A Fault Diagnosis Method for Oil Well Electrical Power Diagrams Based on Multidimensional Clustering Performance Evaluation

In oilfield extraction activities, traditional downhole condition monitoring is typically conducted using dynamometer cards to capture the dynamic changes in the load and displacement of the sucker rod. However, this method has severe limitations in terms of real-time performance and maintenance cos...

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Bibliographic Details
Published in:	Sensors (Basel, Switzerland) Vol. 25; no. 6; p. 1688
Main Authors:	Liu, Xingyu, Meng, Xin, Hu, Ze, Duan, Hancong, Wang, Min, Chen, Yaping
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI AG 08.03.2025 MDPI
Subjects:	Accuracy Algorithms Analysis beam-pumping system Classification cluster validity function Clustering Data processing Dimensional analysis Electric power Electric properties electrical parameters Fault diagnosis FCM clustering algorithm Machine learning Mathematical models Mathematics Methods Oil fields Oil sands Oil wells Performance evaluation Simulation methods Wavelet transforms Working conditions China beam-pumping system cluster validity function electrical parameters FCM clustering algorithm
ISSN:	1424-8220, 1424-8220
Online Access:	Get full text
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