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Keywords: reservoir simulator
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Proceedings Papers
A Comparative Study for Deep-Learning-Based Methods for Automated Reservoir Simulation
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, January 24–26, 2023
Paper Number: SPE-212594-MS
... Abstract Reservoir simulation is essential for various reservoir engineering processes such as history matching and field development plan optimization but is typically an intensive and time-consuming process. The aim of this study is to compare various deep-learning algorithms for constructing...
Proceedings Papers
Numerical Investigation of Hybrid Smart Water and Foam Injections in Carbonate Reservoirs
Available to PurchaseAnas Mohammed Hassan, Bennet N. Tackie-Otoo, Mohammed A. Ayoub, Mysara E. Mohyaldinn, Emad W. Al-Shalabi, Imad A. Adel
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, January 24–26, 2023
Paper Number: SPE-212663-MS
... in porous media carbonate reservoir artificial intelligence saturation asia government complex reservoir europe government enhanced recovery permeability reservoir simulator upstream oil & gas malaysia government gas injection method journal optimization software onepetro modeling...
Proceedings Papers
Full-GPU Simulation of Coupled Multi-Reservoir Models: Implementation and Field Examples
Available to PurchaseKarthik Mukundakrishan, Andrea Rosa, Saurabh Ranjan, Paola Panfili, Fabrizio Cinquini, Alberto Cominelli, Leonardo Patacchini, Kenneth Esler
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, January 24–26, 2023
Paper Number: SPE-212657-MS
... Abstract Graphics Processing Units (GPUs) have been successful in providing up to an order of magnitude performance benefit for reservoir simulation; this has been demonstrated for both standalone black-oil and compositional models. To our knowledge however, a demonstration of the applicability...
Proceedings Papers
A Hybrid Neural Workflow for Optimal Water-Alternating-Gas Flooding
Available to PurchaseGurpreet Singh, Davud Davudov, Emad W. Al-Shalabi, Anton Malkov, Ashwin Venkatraman, Ahmed Mansour, Rosemawati Abdul-Rahman, Barun Das
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, January 24–26, 2023
Paper Number: SPE-212641-MS
... as a workflow with any existing reservoir simulator for optimal WAG parameters to maximize reservoir life cycle cumulative recoveries. The reservoir simulator is treated as a sample generator to form an ensemble of recovery scenarios with the WAG parameters as inputs to a dense neural network (DNN) and outputs...
Proceedings Papers
Case Study Artificial Intelligence (AI) Assisted Numerical Reservoir Simulations in a Mature Reservoir Under Waterflood Development in the Sultanate of Oman
Available to PurchaseFakhriya Abdullah Shuaibi, Munira Mohamed Hadhrami, Awadh Harbouq Sheheimi, Binayak Agarwal, Qassim Mohamed Riyami, Mohammed Ruqaishi, Naima Habsi, Emad Mortezazadeh, Sina Mohajeri
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, January 24–26, 2023
Paper Number: SPE-212623-MS
... government asia government simulator forecast artificial intelligence machine learning ai simulation ai simulator comparison upstream oil & gas deep learning enhanced recovery simulation history assisted numerical reservoir simulation reservoir simulator case study artificial intelligence...
Proceedings Papers
Petro-Elastic Modeling Applied to Multi-Porosity/Multi-Permeability Cores through a Simulation to Seismic Method
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196685-MS
... in a reservoir simulator, as an alternative to relating pressure and saturation from reservoir simulator-to-seismic-derived properties using a priori empirically based correlations. The method discussed in this paper maintains appreciable continuity with the results of empirically based petro-elastic methods...
Proceedings Papers
Metamodeling via Hybridized Particle Swarm with Polynomial and Splines Regression for Optimization of CO2-EOR in Unconventional Oil Reservoirs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, May 8–10, 2017
Paper Number: SPE-186045-MS
... operational factor. These particles were then evaluated by the reservoir simulator to calculate the cumulative oil production by the end of the prediction period. To reach the optimal solution, 100 candidate solutions were created as training experiments with 4 successive iterations of approximately 20...
Proceedings Papers
Enhancing Optimization of Reservoir Simulation Processes in Next-Generation Reservoir Simulators
Available to PurchaseCenk Temizel, Luigi Saputelli, Mehdi Nabizadeh, Karthik Balaji, Anuj Suhag, Rahul Ranjith, Zein Wijaya
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, May 8–10, 2017
Paper Number: SPE-185972-MS
..., optimization software can be combined with a numerical reservoir simulator. Hence, robust and faster results are imperative to optimization problems. To maximize cumulative recovery and net present value (NPV), the reservoir simulator works on maximizing these predefined objective functions that can be multi...
