Ensemble Capsule Network with an Attention Mechanism for the Fault Diagnosis of Bearings from Imbalanced Data Samples.
Zengbing XuCarman Ka Man LeeYaqiong LvJeffery ChanPublished in: Sensors (2022)
Keyphrases
- fault diagnosis
- data samples
- neural network
- condition monitoring
- fault detection
- attention mechanism
- electronic equipment
- expert systems
- chemical process
- fault detection and diagnosis
- operating conditions
- monitoring and fault diagnosis
- power transformers
- training set
- bp neural network
- training dataset
- fuzzy logic
- gas turbine
- training data
- data points
- multiple faults
- saliency map
- analog circuits
- object recognition
- multiscale
- feature selection
- machine learning
- data mining