Imbalance fault detection in BLDC motors through audio signals using the density of maxima and CNN.
Yuri C. GouveiaAlisson V. BritoTiago P. NascimentoJorge Gabriel Gomes de Souza RamosAbel C. Lima FilhoPublished in: SBESC (2023)
Keyphrases
- fault detection
- audio signals
- centroid neural network
- high power
- brushless dc
- dc motor
- fuzzy logic control
- fault diagnosis
- low power
- high density
- matlab simulink
- power supply
- hidden markov models
- permanent magnet
- operating conditions
- multiscale
- speaker identification
- mean shift
- closed loop
- color image segmentation
- fuzzy logic
- control system
- audio signal
- control strategy
- fuzzy control
- artificial intelligence
- intelligent control
- power plant
- class distribution
- low cost
- pattern recognition
- magnetic field
- simulation model
- power consumption
- mobile robot
- multiresolution
- neural network