Research on fast marking method for indicator diagram of pumping well based on K-means clustering

Indicator diagram is the key basis for fault diagnosis of pumping wells in oil exploitation. With the rapid development of machine learning, the fault diagnosis of indicator diagram based on deep learning has garnered increasing attention. This kind of methods train neural network models with marked...

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Bibliographic Details
Main Authors: Xiang Wang, Zhiwei Shao, Yancen Shen, Yanfeng He
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023076764