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Keywords: information
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Proceedings Papers
Advancing Online Verification and Validation in Complex Multi-Providers Drilling Automation Systems
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220774-MS
... surface and downhole measurements and calculations is key to accurately interpreting data. This distinction is critical for making informed decisions and ensuring the reliability of our operations. At its current state, all methods of calculating ECD are valuable for understanding drilling fluid behavior...
Proceedings Papers
Two-Step Process to Quantify Effects of Geological and Completion Parameters on Unconventional Well Performance
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220966-MS
... this information is the one by Domingos (2012) . Some important advantages of machine learning are: (i): It can infer hidden patterns from large amount of data which are hard to visualize using standard statistical technics; (2) It can generalize the behavior of a pattern and make predictions based on projected...
Proceedings Papers
Predicting Permeability in Real-Time from LWD Resistivity and Gamma Ray Logs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220980-MS
..., not differentiating between fields, lithologies, or data vintages. Furthermore, instead of just using a single resistivity curve, we include as many LWD resistivity propagation curves as are available, since they carry information about interfacial polarization and the pore structure. Methods Basin-wide...
Proceedings Papers
A New Approach Towards Flow Diagnostic in High-Rate Gas Wells
Available to PurchaseJ. D. Marin, A. Castro Chacon, O. Almeyda, L. Lopez, J. E. Quintana, J. W. Gonzalez, A. J. Linares, J. Perez, V. Schoepf, L. Abbassi
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-221014-MS
... configuration information Introduction The foothill fields are located in the Llanos Basin in Colombia and currently provide 55% of the gas and 65% of the Liquefied Petroleum Gas (LPG) consumed in the country ( Fig. 1 ). The strategic importance of these fields is remarkable due to the lack...
Proceedings Papers
Deploying Downhole Compression Technology to Enhance Gas Production and Reserves in Mature US Gas Field
Available to PurchaseLukas Nader, David Biddick, Christopher Sellers, Cole Young, K-C Chen, Virginie Schoepf, Linda Abbassi
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220998-MS
... geology compressors engines and turbines reservoir surveillance artificial lift system information geological subdiscipline wellbore holdup society deploying downhole compression technology enhance gas production subsurface compressor system permeability coupling overview simulation...
Proceedings Papers
A New Algorithm for Automated ISIP Interpretation
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220989-MS
... and the near-wellbore region fade away. Roussel and Sharma (2011 ) defined it as the summation of the minimum in-situ horizontal stress, the net pressure in the fracture and the stress shadow from previous stages. Thus, it provides information about the interaction between the stimulation treatment...
Proceedings Papers
AI-Driven Optimization of Refinery Configurations: A Novel Approach to Predicting Production Outputs and Capacities
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220241-MS
... predictive modeling for individual modules, meticulously considering feedstock availability, product demand, price information, process interdependencies and historical data. These predictions serve as foundational inputs during the conceptualization and planning stages, guiding optimal configuration...
Proceedings Papers
Next-Gen Drilling: Harnessing Rig Action Plan Cloud-Edge Integration for Well Cycle Improvement and Enhanced Crew Dynamics
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220809-MS
... program. Additionally, improves driller training and crew retention by providing timely, relevant information and resources, including multi-lingual support, thereby fostering greater inclusion in operations. drilling operation knowledge management driller real time system efficiency...
Proceedings Papers
AI-Driven Environmental Data Extraction for Energy Sector Assessment
Available to PurchaseZhenlin Chen, Roujia Zhong, Wennan Long, Haoyu Tang, Anjing Wang, Zemin Liu, Xuelin Yang, Ren Bo, James Littlefield, Sanmi Koyejo, Mohammad S. Masnadi, Adam R. Brandt
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220810-MS
... assessment, climate modeling, and decision making. This challenge is exacerbated by the dispersion of crucial information across various sources and the high costs and legal aspects associated with accessing proprietary databases. This paper introduces an innovative framework leveraging Large Language Models...
