Fault Diagnosis of Main Pump in Converter Station Based on Deep Neural Network

Fault Diagnosis of Main Pump in Converter Station Based on Deep Neural Network

As the core component of the valve cooling system in a converter station, the main pump plays a major role in ensuring the stable operation of the valve. Thus, accurate and efficient fault diagnosis of the main pump according to vibration signals is of positive significance for the detection of fail...

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Bibliographic Details
Main Authors: Qingsheng Zhao, Gong Cheng, Xiaoqing Han, Dingkang Liang, Xuping Wang
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Symmetry
Subjects:
fault diagnosis
main pump
convolutional neural network
recurrent neural network
feature fusion
deep neural network
Online Access:https://www.mdpi.com/2073-8994/13/7/1284

Internet

https://www.mdpi.com/2073-8994/13/7/1284

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