Review of meta-heuristic algorithms for wind power prediction: Methodologies, applications and challenges
The integration of large-scale wind power introduces issues in modern power systems
operations due to its strong randomness and volatility. These issues can be resolved via …
operations due to its strong randomness and volatility. These issues can be resolved via …
A review on shale oil and gas characteristics and molecular dynamics simulation for the fluid behavior in shale pore
S Sun, S Liang, Y Liu, D Liu, M Gao, Y Tian… - Journal of Molecular …, 2023 - Elsevier
Shale oil and gas primarily exist in nanoscale pore-fracture networks. Thus, it is essential to
clarify the flow behavior of hydrocarbon in confined nanopores. This paper summarizes …
clarify the flow behavior of hydrocarbon in confined nanopores. This paper summarizes …
A systematic data-driven approach for production forecasting of coalbed methane incorporating deep learning and ensemble learning adapted to complex production …
S Du, J Wang, M Wang, J Yang, C Zhang, Y Zhao… - Energy, 2023 - Elsevier
Coalbed methane (CBM) as an essential component of clean energy is of strategic
significance to global sustainable development, with its production forecast being the basis …
significance to global sustainable development, with its production forecast being the basis …
Sticky layers affect oil transport through the nanopores of realistic shale kerogen
Understanding the transport mechanism of hydrocarbons through kerogen nanopores is
crucial to shale oil production. However, existing studies primarily focus on single …
crucial to shale oil production. However, existing studies primarily focus on single …
Unconventional hydrocarbon resources: geological statistics, petrophysical characterization, and field development strategies
Hydrocarbons exist in abundant quantity beneath the earth's surface. These hydrocarbons
are generally classified as conventional and unconventional hydrocarbons depending upon …
are generally classified as conventional and unconventional hydrocarbons depending upon …
Long short-term memory suggests a model for predicting shale gas production
R Yang, X Liu, R Yu, Z Hu, X Duan - Applied Energy, 2022 - Elsevier
Predicting the production behaviors of shale gas wells is of great importance for further
developing future unconventional hydrocarbon strategies. An accurate prediction …
developing future unconventional hydrocarbon strategies. An accurate prediction …
Advances in the application of deep learning methods to digital rock technology.
X Li, B Li, F Liu, T Li, X Nie - Advances in Geo-Energy …, 2023 - search.ebscohost.com
Digital rock technology is becoming essential in reservoir engineering and petrophysics.
Three-dimensional digital rock reconstruction, image resolution enhancement, image …
Three-dimensional digital rock reconstruction, image resolution enhancement, image …
Micromechanism of partially hydrolyzed polyacrylamide molecule agglomeration morphology and its impact on the stability of crude oil− water interfacial film
Z Wang, Y Xu, Y Gan, X Han, W Liu, H Xin - Journal of Petroleum Science …, 2022 - Elsevier
Based on the background of oilfield chemical flooding produced liquid treatment projects, to
achieve new insight into the micromechanism of the impact of polymer molecules applied to …
achieve new insight into the micromechanism of the impact of polymer molecules applied to …
A CNN-BiGRU-AM neural network for AI applications in shale oil production prediction
G Zhou, Z Guo, S Sun, Q Jin - Applied Energy, 2023 - Elsevier
In the coming decades, the demand for shale oil will likely surge because of predicted
increases in the global population and productivity. Efficiently predicting shale oil production …
increases in the global population and productivity. Efficiently predicting shale oil production …
[HTML][HTML] Shale gas production evaluation framework based on data-driven models
YW He, ZY He, Y Tang, YJ Xu, JC Long… - Petroleum Science, 2023 - Elsevier
Increasing the production and utilization of shale gas is of great significance for building a
clean and low-carbon energy system. Sharp decline of gas production has been widely …
clean and low-carbon energy system. Sharp decline of gas production has been widely …