SPE In Focus: Reservoir Simulation
Emerging knowledge and resources on prevailing energy topics from SPE industry experts
SPE is firmly focused on the future of our industry. From examining new technologies in reservoir simulation to understanding fundamentals and advanced analysis, join in the discussion of challenges and opportunities, the latest news and developments, and opportunities to grow your knowledge.
Discussions: New Technologies and Opportunities
Current Reservoir Simulation News
Digital Twin Initiative Could Reduce Geothermal Production Uncertainties
The DOE-backed EGS-Twin project aims to simulate geothermal production systems, helping operators better predict performance and maximize output.
A Sub-Grid Model for Convective Mixing Applied to the 11th SPE Comparative Solution Project
Modeling solubility trapping at reservoir scale remains a key challenge for carbon storage projects. This study introduces a novel sub-grid convective mixing model, implemented in the Open Porous Media Flow simulator and applied to the SPE11 benchmark, that enables accurate prediction of carbon dioxide dissolution trapping in geological storage using computationally efficient coarse-grid simulations.
Digital Twin and Simulation Studies Driven by Digital Transformation
This paper presents a novel reservoir engineering/reservoir simulation approach—a data-driven interwell-connectivity model augmented as a digital twin—to predict reservoir dynamics and optimize operations in the Changqing oil field of China.
Fast, Scalable Graph Neural Networks Used for Subsurface in Porous-Media Simulations
This work describes a study in which distributed data parallel training, paired with a node-local caching pipeline, enabled efficient multigraphics-processing-unit scaling for a CO₂-storage graph-neural-network surrogate while maintaining generalization.
Proxy Models Accelerated Using Physics-Based Reduced-Order Model
This work uses a novel pseudosteady-state-based simulation to reduce training-data-generation cost while maintaining high-performance predictions of data-driven proxy models for carbon-sequestration projects.
Reservoir Simulation
The current challenge in reservoir simulation extends beyond developing better models; it entails creating solutions that are faster, more responsive, and genuinely instrumental in guiding decision-making. The papers selected this year clearly represent this evolution.
SPE Resources
Learn the Fundamentals or Expand Your Reservoir Simulation Expertise
OnePetro©
Research: Trending Reservoir Simulation Papers and Proceedings from OnePetro©
SPE & SEG Research Engine
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Search across the full depth of SPE and SEG publications and resources, from journals and libraries to trusted digital content, all through one unified research platform. Discover relevant research faster, across disciplines and sources.
SPE Books
Data-Driven Reservoir Modeling
New technology and protocols for applying data analytics to solve real-world, reservoir engineering problems and reduce large amounts of data down to actionable quantities.
Petroleum Reservoir Simulation
The standard reference for numerical models for fluid flow in petroleum reservoirs, often referred to as "The Green Book" of reservoir simulation.
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