Fault Diagnosis Method Based on Encoding Time Series and Convolutional Neural Network

Fault Diagnosis Method Based on Encoding Time Series and Convolutional Neural Network

In view of the shortcomings of traditional fault diagnosis methods based on time domain vibration analysis, which require complicated calculations of feature vectors, and are over-dependent on a prior diagnosis knowledge, effort for the design of the feature extraction algorithms, and have limited a...

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Bibliographic Details
Main Authors: Chunlin Li, Jianbin Xiong, Xingtong Zhu, Qinghua Zhang, Shuize Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Fault diagnosis
encoding
convolutional neural network
petrochemical unit
Online Access:https://ieeexplore.ieee.org/document/9184029/

Internet

https://ieeexplore.ieee.org/document/9184029/

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