... of the reservoir characterization and Formation Evaluation analysis to sustain and increase the oil production. united states government artificial intelligence uae government permeability upstream oil & gas flow control equipment log analysis classification information fusion porosity asia...

... clustering method middle east classification fluid dynamics united states government well logging machine learning reservoir novel semi-supervised clustering method emd carbonate pore size distribution artificial intelligence aa reservoir reservoir characterization histogram carbonate...

... Artificial Intelligence Drillstem Testing Upstream Oil & Gas well logging neural network Fluid Dynamics correlation Mesopotamian Basin Iraq Mishrif Formation society of petroleum engineers image log top mishrif classification prediction dataset karst probability map Reservoir...

... Intelligence Reservoir Characterization resolution pore random forest mri image Upstream Oil & Gas classification micro model iroga porosity algorithm limestone Image Recognition lithology image processing segmentation human expert image analysis carbonate rock Introduction...

... rocks but they can improve our understanding of fluid flow characteristics and predict permeability in un-cored wells. Fluid Dynamics Reservoir Characterization porosity classification fzi value flow in porous media sample show Photomicrograph diagenesis RRT rock type Dernaika Upstream...

... Abstract This paper discusses the use of a novel data-driven method for automated facies classification and characterization of carbonate reservoirs. The approach makes an extensive use of wireline and while drilling electrical borehole image logs and provides a direct and fast recognition...

... Abstract There are a vast number of reservoirs with drill cuttings and core images that have classification problems associated with them. This could be due to the images not being classified in the first place, or the images may be available but the interpretation reports could be missing...

..., according to the modality of the pore throat size. The log derived saturation, and the SHFs are used to identify Free Water Level (FWL) positions and interpret the migration history. The rock typing classification is well connected with the geological aspects of the reservoirs since it originates from...

... Upstream Oil & Gas classifier information well logging classification facies machine learning Artificial Intelligence reservoir rock type SOM society of petroleum engineers porosity petrophysical group permeability geological facies prediction rock type log data reservoir rock...

... the core property variations were well represented in the plug-scale core analysis measurements. flow in porous media porosity log porosity Textural analysis Upstream Oil & Gas CT image pore type rock type Reservoir Characterization classification variation plug grainy ptsd curve...

... reservoir quality complex reservoir dominant channel type facies depositional connectivity diagenetic trend diagenesis futg porosity storage capacity size range process speed shale gas classification flow capacity channel type architecture permeability Introduction The field used...

... to transfer saturation-dependent petrophysical properties to coarser scales are explained. reservoir simulation petrophysical property saturation-dependent property rock type scaling method classification workflow petrotype grid schematically Artificial Intelligence reservoir characterisation...

... classification has been therefore performed integrating petrophysical data, Phi-K-MICP, with sedimentological, diagenetical and petrographical data. This process has allowed the definition of 7 RRTs that have been propagated into the Log domain using the kNN algorithm. The resulting Log RRTs have been analysed...

.... Artificial Intelligence flow in porous media Reservoir Characterization Upstream Oil & Gas reservoir formation porosity flow unit relative permeability rock type equation Fluid Dynamics log data FZI capillary pressure permeability core analysis core data permeability data classification...

... volume classification. A sophisticated approach was undertaken to perform multiattribute seismic facies analysis in the Asmari reservoir for each zone. Many lithology sensitive attributes were extracted from the post-stacked 3D seismic data and some of them were rejected using a multidimensional...

.... The definition of the carbonate pore classes is according to pore structure and petrophysical properties. The proper classification scheme can simplify relationships between carbonate pore types, petrophysical parameters and single phase fluid flow characteristics. Different petropyhysical parameters...