Proceedings Papers
Development and Validation of an Iteratively Coupled Geomechanics Module for a Compositional Reservoir Simulator, UTCOMP
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 14–16, 2015
Paper Number: SPE-175643-MS
... Geomechanics and fluid flow model provides an essential and reliable prediction for field planning and development. In this work, we implemented this model in an in-house, three dimensional, compositional reservoir simulator, UTCOMP, using modified Chin’s iterative coupling method. This development integrated...
Proceedings Papers
Development of Parallel Reservoir Simulators on Distributed-memory Supercomputers
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 14–16, 2015
Paper Number: SPE-175573-MS
... Abstract This paper presents our work on developing parallel reservoir simulators for improving oil recovery on distributed-memory parallel systems and studying the scalability of our parallel reservoir simulators. The reservoir simulators are based on our in-house parallel platform, PRSI...
Proceedings Papers
On Robust and Efficient Parallel Reservoir Simulation on Tianhe-2
Available to PurchaseWenchao Guan, Changhe Qiao, Hongxuan Zhang, Chen-Song Zhang, Meipeng Zhi, Zhifan Zhu, Zhenying Zheng, Weicai Ye, Yongdong Zhang, Xiaozhe Hu, Zheng Li, Chunsheng Feng, Yuesheng Xu, Jinchao Xu
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 14–16, 2015
Paper Number: SPE-175602-MS
... Abstract Parallel reservoir simulators are now widely used with availability of super computers. Modern massively parallel supercomputers demonstrate great power for simulating large-scale reservoir models. However, improving scalability and efficiency for fully implicit methods on emerging...
Proceedings Papers
Latest Advances In Simulation Technology For High-resolution Reservoir Models: Achievements And Opportunities For Improvement
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 14–16, 2015
Paper Number: SPE-175633-MS
... Abstract In the oil industry, most of the reservoir studies are routinely run using commercial reservoir simulators developed about 30 years ago. These simulators were conceived for serial computers, logically structured grid with moderate permeability contrasts and moderate physical complexity...
Proceedings Papers
Multilevel Preconditioners for a New Generation Reservoir Simulator
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterization and Simulation Conference and Exhibition, September 16–18, 2013
Paper Number: SPE-166011-MS
... Abstract As a result of the interplay between advances in computer hardware, software, and algorithms, we are now in a new era of large-scale simulation. Fine-scale reservoir simulations focus on fine reservoir characterization, accurate flow description, efficient nonlinear and linear solvers...
Proceedings Papers
A Workflow for Fully Consistent Water Saturation Initialization without Capillary Pressure Scaling
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, October 9–11, 2011
Paper Number: SPE-148098-MS
... of upscaling. We present a procedure to address the above issues and provide full consistency between static and dynamic models in terms of HIIP, without the use of capillary pressure (Pc) scaling by the reservoir simulator. A "preprocessing" workflow is used to slightly reassign the Pc curve of each grid...
Proceedings Papers
Coupled Facility and Reservoir Simulations to Optimize Strategies for a Mature Field
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, October 9–11, 2011
Paper Number: SPE-147994-MS
... of the surface facility constraints and reservoir conditions are important in designing good quality production injection strategies for these circumstances. Coupled facility and reservoir simulations allow production optimization and determination of the impact of injection or disposal policies on reservoir...
Proceedings Papers
Production Optimization Considering Interaction between Reservoirs and Constrained Surface Facilities
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, October 9–11, 2011
Paper Number: SPE-148334-MS
.... In this study, we describe a field development project improvement due to production rate management using a well known approach for coupling a commercial reservoir simulator and a simplified surface network model. The approach technique was tested using a real-based case of two offshore fields, one of gas...
Proceedings Papers
Answers to Some Questions About the Coupling Between Fluid Flow and Rock Deformation in Oil Reservoirs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/EAGE Reservoir Characterization and Simulation Conference, October 19–21, 2009
Paper Number: SPE-125760-MS
... Abstract In recent years operators have shown great interest in the coupling between the multiphase fluid flow and the rock deformation in oil reservoirs and surrounding rocks. Frequently, the geomechanical effects are approximated in a conventional reservoir simulation through only the rock...
Proceedings Papers
Prediction of Heavy Oil Viscosity in Current Reservoir Simulators
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/EAGE Reservoir Characterization and Simulation Conference, October 19–21, 2009
Paper Number: SPE-125500-MS
... reservoir simulators to predict mixture viscosity. Predictions based on the equation are compared to a set of accurate benchmark data that are based on the best available experimental data for hydrocarbon mixtures. These data cover a temperature range of -175°C to 200°C, and extend to high pressures...