A Deep Learning Approach to Predicting Remaining Useful Life for Downhole Drilling Sensors Using Synthetic Data Generation

Aamir Bader Shah, Yu Wen, Jiefu Chen, Xuqing Wu, Xin Fu

Unconventional Resources Technology Conference (URTEC)

... consist of zeroes and drift, which are typical modes of failure. A cumulative temperature feature allows the DL model to learn stress accumulation...

Modeling Methane-hydrate Formation in Marine Sediments

Lili Zheng, Hui Zhang, Mingyu Zhang, Prasad Kerkar, Devinder Mahajan

AAPG Special Volumes

... computational model (meshless-particle-based model) is introduced to simulate fluid flow, heat and mass transfer, and hydrate formation at the pore level...

Interrelation between surface and basement heat flow in sedimentary basins

Alban Souche, Daniel Walter Schmid, and Lars Rüpke

AAPG Bulletin

...-dimensional, lithosphere-scale finite element model. The numerical model was built to capture the large-scale dynamic evolution of the lithosphere...

Novel Workflow in Modeling Cycles of a Complex Carbonate Reservoirs, Coupling Sequence Stratigraphy and Geostatistics Techniques, #42556 (2020)

Andi A. B. Salahuddin, Reem Al Ali, Karem Khan, Khaled E. Al Hammadi, Nidhal M. Aljneibi

Search and Discovery.com

... and as such, they need to be captured properly. Therefore, an appropriate lithofacies modeling algorithm is a key to build a robust model...

Underground Storage of Carbon Dioxide in the Harvey Area, South-West Western Australia

David Lim, Geoff Strachan, Dominique Van Gent, Sandeep Sharma

Australian Petroleum Production & Exploration Association (APPEA) Journal

..., geological model, Lesueur Sandstone, Lower Lesueur Region, modelling, simulation, Wonnerup Member, Yalgorup Member. Accepted 28 February 2017...

Styles of Continental Rifting: Results from Dynamic Models of Lithospheric Extension

Jean Braun, Christopher Beaumont

CSPG Special Publications

... the lithosphere as stress guide from subducted oceanic lithosphere (distant pull). The thermo-mechanical finite element model represents the lithosphere...

Well Placement, Cost Reduction, and Increased Production Using Reservoir Models Based on Outcrop, Core, Well-log, Seismic Data, and Modern Analogs: Onshore and Offshore Western Trinidad

Grant D. Wach, Christopher S. Lolley, Donald S. Mims, Clyde A. Sellers

AAPG Special Volumes

... of the future performance of a reservoir. Incorporation of more detailed geologic analysis into the reservoir model provides more accurate flow simulation...

Building a three-dimensional near-surface geologic and petrophysical model based on borehole data: A case study from Chemery, Paris Basin, France

Paola Sala, Marcel Frehner, Nicola Tisato, O. Adrian Pfiffner

AAPG Bulletin

...Building a three-dimensional near-surface geologic and petrophysical model based on borehole data: A case study from Chemery, Paris Basin, France...

Chronologic modeling of faulted and fractured reservoirs using geomechanically based restoration: Technique and industry applications

Laurent Maerten, Frantz Maerten

AAPG Bulletin

..., Frantz Maerten 2006 1201 1226 90 8 We have developed a geomechanically based restoration method to model reservoir deformation. The approach...

4D Seismic and Rock Physics Modeling Responses to Reservoir Steam Flood

Muhammad Edisar, Lilik Hendrajaya, Gunawan Handayani, Umar Fauzi, Laode Ngkoimani, Yarmanto

Indonesian Petroleum Association

...* Gunawan Handayani* Umar Fauzi* Laode Ngkoimani* Yarmanto** ABSTRACT Time Lapse (4D) seismic and Rock Physics model was constructed in Melati oil...

Hydrocarbon Generation and Thermal Evolution in Parts of the Egersund Basin, Northern North Sea

Ulrich Ritter, T. Leslie Leith, Cedge M. Griffiths, Liv Schou

CSPG Special Publications

... to peak heat flow during rifting of between 46 and 65 milliwatts per square metre. (mW/m2) Present-day model maturities reflect these differences...

Uncertainty Analysis on Environmental Impacts of Hydraulic Fracturing

Abbas Movassagh, Elaheh Arjomand, Dane Kasperczyk, James Kear, Tess Dance

Australian Petroleum Production & Exploration Association (APPEA) Journal

... planned behaviour. In this study, we model the uncertainty associated with hydraulic fracturing using fracture growth simulation. The uncertainty...

