石油研究（英文）2026，Vol.11Issue(2)：399-414,16.DOI:10.1016/j.ptlrs.2025.09.009
Research on segmented modelling and prediction of shale gas production based on time series analysis
Research on segmented modelling and prediction of shale gas production based on time series analysis
Feifei Fang 1Hongjian Chen 2Sijie He 3Jie Zhang 4Wei Guo 5Weixiang Jin 3Yue Gong 3ChuXiang Xia3
作者信息
- 1. School of Mathematical and Physical Sciences,Chongqing University of Science and Technology,Chongqing 401331,China||School of Petroleum Engineering,Chongqing University of Science and Technology,Chongqing 401331,China
- 2. School of Mathematical and Physical Sciences,Chongqing University of Science and Technology,Chongqing 401331,China
- 3. School of Petroleum Engineering,Chongqing University of Science and Technology,Chongqing 401331,China
- 4. School of Petroleum Engineering,Chongqing University of Science and Technology,Chongqing 401331,China||Chongqing Unconventional Oil & Gas Development Research Institute,Chongqing University of Science and Technology,Chongqing 401331,China
- 5. Research Institute of Petroleum Exploration and Development,PetroChina,Beijing 100083,China
- 折叠
摘要
关键词
Shale gas/Segmented modeling/Full-cycle modeling/IPSO-CNN-BiGRU-attention/Production predictionKey words
Shale gas/Segmented modeling/Full-cycle modeling/IPSO-CNN-BiGRU-attention/Production prediction引用本文复制引用
Feifei Fang,Hongjian Chen,Sijie He,Jie Zhang,Wei Guo,Weixiang Jin,Yue Gong,ChuXiang Xia..Research on segmented modelling and prediction of shale gas production based on time series analysis[J].石油研究（英文）,2026,11(2):399-414,16.
