A few-shot sample augmentation algorithm based on SCAM and DEPS for pump fault diagnosis

Author:

Zou Fengqian,Sang Shengtian,Jiang Ming,Guo Hongliang,Yan ShaoqingORCID,Li XiaomingORCID,Liu Xiaowei,Zhang Haifeng

Publisher

Elsevier BV

Subject

Applied Mathematics,Control and Systems Engineering,Electrical and Electronic Engineering,Computer Science Applications,Instrumentation

Reference43 articles.

1. Research on fault diagnosis technology of centrifugal pump blade crack based on PCA and GMM;Cao;Measurement,2021

2. A minimum entropy deconvolution-enhanced convolutional neural networks for fault diagnosis of axial piston pumps;Wang;Soft Comput,2019

3. Composite multi-scale basic scale entropy based on CEEMDAN and its application in hydraulic pump fault diagnosis;Liu;IEEE Access,2021

4. Support vector machine-based fault diagnosis of a centrifugal pump using electrical signature analysis;Araste,2020

5. An integrated deep learning method towards fault diagnosis of hydraulic axial piston pump;Tang;Sensors (Basel),2020

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