Physics-constrained intelligent monitoring of liquid loading and early warning of flow cessation in gas wells

Zhang Liehui, Zhang Chong, Chen Yan, Kang Bo, Deng Kaiwen, Li Haifeng, Xiang Yufei, Xu Senhai

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Petroleum Exploration and Development ›› 2026, Vol. 53 ›› Issue (5) : 1397-1411. DOI: 10.1016/S1876-3804(26)60769-0

Physics-constrained intelligent monitoring of liquid loading and early warning of flow cessation in gas wells

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{{article.zuoZheEn_L}}. {{article.title_en}}. {{journal.qiKanMingCheng_EN}}. 2026, 53(5): 1397-1411 https://doi.org/10.1016/S1876-3804(26)60769-0

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