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SPE Reservoir Characterisation and Simulation Conference and Exhibition
January 24–26, 2023
Abu Dhabi, UAE
ISBN:
978-1-61399-973-8
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Day 2 Wed, January 25, 2023
Machine Learning Applications in Reservoir Simulation
Reservoir Modeling and Optimization Based on Deep Learning with Application to Enhanced Geothermal Systems
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212614-MS
Case Study Artificial Intelligence (AI) Assisted Numerical Reservoir Simulations in a Mature Reservoir Under Waterflood Development in the Sultanate of Oman
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212623-MS
Physics Informed Machine Learning for Production Forecast
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212666-MS
Identifying New Behind Casing Opportunities Using Machine Learning
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212627-MS
A Novel Semi-Supervised Clustering Method for Carbonate Pore Size Distribution in Middle East Using Earth Mover Distance
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212593-MS
Deep-Learning-Based Surrogate Model to Predict CO2 Saturation Front in Highly Heterogeneous Naturally Fractured Reservoirs: A Discrete Fracture Network Approach
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212658-MS
CCUS and Decarbonisation Applications
Asphaltene Flow Assurance Pre-Risk Evaluation Case Study to Establish Guidelines for CCUS in Arabian Gulf Carbonate Oil Field
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212648-MS
Deep Learning Models for the Prediction of Mineral Dissolution and Precipitation During Geological Carbon Sequestration
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212597-MS
CO2 Sequestration in a Limited-Data Depleted Gas Reservoir for Reservoir Capacity Assessment and Injection Optimization - Case Study
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212661-MS
CO2 Injection in a Depleted Gas Field
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212589-MS
CCUS Numerical Simulation Technology and its Application in a Carbonate Reservoir of the Middle East
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212634-MS
An Efficient Simulation Approach for Long-term Assessment of CO2 Storage in Complex Geological Formations
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212635-MS
A Numerical Study of Mineral Dissolution in Deep Heterogeneous Carbonate Reservoirs: Implications for CO2 Geo-sequestration
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212632-MS
Formation Evaluation and Geomechanics
Carbon/Oxygen Spectral Data Processing, its Affiliation to Scintillation Detector Selectivity & their Impact on Reservoir Saturation Monitoring, Lessons Learnt and Recommended Workflow
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212613-MS
Water Based Mud High-Resolution Resistivity Images, Innovated Operational Practices to Enhance Log Quality in Lateral Boreholes Drilled with Multiple Fluid Systems.
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212660-MS
Evaluating Complex Lacustrine Carbonate Reservoir by Integrating Advanced Logging Techniques and Core Measurements-A Case Study in Qiadam Basin
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212607-MS
Numerical Simulation Modelling of Well Tests for a Frac-Pack Completion Well in a Shallow Sand Reservoir
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212649-MS
Evaluation of Different Numerical Techniques for Accurate Modelling of Tracer Flow in Porous Media
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212598-MS
Integration of Seismic Poisson Impedance Data with Real-Time Geomechanics and Real-Time 3D Ultra-Deep Resistivity Inversion Enabled New Opportunities in Developed Field
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212656-MS
Development of Intelligent and Integrated Systems
Advanced Thermo-Fluid Dynamic Well Model for RTVFM Flow Rates Estimation
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212685-MS
Physics Informed Surrogate Model Development in Predicting Dynamic Temporal and Spatial Variations During CO2 Injection into Deep Saline Aquifers
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212693-MS
Maximizing Value from Geosteering Efficiency by Integrating Real-Time Petrophysical Analysis
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212684-MS
Unveiling Reservoir Architecture and Characterization Using Ultra-HD Bed Boundary Mapper
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212683-MS
Success in Complex Channel Sand Reservoir Development Driven by New Generation of Ultra-High-Definition Multilayer Mapping-While-Drilling Service and Hybrid Rotary Steerable System
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212686-MS
Deep Learning-Based and Kernel-Based Proxy Models for Nonlinearly Constrained Life-Cycle Production Optimization
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212690-MS
A Detail Study Evaluating the Impact of Downhole and Wellhead Compression to Optimize Production From Gas Wells with Liquid Loading Issue: An ADNOC Onshore Gas Field Case Study
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212677-MS
Mature Reservoirs: Challenges and New Opportunities
Application of Machine Learning in a Giant Mature Reservoir to Speed-Up Infill Prospects Screening, Optimize Field Development and Improve the Ultimate Recovery Factor
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212678-MS
Internally Catalyzed Aqueous-Based Emulsion of Curable Epoxy Resin Sand Consolidation Treatment Extends Economical Production in Austria's Mature Oil and Gas Fields.