Proceedings Papers
Wellbore Stability Uncertainty Quantification Using a Bayesian Machine Learning Framework
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220771-MS
... physics and domain expertise into the modeling process. To address the challenges mentioned above, a Bayesian machine learning framework has been adopted as the foundation of our physics-based uncertainty workflow, which allows to incorporate prior information from domain knowledge and fundamental...
Proceedings Papers
Autonomous Enhanced Wellbore Directional Control
Available to PurchaseA. Armani, V. K. Wibowo, D. A. Wicaksana, N. Maw, N. Panwar, M. Kereshanan, M. A. Mokhti, S. Zurhan, M. A. Murad
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220819-MS
... to execute directional drilling. Downhole tools are capable of independently drilling any part of the well plan—vertical, tangent (maintaining either inclination alone or both inclination and azimuth) or curve section—with minimal surface instructions. Workflows autonomously exchange information; one...
Proceedings Papers
Enabling Rapid Bit Design Improvements Through Automatic Extraction of Geometric Information of Used Drill Bit from Videos Captured on a Mobile Device
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220828-MS
... Abstract Detailed drill bit geometry information allows for the development of 3D bit rock interaction (BRI) models to study its dynamic drilling performance. Measurement devices that were built to extract such information from drilled bits are large and not easily deployable at scale at a rig...
Proceedings Papers
From Compliance to Commitment: Redefining HSE Metrics Through SIF Prevention Strategies
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220829-MS
... higher quality training programs, ensuring all employees receive uniform information, and clear definitions also aid in the learning process. Perhaps the most important aspect of properly defining and cascading terms is properly measuring performance and effectiveness through KPIs. Establishing clear...
Proceedings Papers
Enhanced Hydrogen Generation from Olivine Sand
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220916-MS
... generation information Introduction The energy transition has accelerated the search for clean and renewable energy supply. The energy transition has also motivated discussion regarding clean and zero carbon energy carriers. An energy carrier is a method for transmitting energy; electricity...
Proceedings Papers
Validation of the First Industrial High-Power Laser Perforation Deployment
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220900-MS
... measured temperature, pressure, and backscattered luminosity. The last is essential to characterize the laser-rock interaction since it is correlated with the effectiveness of the removal process. Temperature readings inside the tool provide information about the health of the optical components...
Proceedings Papers
A Systematic Approach to Interpreting Cement Bond Logs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220988-MS
... parts of the final interpretation. geologist rock type information operation interpreting cement bond log signature geology interpretation wellbore interpreter zonal isolation characteristic conclusion defect systematic approach casing and cementing integrity cement and bond...
Proceedings Papers
Use of Machine Learning in Microseismic Monitoring for Thermal Operations in Cold Lake, AB, Canada
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220946-MS
... monitoring application society reservoir characterization architecture noise operator dataset cnn operation information pipeline machine learning cold lake accuracy petroleum engineer alberta Introduction Cyclic Steam Stimulation (CSS) recovery process is employed to produce...
Proceedings Papers
Assessing Flow Potential Risk in Shallow Zones
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-221023-MS
... well decommissioning reservoir surveillance production control equation geologist rock type asset and portfolio management log analysis information sedimentary rock drilling operation petroleum play type well logging reservoir characterization abandonment risk management production...
Proceedings Papers
Enhancing Reservoir Model History Matching with AI Surrogate and Ensemble Iterative Algorithms
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-221028-MS
... iterative ensemble information Introduction Reservoir simulation and history matching are critical tasks for the optimal management of oil and gas reservoirs. Reservoir simulation involves creating a numerical model that represents the physical behavior of fluids and rocks in a reservoir, and using...
Proceedings Papers
A Hybrid Tabular-Spatial-Temporal Model with 3D Geo-Model for Production Prediction in Shale Gas Formations
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220995-MS
... of utilizing data from different modalities in improving production forecast prediction. clastic rock mudrock artificial intelligence sedimentary rock deep learning shale gas mudstone module productivity geology rock type information prediction accuracy prediction accuracy geologist...
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