Few-Shot Mechanical Fault Diagnosis for a High-Voltage Circuit Breaker via a Transformer-Convolutional Neural Network and Metric Meta-Learning.
Jing YanYanxin WangZhou YangYiming DingJianhua WangYingsan GengPublished in: IEEE Trans. Instrum. Meas. (2023)
Keyphrases
- fault diagnosis
- meta learning
- high voltage
- convolutional neural network
- operating conditions
- analog circuits
- partial discharge
- neural network
- power transformers
- inductive learning
- learning tasks
- model selection
- face detection
- expert systems
- fuzzy logic
- fault detection
- decision trees
- machine learning
- machine learning algorithms
- condition monitoring
- base classifiers
- training data
- failure diagnosis
- normal operation
- power plant
- real time
- feature selection
- self organizing maps
- metamodel
- multi class
- data mining
- detection algorithm
- artificial neural networks
- knowledge base
- incipient fault