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Keywords: machine learning
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Proceedings Papers
An Intelligent System for Multi-Label Classification Based on Particle Size and Shape Features using a Cascade Approach
Available to PurchaseHossein Izadi, Morteza Roostaei, Mohammad Soroush, Mohammad Mohammadtabar, Seyed Abolhassan Hosseini, Mahdi Mahmoudi, Juliana Leung, Vahidoddin Fattahpour
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 28–30, 2021
Paper Number: SPE-200949-MS
... a representative dataset out of numerous data obtained in an oil-field is an essential task for the sand control design. Introduction machine learning clustering algorithm descriptor artificial intelligence particle sieve size sand control minimum similarity threshold psd alberta cascade...
Proceedings Papers
Development Well Risking of Production Forecasts
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 25–26, 2018
Paper Number: SPE-191211-MS
.... Artificial Intelligence risk management reserves evaluation intervention Upstream Oil & Gas initial rate machine learning reservoir simulation subsurface outcome production forecasting subsurface uncertainty operational risk society of petroleum engineers distribution function development...
Proceedings Papers
Fault Leakage Assessment Using the Capacitance Model
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 25–26, 2018
Paper Number: SPE-191250-MS
... and transmissibility for proper application of EOR schemes. reservoir simulation fault transmissibility fault throw Reservoir Characterization Upstream Oil & Gas SSF Artificial Intelligence injector Capacitance Model machine learning structural geology algorithm kaviani permeability Thickness...
Proceedings Papers
An Integrated Method for Forecasting Well Deliverability in Gas Condensate Reservoirs with Bottom Aquifer Drive
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 25–26, 2018
Paper Number: SPE-191269-MS
... the importance of an integrated workflow in predicting future well performance in gas condensate fields. The study demonstrates how to implement the workflow in managing or developing these types of reservoirs. machine learning Drillstem Testing condensate reservoir empirical method drillstem/well...
Proceedings Papers
Economical Mature Field Revitalization in Low Oil Prices Environment: A Ten Thousand Incremental Oil Production Case Story in the Drago Complex Field, Ecuador
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 25–26, 2018
Paper Number: SPE-191248-MS
... reservoirs are the U and T sandstones, Fig.2 . The value of the information log analysis well logging machine learning hydraulic fracturing inflow performance sandstone evaluation Upstream Oil & Gas information producer Artificial Intelligence drillstem/well testing oil production...
Proceedings Papers
Uncertainty Analysis using Design of Experiments to Assess the Development Plan of a North Sea Field
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 25–26, 2018
Paper Number: SPE-191244-MS
... regression uncertainty range central composite design Artificial Intelligence Fluid Dynamics Monte Carlo simulation experiment machine learning Upstream Oil & Gas uncertainty analysis oil water contact plackett-burman design society of petroleum engineers NPV experimental design d-optimal...
Proceedings Papers
Polymer Flooding Application in Trinidad Heavy Oil Reservoirs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 25–26, 2018
Paper Number: SPE-191204-MS
... and recommend proxy models to estimate RF and NPV versus reservoir parameters. Artificial Intelligence chemical flooding methods enhanced recovery Simulation viscosity sensitivity region Oil Viscosity Oil Recovery machine learning Upstream Oil & Gas viscosity NPV reservoir permeability...
Proceedings Papers
Comparison of Various Rate-Decline Analysis Models for Horizontal Wells with Multiple Fractures in Shale gas Reservoirs
Available to PurchaseYanan Miao, Xiangfang Li, John Lee, Chaojie Zhao, Yunjian Zhou, Han Li, Yucui Chang, Wenji Lin, Zhihua Xiao, Nan Wu
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 25–26, 2018
Paper Number: SPE-191185-MS
... efficient way. Reservoir Surveillance production control production forecasting production monitoring shale gas shale reservoir coefficient complex reservoir analysis model nanopore diffusion Knudsen diffusion Petroleum Science horizontal well multiple fracture machine learning...
Proceedings Papers
Strengthening Capability for Oiled Wildlife Management in Trinidad and Tobago
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 25–26, 2018
Paper Number: SPE-191181-MS
... Artificial Intelligence oiled wildlife management plan incident machine learning Upstream Oil & Gas programme contingency planning Wildlife Preparedness bpTT operator Trinidad and Tobago society of petroleum engineers chemical spill oil spill response stakeholder Noscp...
Proceedings Papers
Stochastic Optimization of Steamflooding Heavy Oil Reservoirs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 13–15, 2016
Paper Number: SPE-180811-MS
... control of decision variables in varying ranges of uncertainty that will be useful in analyzing prospective assets. thermal method machine learning enhanced recovery steam-assisted gravity drainage optimization application recovery method Experiment Run SAGD viscosity light crude heavy...
