Predicting gas flow rate in fractured shale reservoirs using discrete fracture model and GA-BP neural network method

J Liu, X He, H Huang, J Yang, J Dai, X Shi… - … Analysis with Boundary …, 2024 - Elsevier
In the process of shale gas exploitation, the hydraulic fracturing technology is generally used
to generate the stimulate reservoir volume (SRV). The network connectivity between natural …

Hydraulic fracture propagation in naturally fractured reservoirs: Complex fracture or fracture networks

HY Wang - Journal of Natural Gas Science and Engineering, 2019 - Elsevier
All reservoirs are fractured to some degree. Depending on the density, dimension,
orientation and the cementation of natural fractures and the location where the hydraulic …

[HTML][HTML] The evaluation and sensitivity of decline curve modelling

P Manda, DB Nkazi - Energies, 2020 - mdpi.com
The development of prediction tools for production performance and the lifespan of shale
gas reservoirs has been a focus for petroleum engineers. Several decline curve models …

Research progress and development recommendations covering damage mechanisms and protection technologies for tight/shale oil and gas reservoirs

SUN **sheng, XU Chengyuan, K Yili… - Petroleum Drilling …, 2020 - syzt.com.cn
Tight and shale oil and gas reservoirs demonstrate unique geological characteristics such
as extremely poor storage-flow quality, and multi-scale structure of storage and flow space …

An integrated model for fracture propagation and production performance of thermal enhanced shale gas recovery

WL Xu, H Yu, M Micheal, HW Huang, H Liu, HA Wu - Energy, 2023 - Elsevier
Thermal enhanced recovery (TER) is a promising approach to improving the production
efficiency of shale gas reservoirs. TER involves complex physical behaviors including …

Fractional model for simulating Long-Term fracture conductivity decay of shale gas and its influences on the well production

Y Peng, A Luo, Y Li, Y Wu, W Xu, K Sepehrnoori - Fuel, 2023 - Elsevier
Due to the high-content of clay and kerogen, shale will always show viscoelastic mechanical
behaviors during the development of shale gas, which will lead to the increase of proppant …

Coupled fluid flow and geomechanics modeling of stress-sensitive production behavior in fractured shale gas reservoirs

J Jiang, J Yang - International Journal of Rock Mechanics and Mining …, 2018 - Elsevier
Compared with conventional reservoirs, gas flow in shale formation is affected by additional
nonlinear coupled processes such as matrix/fracture deformations. We present a fully …

Change in composition and pore structure of Longmaxi black shale during oxidative dissolution

Q Chen, Y Kang, L You, P Yang, X Zhang… - International Journal of …, 2017 - Elsevier
Owing to the presence of chemically unstable compositions (eg, clay minerals, carbonate,
pyrite, and organic matter (OM)) which are closely related to shale structure failures or …

A machine learning-based method for analyzing factors influencing production capacity and production forecasting in fractured tight oil reservoirs

S Tong, F Wang, H Gao, W Zhu - International Journal of Hydrogen Energy, 2024 - Elsevier
In recent years, with the deepening of exploration and development theories for tight oil
reservoirs and the continuous breakthroughs in key engineering technologies, positive …

Machine learning-informed ensemble framework for evaluating shale gas production potential: Case study in the Marcellus Shale

D Vikara, D Remson, V Khanna - Journal of Natural Gas Science and …, 2020 - Elsevier
Artificial intelligence and machine learning (ML) are being applied to many oil and gas
(O&G) applications and seen as novel techniques that may facilitate efficiency gains in …