Reservoir Description by Interferometric Imaging of VSP Data in Transition Zones

Thomas Radford, Martin Karrenbach, Ferry Yustiana, Willi Brianno, Dhea Wachju

Indonesian Petroleum Association

... aspects, we focused on the value of information obtained by using advanced processing flows, such as a 3D depth-tied velocity model construction using...

Reservoir Simulation and Geological Modeling for Development Planning of the Natuna Gas Field

Didit Hadiatno, David J. Fenter

Indonesian Petroleum Association

...-dimensional, two-phase (gas and water) reservoir simulation model of the Natuna gas field was constructed, based on a complex geological model...

Quantifying Fracture and Reservoir Properties in Unconventional Reservoir from Production Data: A Case Study of Shale Gas Well

Sutthaporn Tripoppoom, Wei Yu, Jijun Miao,

Unconventional Resources Technology Conference (URTEC)

... of quantifying uncertainty without bias or being trapped in local minima. The employment of neural network (NN) as a proxy model unlocks the limitation...

Practical Stratigraphy for Groundwater Modeling of Lignite Overburden

Breyer, Roxann H. and Breyer, John A.

GCAGS Transactions

... and increases the cost of lignite production. A site-specific groundwater flow model could provide the data needed to design a costeffective and efficient...

Construction of Parametric Type Well Profiles Using Linear Models

David S. Fulford

Unconventional Resources Technology Conference (URTEC)

... of each model parameter for the construction of a linear model to predict estimated ultimate recovery (EUR). Validation of the linear model is provided via...

Filtering of Depositional Events and the Completeness of Sedimentary Sequences

Kevin D. Crowley

Journal of Sedimentary Research (SEPM)

... of depositional events in sedimentary sequences is investigated using a Monte-Carlo model in which sedimentation rates are constant and the magnitudes...

Composition of seismic facies: A case study

Stale Emil Johansen

AAPG Bulletin

... to the reservoir model. Effects from overburden and processing dominated, and the low-frequency content of the seismic section complicated the seismic...

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Ehsan, Athar

Search and Discovery.com

... analyses were carried out to verify the efficiency and accuracy of the technique on Majunga model, complex Marmousi and linear velocity model. EXTENDED...

Abstract: 3D Time Domain Full Waveform Inversion Based on Multiscale Adapted Variable Grid Method Case Study Majunga Basin East African Coast; #91204 (2023)

Mukiibi Ssewannyaga Ivan, Jian-Ping Huang, Zi-Ying Wang, Jidong Yang, Jin Keji

Search and Discovery.com

... on Majunga model, complex Marmousi and linear velocity model. EXTENDED ABSTRACT Introduction Majunga basin is located in the northwestern quadrant...

Bioturbation and Its Effects on Permeability in Wave-Dominated Shoreface Rocks of the Spring Canyon Member, Blackhawk Formation, Utah, USA, #50425 (2011)

Les B. Dabek, Rex Knepp

Search and Discovery.com

... IOR and EOR projects, such as steam-assisted gravity drainage and CO2 sequestration. A geologic process-oriented stochastic method was used to model...

3-Dimensional Digital Outcrop Data Collection and Analysis Using Eye-safe Laser (LIDAR) Technology, J. Bellian, D. Jennette, C. Kerans, J. Gibeaut, J. Andrews, B. Yssldyk, D. Larue Search and Discovery Article #20009 (2002)

Search and Discovery.com

Case of Study: Applying Data Analytics to Reveal Most Important Parameters Impacting Well Production Performance in Vaca Muerta Unconventional Formation

Alejandro Lerza, Juan Jose Fernandez, Ana Marlats, Diego Gallart

Unconventional Resources Technology Conference (URTEC)

... product with higher statistical accuracy, and thus confidence. For example, steps 5 and 6: Model Building and Examine Model Validity are directly focused...

The Role of Diffusion in Primary and Enhanced Oil Recovery from Fractured Unconventional Reservoirs

Olufemi Olorode, Hassan Amer, Harun Rashid

Unconventional Resources Technology Conference (URTEC)

... conditions. An understanding and accurate model of diffusion could lead to a more optimal design of CGEOR in shale oil reservoirs. The objective...