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Keywords: algorithm
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Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220966-MS
... Abstract Machine learning algorithms have been frequently used to evaluate the performance of unconventional wells. Typically, all available features (geological and completion) are used to correlate the data to production performance of wells. Unlike the traditional approach, we correlate...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220979-MS
... the time to failure of the centrifugal compressor. By leveraging process simulation to construct a physics-based model, the system can track changes in design polytropic efficiency using real-time sensor data to make predictions of time to failure using a Kalman filter algorithm. We demonstrate...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-221000-MS
... conference neural information processing system r-dp dataset algorithm machine learning interpolation zhang approximation international conference noise limitation reconstruction validation Introduction High-quality seismic data is critical for geoscientists to accurately image...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220992-MS
... in the understanding and development of carbonate reservoirs. sedimentary rock reservoir structural geology carbonate rock geologist salt tectonics artificial intelligence correlation discrete rock typing heterogeneity algorithm rock type permeability drt application pre-salt carbonate reservoir...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220931-MS
... fcg predictive accuracy correlation algorithm strength Introduction As global demand for sustainable and eco-friendly energy sources improves, the concurrent depletion of fossil fuel reserves requires the adoption of diverse energy alternatives. Hydrogen stands out as a clean...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-221026-MS
... critical activities, identifying potential risks, and preventing hazardous incidents. It highlights the development and implementation of advanced AI algorithms integrated with video monitoring technology, showcasing their effectiveness in real-time risk detection and mitigation. By monitoring Personal...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-221028-MS
... quality at minimal computational overhead. This work capitalizes on the development of a tightly-coupled Surrogate AI model with Ensemble Iterative algorithm ( Alturki et. al, 2024 ) to devise the relationships of uncertainty variables and physics model's responses with minimal full-physics simulations...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220964-MS
... of the complex pore geometry and distribution. This work introduces an innovative PRT technique that utilizes cutting-edge machine learning algorithms to categorize petrophysical rock types in a supergiant oil and gas field located in southern Iraq. The study initially employs Ward's hierarchical clustering...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-221009-MS
... control application envelope human factor packer procedure criteria production logging wellbore integrity operator discontinuity suspension safety critical process operational safety production monitoring differential leak algorithm scenario Introduction Negative Testing...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220989-MS
...-in physical models. The workflow is based on guidelines proposed by Roussel et al. (2021) and incorporates the Trust Region Reflective algorithm to optimize all parameters in the model, which allows for model convergence in a wider range of cases and is validated using field data. Comparison of fitting model...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220965-MS
... robustly, we employ a thermodynamically consistent return mapping algorithm utilizing the van Genuchten model for the capillary pressure curve. The coupling between flow and geomechanics is achieved through the fixed-stress sequential method. We validated our simulator using three test cases (1D, 2D...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-223505-STU
... reservoir layouts. The system is versatile and non-intrusive, applicable to oil production and carbon sequestration problems alike. This method offers a fast proxy to complement traditional numerical simulation, providing a significant boost in efficiency and flexibility. geologist algorithm fluid...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-221074-MS
... Abstract Drilling parameter optimization constitutes a pivotal technique for expediting the intricate processes involved in oil and gas drilling operations. Presently, optimization strategies predominantly hinge on statistical data analysis or data-driven models and optimization algorithms...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-221076-MS
... learning concentration baker hughe drilling fluid chemistry experiment autonomous drilling fluid management system viscosifier system rheology modifier operation geological subdiscipline premix composition figure algorithm viscosity Introduction Drilling fluid is considered...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-221082-MS
... it difficult to identify production optimization opportunities and to have confidence in allocated production datasets. This paper describes a downtime advisory system (DTAS) that utilizes data analytics and rule-based algorithms to automatically detect well production downtime. DTAS reports non-producing...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220754-MS
... Abstract We have developed the deep-learning-accelerated-gradient (DLAG) algorithm, a novel solution for well location optimization (WLO) problems that leverages data collected from the explored parameter space to accelerate optimization. During optimization, we collect data to train a deep...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220857-MS
... attention application real time application evaluation algorithm vision transformer Introduction Flaring in the oil and gas industry is employed for critical safety reasons, operational efficiency, or regulatory compliance. While flaring serves important functions such as preventing the release...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220906-MS
... of input parameters on a 2D grid and then post-process the resultant 2D stress states with an iterative algorithm that provides a workflow to estimate compressive and tensile failure limits to establish secure well pressure gradient or mud-weight window. We follow this up with 3 distinct proxy solution...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220808-MS
... CO 2 mineralization strategies. geologist mineral pvt measurement geology sustainability social responsibility rock type sustainable development enhanced recovery climate change algorithm geological subdiscipline application dissolution multivalent cation brine journal...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220862-MS
... kinetic cell experiments with numerical modeling to history-match the experimental results. The temporal variation of generated gases, such as hydrogen, measured in laboratory experiments, served as the baseline for history matching. A differential evolution optimization algorithm was employed...

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