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Keywords: evaluation
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Proceedings Papers
Deep Learning-Driven Acceleration of Stochastic Gradient Methods for Well Location Optimization Under Uncertainty
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-220754-MS
... and simpler mechanism with weight-sharing Multilayer Perceptron (MLP) layers. To evaluate the architectures, we designed the Bird Ensemble (BE) test problem which resembles the structure of the WLO problem. The comparison between DL architectures reveals that the NP with a weight-sharing mechanism has...
Proceedings Papers
An Integrated Approach to Zero Emissions Valve Actuation
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-220849-MS
.... The analytics conducted by the intelligent valve control system were successful in monitoring the valve, and hydraulic circuit and actuation health through key performance indicators (KPIs). Processing of full and partial stroke data coupled with physics-based models led to an evaluation of a new hydraulic...
Proceedings Papers
Real Time Application of Deep Learning Based Flare Smoke Detection
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-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
Adapting Conventional Laboratory Protocols to Characterize Rock-Fluid Systems to Comply with CCS Regulations
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-220866-MS
... Abstract The characterization of the rock-fluid system is a fundamental step for planning, implementation and monitoring of Carbon Capture, Utilization, and Storage (CCUS) projects. The evaluation and understanding of the of the rock-fluid interaction properties are required for the storage...
Proceedings Papers
Minimizing Greenhouse Gas Footprint of Enhanced Oil Recovery Operations Through Optimizing Injected Fluid Composition
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-220704-MS
... footprint ghg emission equation of state co 2 climate change composition evaluation porosity Introduction Petroleum field development has positively contributed to meeting soaring energy demands over the decades and retains a potential to achieve decarbonization ( Ahmad and Zhang 2020...
Proceedings Papers
Retrograde Gas-Condensate Flow Profile Integrating Production Logs with Pulsed Neutron Data in Retrograde Gas Reservoirs
Available to PurchaseRathnakar Reddy, Aditya Ojha, Sunil Chitre, Salman Mengal, Helal Al Dhanhani, Mohamed Baslaib, Mohamed Al Badi
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220871-MS
... Abstract Understanding multi-phase flow in retrograde reservoirs is essential due to retrograde behavior of gas condensate. Maintaining reservoir pressure above dew point is essential to avoid condensation of heavier fractions for an efficient condensate recovery. Conventional evaluation...
Proceedings Papers
Enhancing Extremely High Resistivity Inversion through Electromagnetic Propagation Resistivity Measurements
Available to PurchaseDagang Wu, Hus-Hsiang Wu, Clint Lozinsky, Michael Bittar, David Lopez, Henry Lara, Giuseppe Ferla, Jaime Morales Rojas, Carolina Gelvez
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-221047-MS
... and stabilizes the inversion iterations. Finally, the new inversion includes the so-called geosignals from the deep TR spacing, significantly enhancing SNR and sensitivity to bed boundaries in extremely high-resistivity formations. The improved inversion scheme, utilizing the modified LWD EM tool, was evaluated...
Proceedings Papers
Fast Evaluation of Reservoir Connectivity via a New Deep Learning Approach: Attention-Based Graph Neural Network for Fusion Model
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-221029-MS
... learning reservoir surveillance machine learning mechanism interwell connectivity injection agfm dependency evaluation interaction deviation scenario graph neural network prediction accuracy recovery international conference Introduction Accurately predicting oil production rates...
Proceedings Papers
Methane Destruction Removal Efficiency Assessment in US Shale Basins Using UAV-Based TDLAS Measurements
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-221067-MS
... outlier mudstone flowrate revisitation permian artificial intelligence efficiency combustion efficiency concentration sensor methane destruction removal efficiency assessment operation evaluation iea Introduction Global Methane Emissions Methane (CH 4 )emissions from O...
Proceedings Papers
Application of Drag Reducer Agents on Multiphase Production Fluids
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-220720-MS
... and their impact on flow dynamics in multiphase flow systems were evaluated. The modelling approach allows anticipating pressure drop reduction and provides valuable insights into potential process challenges that may arise during DRA injection. Simulations results reveal promising opportunities for substantial...
