A critical review on intelligent optimization algorithms and surrogate models for conventional and unconventional reservoir production optimization

L Wang, Y Yao, X Luo, CD Adenutsi, G Zhao, F Lai - Fuel, 2023 - Elsevier
Aiming to find the most suitable development schemes of conventional and unconventional
reservoirs for maximum energy supply or economic benefits, reservoir production …

Experimental investigation on the geological responses and production behaviors of natural gas hydrate-bearing sediments under various hydrate saturations and …

Y Zhao, W Hu, X Dou, Z Liu, F Ning - Applied Energy, 2024 - Elsevier
Natural gas hydrate is a potential alternative energy that has attracted attention from
scientific and industrial communities. Depressurization is one of the most effective approach …

A physics-guided eXtreme gradient boosting model for predicting the initial productivity of oil wells

Y Dong, L Song, Q Zhao, Z Ding, L Qiu, C Lu… - Geoenergy Science and …, 2023 - Elsevier
The initial productivity of oil wells is an important index in oilfield development. Due to the
nonlinear relationship among the numerous affecting factors of productivity, productivity …

Optimization of fracturing parameters by modified genetic algorithm in shale gas reservoir

X Zhou, Q Ran - Energies, 2023 - mdpi.com
Shale gas reservoirs have extremely low porosity and permeability, making them
challenging to exploit. The best method for increasing recovery in shale gas reservoirs is …

Interpretable fracturing optimization of shale oil reservoir production based on causal inference

H Yang, Y Li, C Min, J Yue, F Li, R Li, X Chu - Applied Intelligence, 2024 - Springer
The micro-and nanopore throats in shale oil reservoirs are finer than those in conventional
oil reservoirs and have a larger specific surface area, potentially resulting in a more …

Enhancing CO2 storage capacity and methane (CH4) production in the Yanchang shale gas reservoir: A simulation study on influencing factors and optimization …

EE Kasala, J Wang, A Majid, MN Nadege - Fuel, 2025 - Elsevier
Despite advances in horizontal drilling and hydraulic fracturing, only 3–10% of shale gas is
recovered through natural processes, with 20–80% trapped in the adsorbed phase. This …

[HTML][HTML] Optimization of shale gas fracturing parameters based on artificial intelligence algorithm

S Qian, Z Dong, Q Shi, W Guo, X Zhang, Z Liu… - Artificial Intelligence in …, 2023 - Elsevier
Resource-rich shale gas plays a pivotal role in new energy types. The key to scientifically
and efficiently develo** shale gas fields is to clarify the main factors that affect the …

Modeling of shale gas transport in multi-scale complex fracture networks considering fracture hits

B Li - Transport in Porous Media, 2023 - Springer
Shale gas reservoir is a complex multi-scale system containing micro-nanopores and micro-
fractures. Understanding shale gas transport mechanism in fractured porous media is …

Optimizing construction parameters for fractured horizontal wells in shale oil

X Liu, D Li, Y Jia, Y Liyong, G **aoting, Z Tao… - Frontiers in Earth …, 2023 - frontiersin.org
Shale oil is mainly extracted by fracturing. However, it is difficult to determine the optimum
construction parameters to obtain maximum productivity. In this paper, a fuzzy …