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1-20 of 206
Keywords: Artificial Intelligence
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Proceedings Papers
Knowledge Augmented Intelligence Using Large Language Models for Advanced Data Analytics
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 8–10, 2024
Paper Number: SPE-221375-MS
...-driven Artificial Intelligence Augmented Intelligence strategy with LLMs to facilitate the exploration of topics for causal machine learning to understand choices under considerations. State-of-the-art LLMs are finetuned, evaluated, benchmarked, and put into practical use to understand and monitor...
Proceedings Papers
Drilling Optimization of Deep Geothermal Well Using Geomechanical Modeling- A Case Study of MIP 1S Well Morgantown West Virginia
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 8–10, 2024
Paper Number: SPE-221364-MS
... drilling operation log analysis artificial intelligence reservoir characterization west virginia university equation wellbore stability west virginia drilling optimization well morgantown west virginia well logging geological subdiscipline geomechanical modeling-a case study strength mip 1...
Proceedings Papers
Realtime Application of Early Kick and Loss Detection (EKLD) for the Entire Drilling Operation
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 8–10, 2024
Paper Number: SPE-221371-MS
... detection early kick artificial intelligence samuel ekld operation real time system wellbore realtime application technology conference exhibition zhang early kick detection detection algorithm Background In the oil and gas industry, early detection of kicks and losses during drilling...
Proceedings Papers
Advancements in Drilling Fluid Optimization for Enhanced Geothermal Energy Extraction
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 8–10, 2024
Paper Number: SPE-221370-MS
... understanding of the current state of optimized drilling fluids for geothermal drilling, enabling informed decision-making and strategic planning to maximize the potential of geothermal resources. drilling geothermal drilling circulation plate tectonics artificial intelligence efficiency operation...
Proceedings Papers
Integrated Geochemical Modeling for CO 2 Sequestration in the San Juan Basin, New Mexico
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 8–10, 2024
Paper Number: SPE-221374-MS
... simulation flow in porous media geochemistry chemical flooding methods social responsibility climate change artificial intelligence sandstone enhanced recovery machine learning sustainable development geological subdiscipline mineral dissolution injection precipitation concentration reaction...
Proceedings Papers
Managing Uncertainty: Making Better Decisions In Gas Production Estimation Using Bayesian Approach
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 3–5, 2023
Paper Number: SPE-215917-MS
... better decision mudrock artificial intelligence production control scenario application predictor early development stage shale gas production monitoring prediction reservoir characterization development stage bayesian approach superiority Background Bayesian Modeling Bayesian...
Proceedings Papers
Predicting Shale Production Performance Through Machine Learning: The Development and Application of the Sweet Spot Quality Index
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 3–5, 2023
Paper Number: SPE-215911-MS
... development, ultimately leading to more cost-effective and profitable projects. geologist geology sedimentary rock clastic rock upstream oil & gas unconventional resource economics united states government mudrock complex reservoir artificial intelligence shale oil production monitoring...
Proceedings Papers
Predicting the Stress in Marcellus Shale Horizontal Wells from the Drilling and Well Log Data
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 3–5, 2023
Paper Number: SPE-215912-MS
... treatment design. clastic rock drilling operation upstream oil & gas rock type united states government artificial intelligence mudstone mudrock petroleum play type reservoir geomechanics geologist geology complex reservoir shale gas play log analysis machine learning mip-3h...
Proceedings Papers
The Integration of Geomechanics and Reservoir Modeling for Hydraulic Fracturing and Well Spacing Optimization in the Third Bone Spring Sand of the Delaware Basin
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 3–5, 2023
Paper Number: SPE-215934-MS
... upstream oil & gas geology fracture equation of state petroleum play type artificial intelligence machine learning presented reservoir simulation flow in porous media north america government hydraulic fracturing modeling & simulation reservoir geomechanics permeability fracture...
Proceedings Papers
Hydraulic Fracturing Fluid Optimization Using Machine Learning Approach: A Case Study of Marcellus Shale
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 3–5, 2023
Paper Number: SPE-215920-MS
... in this study with their associated hyper parameters. upstream oil & gas sedimentary rock unconventional play clastic rock united states government mudrock petroleum play type complex reservoir hydraulic fracturing fracturing materials fracturing fluid rock type artificial intelligence...