Proceedings Papers
GCBD Implementation: Strike a Balance Between Dynamic in Gas Supply and Demand and Late Life Field Investment
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-220776-MS
... body for the development of gas cap resources in response to gas demand. From the lenses of host government, several key considerations or triggers should be in the primary evaluation in deciding optimum timing for partial or full blowdown as shown in Figure 1 . Where gas development may impact...
Proceedings Papers
Review of Stuck Pipe Prediction Methods and Future Directions
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-220725-MS
... fuzzy logic detection interpretability false positive evaluation application wellbore integrity real time system incident characteristic stuck pipe prediction conference and exhibition pipe prediction mechanism drilling conference and exhibition Introduction Stuck pipe events...
Proceedings Papers
Abatement of GHG Emissions by Simplifying Field Architecture with Multiphase Flowmeters in Onshore US Shale: A Field Case Study
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-215151-MS
... evaluation Background and Introduction The operator is an exploration & production private company expanding through asset acquisitions and development in the core area of the Eagle Ford Basin. Based on 2023 records ( Ensign Natural Resources 2022 ), the company owned and operated 655 wells...
Proceedings Papers
Duplicate Detection of Technical Documents in Petroleum Context Based on Near-Duplicate Image Search
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-215161-MS
... based on open-source libraries on computer vision. The proposed solution has been evaluated on a large set of data and provided promising results which can help us to optimize our storage. We observed the solution is flexible enough to adapt to different scenarios and different types of reports. Having...
Proceedings Papers
Hydrogen Storage Volume Assessment and Uncertainty Quantification Utilizing Random Forest Ensemble Learning
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-215102-MS
... reservoir artificial intelligence climate change taranaki basin upstream oil & gas structural geology natural gas storage social responsibility sustainable development new zealand government hydrogen storage estimation international journal assessment evaluation electrolysis journal...
Proceedings Papers
Pressure Depletion Delineation for a Deep Gas Condensate-Producing Well in the North Sea
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214826-MS
... source and gamma-ray detectors of the sleeved-PN tool are covered with a layer of hydrogen-rich material, such as fiberglass, thereby improving the measurements’ formation sensitivity compared to ones from a regular PN tool in a gas-filled wellbore. The pressure depletion evaluation workflow includes...
Proceedings Papers
The Role of Fiber Properties s in LCM Design – A Numerical Approach
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214861-MS
... to the effects of multiple mechanisms – both particle and fluid related, that influence the fibers during flow. As a consequence, evaluating fiber LCMs in the lab in a detailed manner can be very cumbersome and tedious. To overcome this limitation, we developed a validated, Computational Fluid Dynamics coupled...
Proceedings Papers
Novel Janus Carbon Nanofluids from Waste Plastics as Sustainable Nano-Agents for Enhanced Oil Recovery: Scale-Up Synthesis and Performance Evaluation
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214799-MS
... the IFTs between brine and crude oil at simulated reservoir conditions. With low concentration of the JC-NPs in nanofluid formula, EOR performance tests have been performed to evaluate the efficiency of the nanofluids for oil replacement in carbonate reservoir with a microfluidic device, and the results...
Proceedings Papers
Risk Assessment of Drilling Tool Failure—A Data Driven Technique Assisted by Expert Knowledge
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214851-MS
... 2.4 0.3 0 0 112.4 Descriptive analytics in terms of data visualization is performed to have quick view on the features. Various type of visualizations is generated to help on giving insights to expert and on answering the question "what happened?" in the past to the evaluated asset. One...
Proceedings Papers
Maximizing Reservoir Contact Using Memory Quality LWD Logs in Real-Time from High-Bandwidth Wired Drill Pipe Telemetry Technology
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214850-MS
... capacities. Two major broad techniques of acquiring well log data to achieve formation evaluation objectives are through wireline (WL) normally acquired a few days after the well has been drilled, and logging while drilling (LWD) techniques which involve acquiring log data only a few minutes to a few hours...
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