A Comparative Analysis of Deep Learning Convolutional Neural Network Architectures for Fault Diagnosis of Broken Rotor Bars in Induction Motors.
Kevin Barrera LlangaJordi Burriel-ValenciaAngel Sapena-BanoJavier Martínez-RománPublished in: Sensors (2023)
Keyphrases
- deep learning
- fault diagnosis
- induction motor
- fault detection and diagnosis
- unsupervised feature learning
- control scheme
- closed loop
- unsupervised learning
- neural network
- fault detection
- expert systems
- weakly supervised
- restricted boltzmann machine
- machine learning
- fuzzy logic
- deep belief networks
- operating conditions
- rbf neural network
- bp neural network
- mental models
- fuzzy controller
- real time
- fault identification
- condition monitoring
- feature selection
- power plant
- control system
- multiscale
- artificial neural networks