A Hybrid Approach of the Deep Learning Method and Rule-Based Method for Fault Diagnosis of Sucker Rod Pumping Wells

A Hybrid Approach of the Deep Learning Method and Rule-Based Method for Fault Diagnosis of Sucker Rod Pumping Wells

Accurately obtaining the working status of the sucker rod pumping wells is a challenging problem for oil production. Sensors at the polished rod collect working data to form surface dynamometer cards for fault diagnosis. A prevalent method for recognizing these cards is the convolutional neural netw...

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Bibliographic Details
Main Authors: Yanfeng He, Zhijie Guo, Xiang Wang, Waheed Abdul
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Energies
Subjects:
sucker rod pumping well
surface dynamometer card
fault diagnosis
convolutional neural network
expert rules
Online Access:https://www.mdpi.com/1996-1073/16/7/3170

Internet

https://www.mdpi.com/1996-1073/16/7/3170

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