Prediction/Assessment of CO2 EOR and Storage Efficiency in Residual Oil Zones Using Machine Learning Techniques

Abdulrahman Abdulwarith, Mohamed Ammar, Birol Dindoruk

Carbon Capture, Utilization and Storage (CCUS)

... of Developed ANN Models Model Cumulative Oil Production CO2 Dissolved in Water CO2 Trapped (Structural) CO2 Residual Trapping Number of Hidden Layers 5 5 3...

Multi-modal Data-assisted Prediction and Analysis of Shale Gas Production Performance at Early Production Stage in Weirong Shale Gas Field, Sichuan Basin, China

Tianrui Ye, Yitian Xiao, Yong Zhao, Haitao Cao, Chunyan He

Unconventional Resources Technology Conference (URTEC)

.... These mechanisms ensure full information integration while prevent overly complex models. After TFT synthesizes a stable production profile, long-term...

Unconventional Reservoir Model Predictions Using Massively-Parallel GPU Flow-Simulation: Part-1 Bakken Reservoir Characterization Choices and Parameter Testing

Mike Uland, James Gilman, Omar Angola, Reinaldo Michelena, Hai Zui Meng, Ken Esler, Karthik Mukundakrishnan, Vince Natoli

Unconventional Resources Technology Conference (URTEC)

...-simulation models are upscaled from detailed geomodels and only retain a hundred thousand to a couple million cells with only a few horizontal well pairs...

Evaluation of In-Situ Stress Environment in the Utica Play and Implications on Completion Design and Well Performance

Bertoncello Antoine, Brigaud Frederic

Unconventional Resources Technology Conference (URTEC)

... proppant-fracture conductivity and alters reservoir properties such as permeability and porosity. In this study, pore pressure and minimum horizontal stress...

ABSTRACT: New Concepts from Experimental Models of Strike-slip Tectonics, by Pascal D. Richard and Mike A. Naylor; #91019 (1996)

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DL-fused elastic FWI: Application to marine streamer data

Pavel Plotnitskii, Oleg Ovcharenko, Vladimir Kazei, Daniel Peter, Tariq Alkhalifah

International Meeting for Applied Geoscience and Energy (IMAGE)

... horizontal flipping augmentation and dropout layers in the network architecture reduce overfitting and improve the generalization capability...

Multidisciplinary Reservoir Study of the Bima Field, Offshore N.W. Java, Indonesia: Multidisciplinary Studies

Gary S. Woodling , John G. Kaldi , Randall C. Roe , Kristina I. Oentarsih

AAPG Special Volumes

... with a 50 BCF gas cap. At present only the northern 1/3 of the field is developed, with 7 platforms and 54 producing wells, of which 20 are horizontal...

Field-Scale Numerical Modelling for Compaction, Subsidence and Stability Analysis of the Faults and Reservoir Caprock for the Entire Life of South Senoro Field

Ahmadreza Younessi, Romi Sagita, Reynaldi Mikhael Chrislianto, Krishna Pratama Laya, Ricky Helbet

Indonesian Petroleum Association

... of a geostatic step from the weight and mechanical response of the overburden layers. Then the horizontal stresses are recalculated using the effective...

Insights into the mechanisms of fault-related folding provided by volumetric structural restorations using spatially varying mechanical constraints

Chris A. Guzofski, Joachim P. Mueller, John H. Shaw, Pierre Muron, Donald A. Medwedeff, Frank Bilotti, Carlos Rivero

AAPG Bulletin

.... Restorations of the detachment fold most closely match displacement fields specified in the kinematic forward models when materials are defined...

Carbonate Debris Flows, Cow Head Group, Western Newfoundland

Richard N. Hiscott, Noel P. James

Journal of Sedimentary Research (SEPM)

... on strength of mixtures of clay, sand, and water: Geol. Soc. America Bull., v. 70, p. 569-580. WALKER, R. G., 1975, Generalized facies models...

From Sedimentary Structures to Facies Models: Example From Fluvial Environments

J. C. Harms, J. B. Southard, D. R. Spearing , R. G. Walker

Special Publications of SEPM

...From Sedimentary Structures to Facies Models: Example From Fluvial Environments J. C. Harms, J. B. Southard, D. R. Spearing , R. G. Walker Copyright...

