A Novel Double-Stacked Autoencoder for Power Transformers DGA Signals With An Imbalanced Data Structure.
Dongsheng YangJia QinYongheng PangTingwen HuangPublished in: IEEE Trans. Ind. Electron. (2022)
Keyphrases
- power transformers
- data structure
- fault diagnosis
- condition monitoring
- signal processing
- efficient data structures
- index structure
- quadtree
- class imbalance
- imbalanced datasets
- space efficient
- neural network
- multidimensional data
- tree structure
- non stationary
- expert systems
- condition monitoring and assessment
- spectral analysis
- independent component analysis
- imbalanced data
- imbalanced data sets
- computational intelligence