[HTML][HTML] A review of intelligent decision-making strategy for geological CO2 storage: Insights from reservoir engineering

J Mao, AJ Ghahfarokhi - Geoenergy Science and Engineering, 2024 - Elsevier
In a world characterized by a heavy reliance on fossil fuels, it becomes imperative to strike a
harmonious balance between energy demands and carbon mitigation. This article delves …

Significance of well placement and degree of hydrate reserve recovery for synergistic CH4 recovery and CO2 storage in marine heterogeneous hydrate-bearing …

Y Yao, M Niu, Y Sun, D Chen - Geoenergy Science and Engineering, 2024 - Elsevier
The synergistic CH 4 recovery and CO 2 storage in marine natural gas hydrate reservoirs
presents an emerging strategic solution for energy and environment challenges, yet the …

A new pressure management framework for CO2 sequestration in deep saline aquifers based on genetic algorithm

Z **e, C Cao, L Zhang, Y Zhao, R Zhang, J Li… - Geoenergy Science and …, 2024 - Elsevier
CO 2 sequestration in deep saline aquifer is an effective technology for rapidly reducing CO
2 emissions. Ensuring safe and successful sequestration in deep saline aquifers …

[HTML][HTML] Recent Trends in Proxy Model Development for Well Placement Optimization Employing Machine Learning Techniques

S Salasakar, S Prakash, G Thakur - Modelling, 2024 - mdpi.com
Well placement optimization refers to the identification of optimal locations for wells
(producers and injectors) to maximize net present value (NPV) and oil recovery. It is a …

Graph network surrogate model for optimizing the placement of horizontal injection wells for CO2 storage

H Tang, LJ Durlofsky - arxiv preprint arxiv:2410.07142, 2024 - arxiv.org
Optimizing the locations of multiple CO2 injection wells will be essential as we proceed from
demonstration-scale to large-scale carbon storage operations. Well placement optimization …

Optimization of geological carbon storage operations with multimodal latent dynamic model and deep reinforcement learning

Z Wang, Y Chen, G Chen, D Zhang - Geoenergy Science and Engineering, 2025 - Elsevier
Identifying the time-varying control schemes that maximize storage performance is critical to
the commercial deployment of geological carbon storage (GCS) projects. However, the …

Global Genetic Algorithm for Automating and Optimizing Petroleum Well Deployment in Complex Reservoirs

S Irawan, DDK Wayo, A Satyanaga, J Kim - Energies, 2024 - mdpi.com
Locating petroleum-productive wells using informed geological data, a conventional means,
has proven to be tedious and undesirable by reservoir engineers. The former numerical …

Improved Injection Schedules of CO2 for Pohang Basin, Yeongil Bay, South Korea: Regarding Field Security and Injection Effectiveness

D Kim, D Kim, W Jo, J Choe, H Jo - Lithosphere, 2024 - pubs.geoscienceworld.org
Yeongil bay is a basin located in Pohang, South Korea. Numerous projects and researches
have been conducted for carbon capture and storage in Yeongil bay. The objectives of most …

Rapid Simulation and Optimization of Geological CO2 Sequestration Using Coarse Grid Network Model

B Aslam, B Yan, Z Tariq, S Krogstad… - SPE Asia Pacific Oil and …, 2023 - onepetro.org
Large-scale CO2 injection for geo-sequestration in deep saline aquifers can significantly
increase reservoir pressure, which, if not appropriately managed, can lead to potential …

Multi-objective optimization for multi-agent injection strategies in subsurface CO2 storage

P Pettersson, S Krumscheid, S Gasda - ECMOR 2024, 2024 - earthdoc.org
Efficient use of available reservoir resources is key in large-scale subsurface CO _2 storage.
The optimal injection strategy for a given set of injection wells is affected not only by the …