A coalbed methane content prediction method based on an improved Stacking ensemble model

LIU JIE; XIAO CONG; ZHANG SHICHENG; HE JIAYUAN

doi:10.13809/j.cnki.cn32-1825/te.2025291

English Version Journal Login

您当前的位置：

首页 >

文章列表页 >

A coalbed methane content prediction method based on an improved Stacking ensemble model

Oil and Gas Exploration | 更新时间：2026-08-06

- A coalbed methane content prediction method based on an improved Stacking ensemble model
- Petroleum Reservoir Evaluation and Development Vol. 16, Issue 5, Pages: 983-991(2026)
- 作者机构：
  
  1.中国石油大学（北京）石油工程学院，北京 102249
  2.中国石化石油勘探开发研究院，北京 102206
- 作者简介：
- 基金信息：
- DOI：10.13809/j.cnki.cn32-1825/te.2025291
  CLC： TE35
- Received：17 October 2025，
  
  Online First：24 June 2026，
  
  Published：26 September 2026
- 稿件说明：
移动端阅览
刘杰, 肖聪, 张士诚, 等. 基于改进Stacking融合模型的煤层气含气量预测方法[J]. 油气藏评价与开发, 2026, 16(5): 983-991.

Liu Jie, Xiao Cong, Zhang Shicheng, et al. A coalbed methane content prediction method based on an improved Stacking ensemble model[J]. Petroleum Reservoir Evaluation and Development, 2026, 16(5): 983-991.
刘杰, 肖聪, 张士诚, 等. 基于改进Stacking融合模型的煤层气含气量预测方法[J]. 油气藏评价与开发, 2026, 16(5): 983-991. DOI： 10.13809/j.cnki.cn32-1825/te.2025291.

Liu Jie, Xiao Cong, Zhang Shicheng, et al. A coalbed methane content prediction method based on an improved Stacking ensemble model[J]. Petroleum Reservoir Evaluation and Development, 2026, 16(5): 983-991. DOI： 10.13809/j.cnki.cn32-1825/te.2025291.

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Molecular simulation study on adsorption and desorption behavior of methane in low-rank coal from Fukang, Xinjiang

Prediction of adsorption characteristics of CH4-CO2 system in shale based on machine learning

Sandstone diagenetic facies logging identification based on multilayer perceptron: A case study of Lufeng Sag in Pearl River Mouth Basin

Risk evaluation and prediction of inter-well interference in shale gas wells based on machine learning

Favorable-area selection and development technology practices for medium-low abundance coal-measure gas reservoirs: a case study of southern Sichuan Basin

Related Author

ZHANG TAO

GUO JIANCHUN

ZHAO ZHIHONG

ZENG JIE

LIAO TIANBIN

ZHANG HENG

LIU SHUYANG

HUANG HONGLUE

Related Institution

State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum University

Petroleum Engineering School, Southwest Petroleum University

Xinjiang Yaxin Coalbed Methane Resource Technology Research Co., Ltd.

School of Petroleum Engineering, China University of Petroleum (East China)

State Key Laboratory of Deep Oil and Gas, China University of Petroleum (East China)

AI导读

AI问答

⁰

A coalbed methane content prediction method based on an improved Stacking ensemble model

DOI：10.13809/j.cnki.cn32-1825/te.2025291