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) : 1196-1207. DOI: 10.11698/PED.20260060
OIL AND GAS FIELD DEVELOPMENT

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

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