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    Multi-function composite data generation and PIMamba model for fault diagnosis in sucker-rod pumping wells

    Multi-function composite data generation and PIMamba model for fault diagnosis in sucker-rod pumping wells by Senhao Ren, Wenqiang Tang, Chao Ma, Li Hou, Xiaodong Chen, Jiashan Lin, Jie Yang, Yun Yang, Xiao Huo, Guoxin Li, Daowei Zhang

    Published 2025-09-01

    Petroleum is a critical energy resource in modern society, and its exploration and production are essential for meeting global energy demands. Dynamometer cards are important graphics that reflect the operational conditions of pumping wells, and their recognition is crucial for optimizing oil well p...

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