Mechanical Fault Diagnosis of High Voltage Circuit Breakers Based on Variational Mode Decomposition and Multi-Layer Classifier.
Nantian HuangHuaijin ChenGuowei CaiLihua FangYuqiang WangPublished in: Sensors (2016)
Keyphrases
- multi layer
- fault diagnosis
- high voltage
- operating conditions
- analog circuits
- neural network
- expert systems
- partial discharge
- fault detection
- fuzzy logic
- feed forward neural networks
- training data
- condition monitoring
- phase locked loop
- multiple faults
- monitoring and fault diagnosis
- neural nets
- multi sensor information fusion
- support vector machine
- training set
- rbf neural network
- feature selection
- normal operation
- power transformers
- power plant
- feature space
- machine learning
- class labels
- failure diagnosis
- feature set
- support vector
- decision making
- artificial intelligence
- genetic algorithm
- artificial neural networks
- training samples
- back propagation