crossrefSensors2023-09-30Cited by 34
A Comparative Analysis of Deep Learning Convolutional Neural Network Architectures for Fault Diagnosis of Broken Rotor Bars in Induction Motors
Kevin Barrera-Llanga, Jordi Burriel-Valencia, Ángel Sapena-Bañó, Javier Martínez-Román
Induction machines (IMs) play a critical role in various industrial processes but are susceptible to degenerative failures, such as broken rotor bars. Effective diagnostic techniques are essential in addressing these issues. In this study, we propose the utilization of convolutio…