Development of hybrid computational data-intelligence model for flowing bottom-hole pressure of oil wells: New strategy for oil reservoir management and monitoring

L Goliatt, RS Mohammad, SI Abba, ZM Yaseen - Fuel, 2023 - Elsevier
Among several metric parameters concerning the assessment of oil and gas well production,
the flowing bottom-hole pressure (FBHP) is considered essential. Accurate prediction of …

A deep-learning-based graph neural network-long-short-term memory model for reservoir simulation and optimization with varying well controls

H Huang, B Gong, W Sun - SPE Journal, 2023 - onepetro.org
A new deep-learning-based surrogate model is developed and applied for predicting
dynamic oil rate and water rate with different well controls. The surrogate model is based on …

[HTML][HTML] Study of inter-well interference in shale gas reservoirs by a robust production data analysis method based on deconvolution

WC Liu, CC Qiao, P Wang, WS Huang, XW Kong… - Petroleum Science, 2024 - Elsevier
In order to overcome the defects that the analysis of multi-well typical curves of shale gas
reservoirs is rarely applied to engineering, this study proposes a robust production data …