Multi-Fault Classification and Diagnosis of Rolling Bearing Based on Improved Convolution Neural Network.
Xiong ZhangJialu LiWenbo WuFan DongShuting WanPublished in: Entropy (2023)
Keyphrases
- fault diagnosis
- monitoring and fault diagnosis
- neural network
- fault detection
- pattern recognition
- classification accuracy
- multiple faults
- learning vector quantization
- expert systems
- bp neural network
- decision trees
- fuzzy logic
- multi layer perceptron
- image processing
- machine learning
- fault isolation
- nearest neighbour
- power plant
- classification scheme
- extracted features
- classification algorithm
- model selection
- image classification
- preprocessing
- artificial neural networks
- feature vectors
- learning algorithm
- fault detection and isolation
- feature extraction
- normal operation
- breast cancer diagnosis
- cancer diagnosis
- classification method
- support vector machine
- medical images
- back propagation
- classification models
- genetic algorithm
- pattern classification