Vibration data feature extraction and deep learning-based preprocessing method for highly accurate motor fault diagnosis.
Jun-Gyo JangChun-Myoung NohSung-Soo KimSung-Chul ShinSoon-Sup LeeJae-Chul LeePublished in: J. Comput. Des. Eng. (2023)
Keyphrases
- highly accurate
- preprocessing
- fault diagnosis
- feature extraction
- multi sensor information fusion
- training data
- high accuracy
- deep learning
- rbf neural network
- high quality
- training samples
- accurate models
- pairwise
- fuzzy logic
- neural network
- expert systems
- bp neural network
- pattern recognition
- data mining
- monitoring and fault diagnosis
- analog circuits
- vibration signal
- machine learning
- fault detection
- extracted features
- support vector machine
- control system