... to predict oil production and CO 2 retention. The main objective of the authors was to increase the speed, robustness, and accuracy of predicting oil recovery and CO 2 retention using a complete open-source approach combining Python programming, reservoir simulation, and ML techniques. Overview of the Open...

... A&M University. The paper has not been peer reviewed. _ Routine well injection and production data contain significant information that can be used for closed-loop reservoir management and rapid field decision-making. Traditional physics-based numerical reservoir simulation can be prohibitive...

... dynamics flow in porous media reservoir simulation geologist workflow geology artificial intelligence production control flow unit enhanced recovery machine learning asgard mature fields rocm reservoir surveillance reservoir characterization optimize infill mid sand geological trend...

... optimization (Fig. 1). Hydraulic fracture and reservoir simulations were conducted using GOHFER 3D and Navigator software, respectively. The integration of fracture and reservoir models poses a significant challenge in accurately transferring fracture geometry and conductivity information from fracture...

... such as saturation pressure, formation volume factor, and viscosity from limited inputs at the reservoir and separator level. These PVT models not only enhance scalability of any downstream forecasting models but also play a crucial role in physics-informed uncertainty analysis for these models. reservoir...

... well performance reservoir simulation reservoir surveillance artificial lift system data-driven approach enhance liquid-loading detection correlation instability critical-rate estimation liquid-loading detection workflow calibration depletion onset loading prediction empirical...

... the immense potential of these proven techniques to address our everyday challenges in reservoir simulation. These advancements lead to more-accurate models and faster simulation turnaround times, allowing us to model various scenarios more efficiently. These techniques enable us to understand and simulate...

.... The paper has not been peer reviewed. Copyright 2024 International Petroleum Technology Conference. _ Compositional reservoir simulation is a time-intensive activity demanding complex physics. In the complete paper, the authors review the advantages of machine learning (ML) in complex compositional...

... 2024 1 7 2024 Copyright 2024, International Petroleum Technology Conference reservoir simulation reservoir characterization adaptive approach breakthrough fluid dynamics modeling & simulation facies construction reservoir modeling reduce project time greenfield workflow...

... 1 7 2024 Copyright 2023, Society of Petroleum Engineers equation of state reservoir surveillance downhole pressure prediction reservoir simulation modeling & simulation production control multiphase flow prediction accurate downhole pressure prediction liquid-film reversal...

... of 35–65%. The two most updip wells, P1 and P7, are still producing at zero water cut. 1 5 2024 1 5 2024 1 5 2024 1 5 2024 Copyright 2023, Offshore Technology Conference history matching development-plan optimization uncertainty study geologist reservoir simulation...

... intelligent operation decision-making simulation reservoir simulation design thinking integration TECHNICAL PAPERS | Intelligent Operations Project Pursues Autonomous Waterflooding Operations Driven by AI In the S Field described in the complete paper, a major control mechanism applied to optimize...

.... A novel near-wellbore coupling framework is developed to automate data exchange and capture dynamic interactions between the full-field model and the near-wellbore model. In the full-field reservoir and geomechanics coupling applications, only a reservoir simulator solves reservoir flow and thermal...

... with uniform properties). Moreover, it is not an easy task to acquire some of the information required by RTA. Full-physics reservoir simulation models are used as the most-rigorous approach to understand dynamics of unconventional reservoirs because they allow for different complexities for modeling...

... for cluster efficiency and to calculate fracture-growth rates. The field execution of SWPM does not require any tools to enter the wellbore. Multiple sealed wellbores can be used as monitor wells for a single treatment well. geology modeling & simulation completion reservoir simulation fiber...

... for Fishbone Completion Strategy in the Existing Single Horizontal Well in a Tight Gas Carbonate Reservoir by Bondan Bernadi, ADNOC, et al. SPE 212723 Automated Production Forecasting Using a Novel Machine-Learning-Based Approach by Kaustubh Shrivastava, SLB, et al. reservoir simulation macnaughton...

... 2024 1 2 2024 Copyright 2023, Society of Petroleum Engineers reservoir water management pta skin factor waterflooding geothermal reservoir cold-water injection upstream oil & gas enhanced recovery scenario geothermal pta reservoir simulation permeability reservoir...

... label the effective fracture region to simplify completion design work flow and prioritize reservoir simulation The authors validated the new features implemented in the work flow systematically and demonstrated the benefits of the proposed work flow. The authors also applied the work flow in one gas...

... compatibility tests. After the compatibility tests, the two best-graded cationic and nonionic cosurfactant blends were used in a novel flowback experiment coupled with multistage nuclear magnetic resonance (NMR) measurements. Mechanistic reservoir simulation models were used to evaluate the production effect...

... proved reserve practitioner geologist asset and portfolio management reservoir characterization application reserve management flexibility united states government certainty reliable technology combine reservoir simulation penetration TECHNICAL PAPERS | Reserves Management Reliable...