Fault Diagnosis of Rotating Machines Based on Multiple Parallel Hidden Layers Denoising Auto-Encoder and One-Dimensional Convolutional Neural Network

Author:

Kibrete Fasikaw,Woldemichael Dereje Engida,Gebremedhen Hailu Shimels

Publisher

Elsevier BV

Reference36 articles.

1. Convolutional neural network based bearing fault diagnosis of rotating machine using thermal images;A Choudhary;Meas. J. Int. Meas. Confed,2021

2. Applications of Artificial Intelligence for Fault Diagnosis of Rotating Machines: A Review;F Kibrete;Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering,2023

3. Early rolling bearing fault diagnosis in induction motors based on on-rotor sensing vibrations;Z Wang;Meas. J. Int. Meas. Confed,2023

4. Rolling element bearing fault diagnosis using convolutional neural network and vibration image;D T Hoang;Cogn. Syst. Res,2019

5. Detection of unbalance and looseness faults in a ventilation turbine using vibration signature analysis;M Djemana;IOP Conf. Ser. Mater. Sci. Eng,2022

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