Research on segmented modelling and prediction of shale gas production based on time series analysisOA

作者：Feifei Fang;Hongjian Chen;Sijie He;Jie Zhang;Wei Guo;Weixiang Jin;Yue Gong;ChuXiang Xia

作者单位：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,ChinaSchool of Mathematical and Physical Sciences,Chongqing University of Science and Technology,Chongqing 401331,ChinaSchool of Petroleum Engineering,Chongqing University of Science and Technology,Chongqing 401331,ChinaSchool 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,ChinaResearch Institute of Petroleum Exploration and Development,PetroChina,Beijing 100083,ChinaSchool of Petroleum Engineering,Chongqing University of Science and Technology,Chongqing 401331,ChinaSchool of Petroleum Engineering,Chongqing University of Science and Technology,Chongqing 401331,ChinaSchool of Petroleum Engineering,Chongqing University of Science and Technology,Chongqing 401331,China

中文关键词：Shale gasSegmented modelingFull-cycle modelingIPSO-CNN-BiGRU-attentionProduction prediction

英文关键词：Shale gasSegmented modelingFull-cycle modelingIPSO-CNN-BiGRU-attentionProduction prediction

刊名：《石油研究（英文）》 2026 (2)

页码/页数：399-414,16

DOI：10.1016/j.ptlrs.2025.09.009