Deducing Processes of Shale Deposition, Erosion, and Transport From Textural Attributes and Insights From Experimental Studies: Observations From the Middle Velkerri Member of the Beetaloo Basin, Northern Australia

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Characterizing the Roles of Sediment Concentration and Substrate Composition on the Properties of Basal Sandy Layers in Transitional Flow Deposits

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ABSTRACT: The Significance of Sub-horizontal Fractures in the Development of Discrete Fracture Networks Leading to Fracture Growth during Hydraulic Stimulations, by Goldstein, Shoshana; Seibel, Margaret ; Wuestefeld, Andreas; Baig, Adam M.; Urbancic, Theodore; #90142 (2012)

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Abstract: Stratigraphic Stacking Patterns in Downscaling Seismic Data to Fine-Scale Flow Models, by S. Kalla, C. D. White, J. Gunning, and M. E. Glinsky; #90090 (2009).

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Ground Surface Monitoring for CO2 Injection and Storage

Saeed Salimzadeh, Dane Kasperczyk, Zuorong Chen, Abbas Movassagh, Elaheh Arjomand, Wen Shen (Vincent) Mow, James Kear

Australian Petroleum Production & Exploration Association (APPEA) Journal

... layers with properties given in Table 1. Three injection (horizontal) wells (KB501, KB502 and KB503) are considered in the model. A vertical...

Real-Time Updating of 3d Reservoir Model Structural Frameworks

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ABSTRACT: The Effects of Horizontal Fault Curvature and Displacement on Thrust Closure Geometry, by P. H. Hennings and B. H. Prine; #91021 (2010)

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Machine-learning Approach to Optimize Huff-n-Puff Gas Injection in Naturally Fractured Shale Oil Reservoirs

Khaled Enab

Unconventional Resources Technology Conference (URTEC)

... the recovery. While the reliability of the optimization results is contingent on the precision of the numerical model, precise numerical models for tight shales...

Braided-River Deposits in A Muddy Depositional Setting: The Molina Member of the Wasatch Formation (Paleogene), West-Central Colorado, U.S.A.

John C. Lorenz, Gregory C. Nadon

Journal of Sedimentary Research (SEPM)

... dominated by horizontal, planar laminae, and bedding is locally contorted by large-scale soft-sediment deformation. A braided fluvial model best explains...

Production Forecasting in Shale Reservoirs through Conventional DCA and Machine/Deep Learning Methods

Cenk Temizel, Celal Hakan Canbaz, Onder Saracoglu, Dike Putra, Ali Baser, Tomi Erfando, Shanker Krishna, Luigi Saputelli

Unconventional Resources Technology Conference (URTEC)

... and a decision tree method called XGBoost is used and predictions are obtained. The forecasts from the LSTM and XGBoost machine learning models...

Late Pleistocene Saline Lacustrine Sediments, Badwater Basin, Death Valley, California

Sheila M. Roberts, Ronald J. Spencer and Tim K. Lowenstein

Special Publications of SEPM

... to the bottom of a perennial lake. Layered halite, with distinctive vertical and horizontal dissolution and cementation fabrics, is similar to salt layers...

ABSTRACT: Gravity Driven Deformation on Passive Margins … Is Analogue Modeling the Ultimate Tool?; #90061 (2006)

Thomas Mauduit

Search and Discovery.com

... by a combination of pure shear and simple shear. This affects the thickness of the weak layers through time. Meanwhile, sedimentation/erosion on the margin changes...

Value of conventional PS-wave velocity analyses for PSDM of deep-water OBS data

James Gaiser, James Simmons, Moacyr de Souza Bezerra

International Meeting for Applied Geoscience and Energy (IMAGE)

..., challenges are emerging to obtain good initial elastic models of the shallow overburden. Full-waveform inversion (FWI) can readily provide initial...

Time Depth Conversion of a Prospect With Near-Surface Velocity Anomalies Using Stacking Velocites and PSDM Velocities: A Comparison

Tan Boon Hua, Lothar Schulte

Indonesian Petroleum Association

... and strongly smoothed stacking velocities or else, well velocities for all other layers of the velocity model. A comparison of the results...