August 2019
... recovery Optimal Decision secondary-recovery lifetime secondary recovery Artificial Intelligence recovery mechanism information two-factor production model realization lsm algorithm decision policy bratvold decision tree reservoir property SPE Reservoir Evaluation primary recovery...
Includes: Supplementary Content
Journal Articles
SPE Res Eval & Eng 21 (04): 1045–1057.
Paper Number: SPE-194005-PA
Published: 15 November 2018
.... The different methods were developed using specific data sets and have their own assumptions and limitations, and thus are not universally applicable. This study shows that a DCA method should be capable of simultaneously modeling the flow regime prevalent around the well and the changes in reservoir properties...
Journal Articles
SPE Res Eval & Eng 21 (04): 961–980.
Paper Number: SPE-194019-PA
Published: 01 November 2018
... Copyright 2018, Society of Petroleum Engineers hydraulic fracturing Engineering reservoir region boundary element Upstream Oil & Gas multifractured horizontal well reservoir property drillstem/well testing november 2018 transient response SPE Reservoir Evaluation fracture analytical...
Journal Articles
SPE Res Eval & Eng 22 (01): 351–363.
Paper Number: SPE-191367-PA
Published: 21 September 2018
.... Upstream Oil & Gas crump reservoir property pressure buildup Drillstem Testing Hite diffusivity heterogeneous case Artificial Intelligence fitting eigenvalue average reservoir pressure drillstem/well testing reservoir depletion buildup time effective diffusivity heterogeneous reservoir...
Journal Articles
SPE Res Eval & Eng 22 (01): 282–301.
Paper Number: SPE-181480-PA
Published: 21 June 2018
... porosity reservoir property immobile hydrocarbon kerogen Standard Deviation noise nmr porosity reservoir light hydrocarbon shale gas Simulation density-log porosity bitumen porosity hydrocarbon SPE Reservoir Evaluation shale-ga reservoir bulk density equation shale-tight-oil reservoir...
Journal Articles
SPE Res Eval & Eng 20 (04): 0906–0923.
Paper Number: SPE-180405-PA
Published: 12 July 2017
... various reservoir properties. By computing the mutual information between the reservoir parameters and the temperature-profile data, the reservoir properties with higher influence on the reservoir- and wellbore-temperature-profile data are identified. The associated uncertainty in these reservoir...
Journal Articles
Journal Articles
SPE Res Eval & Eng 15 (04): 453–461.
Paper Number: SPE-147169-PA
Published: 30 June 2012
...R.. Freedman; V.. Anand; T.. Zhou; D.. Rose; S.. Beekman Summary Many problems in reservoir characterization require the formulation and solution of an inverse problem. The definition of the inverse problem is the prediction of reservoir properties from measurements made on the reservoir. The most...
Journal Articles
SPE Res Eval & Eng 13 (06): 861–872.
Paper Number: SPE-121335-PA
Published: 03 December 2010
... boundaries affect the pressure behavior. Results of applying this method in the field cases showed that the model enabled us to predict multilateral-well performance, to obtain information about reservoir connectivity, and to estimate well and reservoir properties in a multilayer system. Uncertainty caused...
Journal Articles
SPE Res Eval & Eng 11 (05): 832–841.
Paper Number: SPE-102340-PA
Published: 24 October 2008
... Copyright 2008, Society of Petroleum Engineers Reservoir Characterization machine learning decision tree learning seismic data seismic signal Waggoner water saturation reservoir property Upstream Oil & Gas information porosity Artificial Intelligence Thickness seismic information...
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Journal Articles
SPE Res Eval & Eng 1 (02): 122–126.
Paper Number: SPE-36499-PA
Published: 01 April 1998
.... The method, called sequential Gaussian simulation with block Kriging (SGSBK), treats the seismic map as a soft estimate of the average reservoir property. With this method, the average of the cell values in any one vertical column of grid cells is constrained by the value of the seismic map over that column...
Journal Articles
SPE Res Eval & Eng 1 (01): 75–81.
Paper Number: SPE-36517-PA
Published: 01 February 1998
... the equivalent properties at different length scales are computed recursively, the interdependent influences of the heterogeneities on the scales are included effectively. We demonstrate the method by successfully applying it to upscale interbedset and interfacies reservoir properties of Almond formation...

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