Methodology to calibrate weight between production and 4D seismic in data assimilation to improve reservoir performance forecasting
The quantitative use of time-lapse seismic (4D seismic) in data assimilation for uncertainty
reduction allows improvements in reservoir simulation models since the 4D seismic data …
reduction allows improvements in reservoir simulation models since the 4D seismic data …
A systematic global recharacterization method for reservoir fluids in compositional simulations
Component lum** is a common practice to mitigate the computational cost of
compositional subsurface simulations. Lum** consists of grou** original components …
compositional subsurface simulations. Lum** consists of grou** original components …
Model-Based Petroleum Field Management in Three Stages: Life-Cycle, Short-Term, and Real-Time
The objective of this work is to present a new practical methodology to manage petroleum
fields considering three stages (life-cycle, short-term, and real-time) that can run alongside …
fields considering three stages (life-cycle, short-term, and real-time) that can run alongside …
A New Hybrid Data-Driven and Model-Based Methodology for Improved Short-Term Production Forecasting
Abstract Model-based (MB) solutions are widely used in reservoir management and
production forecasting throughout the life-cycle of oil fields. However, such approaches are …
production forecasting throughout the life-cycle of oil fields. However, such approaches are …
Efficient proxy for time-lapse seismic forward modeling using a U-net encoder–decoder approach
The time-lapse seismic (4D seismic) forward modeling provides crucial data for calibrating
reservoir models through different data assimilation algorithms. Unfortunately, the traditional …
reservoir models through different data assimilation algorithms. Unfortunately, the traditional …
Watch the Reservoir! Improving Short-Term Production Forecast Through Transformers
Data-driven methodologies have been used in reservoir management and production
forecasting, particularly demonstrating remarkable efficacy in short-term oil production …
forecasting, particularly demonstrating remarkable efficacy in short-term oil production …
Assessing the Value of in-Well Fiber Optics Deployment in Pre-Salt Projects for Real-Time Reservoir Monitoring
Brazilian pre-salt faces quite a few challenges for reservoir management given their
complexity and uncertainty in fluid distribution and multiphase rate allocations along the …
complexity and uncertainty in fluid distribution and multiphase rate allocations along the …
A visual tool to analyze the matching quality between simulation models and 4D seismic data
DR Rosa, CG da Silva, KR da Silva Siqueira… - 4D Forum—Insight to …, 2025 - library.seg.org
Accessing the ability of hundreds of simulation models to match 4D seismic data in a timely
manner can improve reservoir characterization and monitoring, leading to better decisions …
manner can improve reservoir characterization and monitoring, leading to better decisions …
Applying Digital Transformation in Oil and Gas Reservoir for Real-time Management, Control and Optimization
L Pires, D Schiozer - EAGE Conference on Energy Excellence: Digital …, 2024 - earthdoc.org
Advancements in computing, data storage, and communication have revolutionized the oil
and gas industry through artificial intelligence (AI), machine learning (ML), and big data …
and gas industry through artificial intelligence (AI), machine learning (ML), and big data …
[PDF][PDF] Handling Missing Data on Short-term Oil Rate Forecasting in a Pre-salt Offshore Field Benchmark
Time-series forecasting problem is one of the interests of the petroleum off-shore industry
due to its ability to provide prompt responses and the flexibility of fitting multiple models to …
due to its ability to provide prompt responses and the flexibility of fitting multiple models to …