Time-series well performance prediction based on Long Short-Term Memory (LSTM) neural network model

X Song, Y Liu, L Xue, J Wang, J Zhang, J Wang… - Journal of Petroleum …, 2020 - Elsevier
Oil production forecasting is one of the most critical issues during the exploitation phase of
the oilfield. The limitations of traditional approaches make time-series production prediction …

Ecological risk assessment of soil and water loss by thermal enhanced methane recovery: numerical study using two-phase flow simulation

Y Xue, J Liu, X Liang, S Wang, Z Ma - Journal of Cleaner Production, 2022 - Elsevier
Thermal enhanced methane recovery inevitably aggravates the soil and water loss, causing
severe harm to the sustainability of groundwater environment and the surrounding …

Petrophysics characteristics of coalbed methane reservoir: A comprehensive review

Q Jia, D Liu, Y Cai, X Fang, L Li - Frontiers of Earth Science, 2020 - Springer
Petrophysics of coals directly affects the development of coalbed methane (CBM). Based on
the analysis of the representative academic works at home and abroad, the recent progress …

Gas-phase production equation for CBM reservoirs: Interaction between hydraulic fracturing and coal orthotropic feature

Z Sun, B Huang, Y Liu, Y Jiang, Z Zhang, M Hou… - Journal of Petroleum …, 2022 - Elsevier
The efficient development of coalbed methane (CBM) reservoirs entails the accurate
evaluation of production behavior, particularly for the gas phase performance. However …

Analysis of dynamic imbibition effect of surfactant in microcracks of reservoir at high temperature and low permeability

K Xie, X Lu, H Pan, D Han, G Hu, J Zhang… - SPE Production & …, 2018 - onepetro.org
The objective of this work was to explore the dynamic imbibition effect of a surfactant
solution in the microcracks of a reservoir at high temperature (83.3 C) and low permeability …

A semianalytical method for two-phase flowback rate-transient analysis in shale gas reservoirs

F Zhang, H Emami-Meybodi - SPE Journal, 2020 - onepetro.org
We propose a new semianalytical method for analyzing flowback water and gas production
data to estimate hydraulic fracture (HF) properties and to quantify HF dynamics. The method …

A novel integrated workflow for evaluation, optimization, and production predication in shale plays

B Yuan, D Zheng, RG Moghanloo, K Wang - International Journal of Coal …, 2017 - Elsevier
This paper adopts and improves the existing workflows for integrated production data
analysis. Clarkson (2013) presented an integrated production data analysis workflow …

A physics-constrained data-driven workflow for predicting Coalbed methane well production using artificial neural network

R Yang, X Qin, W Liu, Z Huang, Y Shi, Z Pang, Y Zhang… - SPE Journal, 2022 - onepetro.org
Coalbed methane (CBM) has emerged as one of the clean unconventional resources to
supplement the rising demand of oil and gas. Analyzing and predicting CBM production …

Effect of pressure-propagation behavior on production performance: implication for advancing low-permeability coalbed-methane recovery

Z Sun, J Shi, K Wu, T Zhang, D Feng, X Li - SPE Journal, 2019 - onepetro.org
Low-permeability coalbed-methane (CBM) reservoirs possess unique pressure-propagation
behavior, which can be classified further as the expansion characteristics of the drainage …

[PDF][PDF] Research progress on coalbed methane reservoir geology and characterization technology in China

D LIU, Q JIA, Y CAI - Coal science and technology, 2022 - mtkxjs.com.cn
There are vast reserves of coalbed methane (CBM) resources in China, where the
development of CBM reservoir geology theory and technology is helpful for the further …