Proceedings Papers
Development of a Real-time Decision-Making Dashboard for Drilling Homogeneous Unconventional Shale Plays
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 13–15, 2016
Paper Number: SPE-180788-MS
... enables continued learning from historical well-data in a systematic, data-driven method that has not existed in the past. machine learning real time system shale oil complex reservoir Upstream Oil & Gas real-time decision-making dashboard knowledge hypothesis Energy Economics shale gas...
Proceedings Papers
Experience with Progressive Cavity Pumps in the Soldado Field, Offshore Trinidad
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 13–15, 2016
Paper Number: SPE-180802-MS
... on lifting costs. progressing cavity pump supplier machine learning sucker rod PTO progressive cavity pump artificial lift system Upstream Oil & Gas Soldado Field rod string drivehead petrotrin trinmar operation downhole pump society of petroleum engineers Artificial Intelligence...
Proceedings Papers
Application of Markov Chain Monte Carlo Proxy Modelling Based Workflow to Demonstrate Robust Convergence of In-place & Recoverable Volumes
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 13–15, 2016
Paper Number: SPE-180782-MS
... posterior range of uncertainties and volumes, even where a large initial uncertainty was believed to exist. These results were successful in achieving the objective by largely reducing the volumetric uncertainty and re-confirming the initial view. machine learning Artificial Intelligence mismatch...
Proceedings Papers
Efficient Development Method for High-Viscosity, Complex Fault-Block Reservoir
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 13–15, 2016
Paper Number: SPE-180812-MS
... other fault-block reservoirs. In this work, several development methods demonstrate a significant effect to enhance oil recovery for complex fault-block reservoir, which can give a good guidance for other similar reservoirs. optimization problem development effect machine learning...
Proceedings Papers
Rock Mechanical Properties of Shallow Unconsolidated Sandstone Formations
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 13–15, 2016
Paper Number: SPE-180803-MS
... using True Vertical Depth (TVD) as a correlation parameter for the first time, and it can generally be used to estimate both the dynamic and static rock mechanical properties of the Cruse Formation for future oilfield operations. machine learning Reservoir Characterization log analysis Upstream...
Proceedings Papers
Microscopic Oil and Water Percolation Characteristic Investigation of Water Flood Reservoir in Ultrahigh Water Cut Period
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 13–15, 2016
Paper Number: SPE-180864-MS
... water cut period improved remaining oil sweeping efficiency and enhanced oil recovery. machine learning Artificial Intelligence flow in porous media waterflooding Fluid Dynamics flow pattern classification enhanced recovery Upstream Oil & Gas coordination number columnar stream...
Proceedings Papers
Effectiveness of Low-Salinity and CO 2 Flooding Hybrid Approaches in Low-Permeability Sandstone Reservoirs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 13–15, 2016
Paper Number: SPE-180875-MS
... for Hybrid EOR techniques utilizing CO 2 and LSW. machine learning waterflooding correlation enhanced recovery Upstream Oil & Gas water saturation Modeling & Simulation salinity experiment Brine co 2 Artificial Intelligence low salinity pressure drop fine migration saturation...
Proceedings Papers
Correlation for CO 2 Minimum Miscibility Pressure in Tight Oil Reservoirs
Available to PurchaseKai Zhang, Steve Seetahal, David Alexander, Ruijian He, Jiateng Lv, Keliu Wu, Yuan Hu, Zhangxin Chen
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 13–15, 2016
Paper Number: SPE-180857-MS
..., a correlation with molecular weights and reservoir temperature can give an estimation of CO 2 MMP. Furthermore, for tight oil reservoirs, taking the confinement effect into consideration, CO 2 MMP is reduced and a solubility method can incorporate a pore radius into evaluation. machine learning...
Proceedings Papers
New Insights on Relative Permeability and Initial Water Saturation Effects During Low-Salinity Waterflooding for Sandstone Reservoirs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 13–15, 2016
Paper Number: SPE-180874-MS
... for the low-salinity waterflooding. Artificial Intelligence enhanced recovery waterflooding Brine PPM relative permeability experiment water saturation salinity machine learning Upstream Oil & Gas OOIP water relative permeability water saturation distribution Oil Recovery connate...
Proceedings Papers
Enhanced Directional Control with Bending Moment and Bending Tool Face Measurements
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Trinidad and Tobago Section Energy Resources Conference, June 13–15, 2016
Paper Number: SPE-180862-MS
... the ‘blind' drilling eliminated several gyroscopic runs, saving time and money for the client. well planning dogleg severity information drilling dynamic tool machine learning trajectory design original wellbore BHA drilling operation well tool face correlation case study Artificial...
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