Multi-sensor data fusion-enabled lightweight convolutional double regularization contrast transformer for aerospace bearing small samples fault diagnosis.
Yutong DongHongkai JiangMingzhe MuXin WangPublished in: Adv. Eng. Informatics (2024)
Keyphrases
- lightweight
- fault diagnosis
- small samples
- multi sensor data fusion
- monitoring and fault diagnosis
- data fusion
- power transformers
- sample size
- expert systems
- model selection
- fuzzy logic
- fault detection
- neural network
- fault detection and diagnosis
- bp neural network
- chemical process
- electronic equipment
- operating conditions
- rotating machinery
- accurate models
- condition monitoring
- multiple faults
- analog circuits
- feature selection
- gas turbine
- multi sensor information fusion
- data mining
- failure diagnosis
- regression trees
- wireless sensor networks
- power plant
- support vector machine
- artificial intelligence
- training data
- real time
- regression model