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    • 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

    • Pages: 1-11(2026)   

      Received：23 October 2025，

      Online First：24 March 2026，

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

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  • 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.
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ZHANG XIN 成都理工大学地球物理学院
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LI PENG 成都理工大学能源学院
WANG ZHIMIN 中国石油塔里木油田分公司勘探开发研究院
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