Proceedings Papers
VAE-Frac: A Comprehensive Machine Learning-based Workflow for Fracture Characterization and Prediction in Unconventional Reservoirs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 3–5, 2023
Paper Number: SPE-215927-MS
... feasibility in field case study. upstream oil & gas geologist fracture geology reservoir geomechanics realization hydraulic fracturing machine learning united states government artificial intelligence geological subdiscipline fracture characterization complex reservoir reservoir...
Proceedings Papers
Characterization and Learnings of Far Field Fracture Propagation in the Marcellus Shale Using Aggregated LF-DAS Datasets
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 3–5, 2023
Paper Number: SPE-215913-MS
... sedimentary rock unconventional play fracture rock type artificial intelligence geologist fracture characterization complex reservoir hydraulic fracturing reservoir geomechanics upstream oil & gas geology mineral shale gas play mudstone gohfer marcellus shale geological...
Proceedings Papers
An Advanced Open-Source Software for the Design of CO 2 Capture, Transport, and Storage Infrastructure
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 18–20, 2022
Paper Number: SPE-211876-MS
.... SimCCS 3.0 is available for public use via GitHub. midstream oil & gas subsurface storage climate change diameter consideration scenario optimization problem co 2 evolution modeling cc infrastructure united states government artificial intelligence simccs 3 pipeline diameter...
Proceedings Papers
Cement Sheath Fatigue Failure Prediction by Support Vector Machine Based Model
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 18–20, 2022
Paper Number: SPE-211880-MS
... based method to predict cement fatigue failure under cyclic changing pressure and temperature. The result will be instructive for the cement design and wellbore operation optimization. casing and cementing fatigue failure prediction kernel machine learning artificial intelligence cement...
Proceedings Papers
Application of Machine Learning to Predict the Organic Shale Sweet-Spot Quality Index
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 18–20, 2022
Paper Number: SPE-211889-MS
... and service companies. unconventional resource economics upstream oil & gas complex reservoir artificial intelligence structural geology shale oil log analysis shale gas well logging oil shale ssqi quality index society porosity brittleness energy economics hydrocarbon organic shale...
Proceedings Papers
How Artificial Intelligence can Guide Marcellus Development
Available to PurchaseDillon Kessy, Jose Ignacio Sierra Castro, Jose Chirinos, Giorgio De Paola, Maria Jose Lopez Perez-Valiente
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, November 2–3, 2021
Paper Number: SPE-201786-MS
... Abstract The application of Artificial Intelligence for planning has received increased attention in the energy industry in the past few years, particularly for the increased production efficiency requirements and environmental standards. The objective of this paper is to show the successful...
Proceedings Papers
Paying it Forward: How an Emerging Unconventional Play can Hit the Ground Running
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, November 2–3, 2021
Paper Number: SPE-201808-MS
... shale gas complex reservoir fracturing fluid directional drilling oil shale energy economics core analysis artificial intelligence hydraulic fracturing drilling operation structural geology stage length completion lateral length stimulation horizontal well wellbore design upstream oil...
Proceedings Papers
Composite Plug Milling via Wireline Reduces HSE Risks and Logistics on Location
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 15–17, 2019
Paper Number: SPE-196584-MS
... provides well operators with another option to complete their objectives, especially when tubing-based methods often take many days or weeks to mobilize at substantial cost to operators. downhole intervention artificial intelligence well logging log analysis completion installation and operations...
Proceedings Papers
A Machine Learning Approach for Predicting Rock Brittleness from Conventional Well Logs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 15–17, 2019
Paper Number: SPE-196572-MS
... actual poisson independent data geomechanical property well 1 well 2 gradient machine learning artificial intelligence neural network model neutron porosity brittleness poisson ratio society of petroleum engineers Introduction In selecting subsurface intervals as candidates...
Proceedings Papers
Estimating Diffusion Coefficients of Shale Oil, Gas, and Condensate with Nano-Confinement Effect
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Eastern Regional Meeting, October 15–17, 2019
Paper Number: SPE-196589-MS
..., such as phase compositions and densities. Compared to bulk phase diffusivity, the effective diffusion coefficient in a porous shale rock is reduce by 10 2 to 10 4 times as porosity decreases from 0.1 to 0.03. Artificial Intelligence complex reservoir liquid phase co 2 condensate enhanced recovery...
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