Research on deep reservoir anti-condensate early warning method based on POA-LSTM-TCN combined model for gas reservoirs -a case study on Bozi gas reservoir

ZHU SUYANG; LI YING; PENG XIAOLONG; LIU WEI; GUAN WENJIE

doi:10.13809/j.cnki.cn32-1825/te.2025293

您当前的位置：

首页 >

文章列表页 >

Research on deep reservoir anti-condensate early warning method based on POA-LSTM-TCN combined model for gas reservoirs -a case study on Bozi gas reservoir

更新时间：2026-03-24

- Research on deep reservoir anti-condensate early warning method based on POA-LSTM-TCN combined model for gas reservoirs -a case study on Bozi gas reservoir
- Petroleum Reservoir Evaluation and Development Pages: 1-11(2026)
- 作者机构：
  
  西南石油大学油气藏地质及开发工程全国重点实验室，四川成都 610500
- 作者简介：
- 基金信息：
- DOI：10.13809/j.cnki.cn32-1825/te.2025293
  CLC： TE372
- Received：23 October 2025，
  
  Online First：24 March 2026，
- 稿件说明：
移动端阅览
朱苏阳, 李颖, 彭小龙, 等. 基于POA-LSTM-TCN的气藏内反凝析预警方法研究——以塔里木盆地博孜气藏为例[J]. 油气藏评价与开发, XXXX, XX(XX): 1-11.

ZHU Suyang, LI Ying, PENG Xiaolong, et al. Research on deep reservoir anti-condensate early warning method based on POA-LSTM-TCN combined model for gas reservoirs -a case study on Bozi gas reservoir[J]. Petroleum Reservoir Evaluation and Development, XXXX, XX(XX): 1-11.
朱苏阳, 李颖, 彭小龙, 等. 基于POA-LSTM-TCN的气藏内反凝析预警方法研究——以塔里木盆地博孜气藏为例[J]. 油气藏评价与开发, XXXX, XX(XX): 1-11. DOI： 10.13809/j.cnki.cn32-1825/te.2025293.

ZHU Suyang, LI Ying, PENG Xiaolong, et al. Research on deep reservoir anti-condensate early warning method based on POA-LSTM-TCN combined model for gas reservoirs -a case study on Bozi gas reservoir[J]. Petroleum Reservoir Evaluation and Development, XXXX, XX(XX): 1-11. DOI： 10.13809/j.cnki.cn32-1825/te.2025293.

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Fracture characteristics and water invasion patterns of Dina-2 gas reservoir, Tarim Basin

Evaluation of retrograde condensation damage and research on gas injection for enhanced recovery of condensate gas reservoirs in deep-buried hills

Research on prediction of bottom hole flowing pressure for vertical coalbed methane wells based on improved SSA-BPNN

Phase characteristics and main controlling factors of differential enrichment of condensate gas reservoirs in the Shunbei No. 4 fault zone

Related Author

ZHANG XIN

XIANG ZEHOU

WU YONGPING

LI PENG

WANG ZHIMIN

DENG HUCHENG

XIE XINHUI

MAO JINXIN

Related Institution

College of Energy, Chengdu University of Technology

College of Geophysics, Chengdu University of Technology

Research Institute of Exploration and Development, PetroChina Tarim Oilfield Company, Korla

CNOOC China Limited, Tianjin Company

PetroChina Research Institute of Petroleum Exploration and Development

AI导读

AI问答

⁰

Research on deep reservoir anti-condensate early warning method based on POA-LSTM-TCN combined model for gas reservoirs -a case study on Bozi gas reservoir

DOI：10.13809/j.cnki.cn32-1825/te.2025293