A critical review on intelligent optimization algorithms and surrogate models for conventional and unconventional reservoir production optimization
Aiming to find the most suitable development schemes of conventional and unconventional
reservoirs for maximum energy supply or economic benefits, reservoir production …
reservoirs for maximum energy supply or economic benefits, reservoir production …
Surrogate modeling and global sensitivity analysis for the simultaneous growth of multiple hydraulic fractures
Hydraulic fracturing has been widely used in enhancing the conductivity of the rock
formations and increasing the rate of extraction of unconventional resources. During …
formations and increasing the rate of extraction of unconventional resources. During …
[HTML][HTML] Modeling CO2 loading capacity of triethanolamine (TEA) aqueous solutions via a deep learning approach
Capturing carbon dioxide (CO 2) from natural gas is essential for reducing CO 2 emissions
as a greenhouse gas as well as increasing the gas heating value. Absorption of CO 2 by …
as a greenhouse gas as well as increasing the gas heating value. Absorption of CO 2 by …
A Comprehensive Review of Advancements in AI-Based Techniques for Field Development Optimization
Optimizing well placement and production strategy in hydrocarbon reservoirs is a critical
task during field development planning. Various optimization algorithms have been …
task during field development planning. Various optimization algorithms have been …
Efficient optimization of fracturing parameters with consideration of fracture propagation and heterogeneity in tight gas reservoirs
S Luo, H Tang, L Zhang, T Wang, Y Zhao… - Computers & …, 2024 - Elsevier
The parameters of fractures, such as fracture geometries, placement, and conductivity, are
critical for the production of horizontal wells in tight gas reservoirs. Current studies on …
critical for the production of horizontal wells in tight gas reservoirs. Current studies on …
Deep Learning-Based Surrogate-Assisted Intelligent Optimization Framework for Reservoir Production Schemes
L Wang, H Wang, L Zhang, L Zhang, R Deng… - Natural Resources …, 2025 - Springer
Determination of reservoir production schemes has always been a difficult problem during
the close-loop management of waterflooding reservoir. Different well control results in …
the close-loop management of waterflooding reservoir. Different well control results in …
Integrating Multi-Source Experiment Data and Variational Diffusion Model for Intelligent Constructing Digital Core: A Case Study of Sandstone Reservoir in the Turgay …
L Wang, L Zhang, R Deng, H Wang, X Zhao… - SPE Caspian Technical …, 2024 - onepetro.org
Digital core technology is increasingly indispensable for the purpose of efficient
development of sandstone reservoir in the Turgay basin central south Kazakhstan which …
development of sandstone reservoir in the Turgay basin central south Kazakhstan which …
Accelerated Inversion Workflow Coupling Deep Learning and ES-MDA for DTS Data: A Case Study of Horizontal Well in Middle East Carbonate Reservoir
Distributed temperature sensing (DTS) has been widely adopted in the real-time well
monitoring of horizontal wells in Middle East carbonate reservoirs, efficiently inversing DTS …
monitoring of horizontal wells in Middle East carbonate reservoirs, efficiently inversing DTS …
[HTML][HTML] A Novel Surrogate-Assisted Multi-Objective Well Control Parameter Optimization Method Based on Selective Ensembles
Multi-objective optimization algorithms are crucial for addressing real-world problems,
particularly with regard to optimizing well control parameters, which are often …
particularly with regard to optimizing well control parameters, which are often …
[HTML][HTML] Optimization of fracturing parameters for horizontal wells in high-sulfur gas reservoirs considering the effect of sulfur deposition
C Sun, Z Zhao, J Hu, Y Zhang, Y Cai, J Lu - Petroleum Research, 2024 - Elsevier
During the development of high-sulfur gas reservoirs, the precipitation and deposition of
elemental sulfur can lead to a reduction in reservoir porosity and permeability. Previous …
elemental sulfur can lead to a reduction in reservoir porosity and permeability. Previous …