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Keywords: artificial intelligence
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Proceedings Papers
Reference Synthetic Dataset for Drilling Inventory Optimization
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-220950-MS
.... casing and cementing transaction artificial intelligence dataset casing design machine learning asset and portfolio management inventory drilling operation drilling tubular drilling inventory knowledge well probability inventory transaction data mining category skus objective synthetic...
Proceedings Papers
Towards Robust and Automated Contamination Estimation During Downhole Fluid Sampling
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-220745-MS
... fluids and materials artificial intelligence machine learning regime new method mass density dfa measurement prediction endpoint numerical simulation probe 1 formation fluid conventional ocm cleanup process power-law model Introduction During cleanup with a wireline formation tester...
Proceedings Papers
Characterizing Joint Distribution of Uncertainty Parameters and Production Forecasts Using Gaussian Mixture Model and a Two-Loop Expectation-Maximization Algorithm
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-220846-MS
Proceedings Papers
Deep Learning Assisted Multi-Objective Optimization of Geological CO 2 Storage Under Geomechanical Risks
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-220850-MS
... permeability application neural network subsurface storage co 2 machine learning displacement international journal spe annual technical conference complex reservoir flow in porous media enhanced recovery geological subdiscipline journal pareto-front engineering optimization problem artificial...
Proceedings Papers
Novel ML Modeling Approach for Fatigue Failure of Hydrogen-Transporting Pipelines
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-220931-MS
... the prediction accuracy of a model of other relevant mechanical parameters. The method developed in this study can be extended for other ML modeling applications when data scarcity is the limiting factor. geology prediction geological subdiscipline accuracy h2s management artificial intelligence...
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
... to completion, intervention, and P&A operations. functionality requirement inconsistency software engineering drilling fluid management & disposal validation artificial intelligence agent exhibition provider drilling fluids and materials drilling automation operation information...
Proceedings Papers
Improving Reliability of Seismic Stratigraphy Prediction: Integration of Uncertainty Quantification in Attention Mechanism Neural Network
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-220708-MS
... interpretation and stratigraphic mapping. The methodology is also benchmarked against other uncertainty quantification methods such as dropout and randomized ensemble techniques, followed by an evaluation using the Brier score. geology neural network stratigraphy artificial intelligence geologist risk...
Proceedings Papers
Efficacy Gain From a Deep Neural Network-Based History-Matching Workflow
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-220876-MS
... with prior geological knowledge of subsurface reservoirs. deep learning machine learning geology artificial intelligence prediction forecast geologist reservoir simulation accuracy dnn-hm workflow ssim workflow noise optimization history matching cg-hm neural network iteration...
Proceedings Papers
Gas Flow Rate Estimation with Artificial Intelligence: Bridging Reality Through Computer Vision and Machine Learning
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-220903-MS
... correlation artificial intelligence flowmeter reservoir surveillance machine learning production control gas flow rate estimation precision air emission production monitoring segmentation dataset grounding dino efficiency computer vision bridging reality accuracy Introduction...
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
... control, targeting specific zones and creating enhanced perforation tunnels uninfluenced by the formation's state of stress. sensor completion installation and operations well logging laser information log analysis san roman alerigi interaction assembly artificial intelligence application...
Proceedings Papers
Real-Time Artificial Intelligence-Enhanced Machine Learning Technique for Accurate Drilling Parameter Prediction and Optimization
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-220914-MS
.... This additive contribution advances the state of knowledge in well drilling operations, significantly improving efficiency and drilling performance, and reducing non-productive time of the operation. geology operation random forest machine learning drilling operation artificial intelligence rop...
Proceedings Papers
Digital Twin for Optimization of Wells with Intelligent Completion
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-220944-MS
... completion monitoring systems/intelligent wells enhanced recovery constraint simulator artificial lift system workflow internet of things artificial intelligence configuration scenario icv 2 optimizer duration productivity digital twin inflow characteristic accuracy icv 1 optimization...
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
... fluid geology proppant completion installation and operations artificial intelligence reservoir geomechanics reservoir characterization fracturing materials machine learning geologist hydraulic fracturing correlation geological subdiscipline completion parameter information performance...
Proceedings Papers
Field Application of Image Analysis Models to Measure the Drill Cuttings Recovery Rate
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-220985-MS
... drill cuttings recovery rates, underscoring the importance of this research in the oil and gas industry. drilling fluids and materials shale shaker artificial intelligence sle rig drilling operation cuttings spe annual technical conference shaker well information sld exhibition image...
Proceedings Papers
An Automated Workflow for Condition Monitoring of Centrifugal Compressors Using a Combined Data-Driven and Physics-Based Approach
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-220979-MS
... costs associated with downtime. machine learning efficiency sensor threshold artificial intelligence prediction platform objective automated workflow algorithm application condition monitoring centrifugal compressor degradation operation compressors engines and turbines polytropic...
Proceedings Papers
Transfer Learning in Subsurface Flow Surrogate Model with Physics-Guided Neural Network
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-220978-MS
... computational speed. transfer learning deep learning machine learning timestep geologist neural network laboratory chinese academy science coefficient geology artificial intelligence key laboratory shenyang surrogate model state key laboratory networked control system ieee transaction...
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
... on an Azure-hosted data manager for almost a year, after extensive testing and achieving adequate level of performance. geology geologist artificial intelligence deep learning heavy oil play unconventional play petroleum play type hydraulic fracturing prediction classification integrity...
Proceedings Papers
Demonstration of Seamless Interoperability for Automatic Drilling Management in a Multi-Vendor Context
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-220987-MS
... operation management demonstration d-wis infrastructure adc procedure flowrate infrastructure functionality drilling equipment artificial intelligence blackboard application scheduler implementation recommendation controller microstate architecture diagram Introduction The well...
Proceedings Papers
Refined Diffusion Posterior Sampling for Seismic Denoising and Interpolation
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-221000-MS
..., establishing a new state-of-the-art in the field, offering enhanced accuracy and robustness in seismic data processing. diffusion posterior sampling deep learning neural network artificial intelligence reservoir characterization copaint refined diffusion posterior sampling gaussian noise...
Proceedings Papers
Sustainable Solutions for Contaminant Management in Produced Water
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-221002-MS
... application integration artificial intelligence turbidity recovery ga operation separation implementation compliance management Introduction Produced water, a byproduct of oil and gas well production, represents one of the most significant challenges in the energy industry today...
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