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212682-MS
Fluid Monitoring to Optimize GOGD Recovery in Highly Fractured Reservoir Field in North of Sultanate of Oman
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212687-MS
Integration of Production Data Analysis in Ensemble History Matching
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212679-MS
Integrated Workflow With Hydraulic Fracture Propagation and Production Simulation Technology for Multi-Stage Length Optimization in Horizontal Wells
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212694-MS
Assessment of the Influence of Fault-Associated Fracture Corridors Through Integrated Geological-Engineering Sector Screening: A Game Changer for Optimizing Reservoir Management Practices in a Giant Carbonate Onshore, Abu Dhabi U.A.E.
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212675-MS
Advances in Integrated Reservoir Characterisation II
Rock Physics Modelling and Stochastic Seismic Inversion to Predict Reservoir Properties and Quantify Uncertainties of a Complex Upper Jurassic Carbonate Reservoir From Offshore Abu Dhabi
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212672-MS
Prototype Inversion of Multi-Probe Chemical Sensing Data to Estimate Inter-Well Distributions
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212659-MS
A Data Driven P-V-T Model to Predict the Oil Formation Volume Factor, Solution GOR and Bubble Point Pressure for Characterizing an Oil Reservoir
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212600-MS
Combining Production Logging with Spectral Noise Logging and High Precision Temperature to Detect Wellbore and Behind Pipe Fractures Fluid Movement
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212647-MS
Improved Reservoir Characterization of Tight Carbonate Rocks using Multiple High-Resolution Logging While Drilling Technologies for Completion and Stimulation Optimization with Fishbone Technologies; A Case Study from Offshore Abu Dhabi
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212662-MS
Vertical Interference Testing as a Gateway to Permeability Anisotropy Demystification and Understanding Fluid Displacement in Carbonates
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212646-MS
Advanced EOR Processes
Numerical Investigation of Hybrid Smart Water and Foam Injections in Carbonate Reservoirs
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212663-MS
A Hybrid Neural Workflow for Optimal Water-Alternating-Gas Flooding
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212641-MS
Maximizing Oil Recovery Using a Chemical Application in Offshore Environment-Case Study
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212618-MS
Study on Fracture Propagation Simulation With the Integration of Fully-Coupled Geomechanical and DFN Modeling
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212671-MS
Case Studies: Success and Lessons Learnt in Field Development II
Application of Simulation Opportunity Index and Assisted History Matching for Fishbone Completion Strategy in the Existing Single Horizontal Well in Tight Gas Carbonate Reservoir
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212668-MS
Case Study: Successful Huff and Puff Processes in a Thick, Inclined Oil Reservoir with Compositional-Gradient
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212619-MS
Integrating Pulsar Technology with Reservoir Centric Fracturing Approach to Restore the Production in a Mature Tight Oil Field
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212585-MS
Field Development Optimization with Stochastic Gradient Method: Application to a Multi-Reservoir Carbonate Field in the Middle East
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212620-MS
Single Well Chemical Tracer Application for Chemical EOR Pilot Project: Principles and Best Practices
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212590-MS
Modern Techniques for Reservoir Initialisation and History Matching
A Comparative Study for Deep-Learning-Based Methods for Automated Reservoir Simulation
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212594-MS
The Sabriyah Mauddud Dynamic Model Rebuild – Tackling the History Match of a Giant and Complex Carbonate Reservoir Through a Tailored-Made Sector-Centered History Match Approach
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212586-MS
Integrated History Matching Method for Horizontal Wells Using Advanced Pressure Transient Analysis
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212599-MS
An Effective Approach to Modeling Hydraulic Fracture in a Coarse Scale Simulation Model
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212603-MS
Advantages of Automated Rock Type Adjusting History Matching Workflow Driven by Adjoint Approach with Sensitivity Analysis of Different Model Parameters and Saturation Functions
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212616-MS
Vertical Composition Variation with Multiple Samples for Reservoir Model Initialization
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, Abu Dhabi, UAE, January 2023. doi: https://doi.org/10.2118/212643-MS
