Data-Driven Feature Extraction for Analog Circuit Fault Diagnosis Using 1-D Convolutional Neural Network.
Huahui YangChen MengCheng WangPublished in: IEEE Access (2020)
Keyphrases
- fault diagnosis
- analog circuits
- convolutional neural network
- data driven
- feature extraction
- neural network
- face detection
- expert systems
- fuzzy logic
- fault detection
- face recognition
- fault detection and diagnosis
- operating conditions
- power transformers
- feature selection
- multiple faults
- condition monitoring
- digital circuits
- gas turbine
- extracted features
- wavelet transform
- monitoring and fault diagnosis
- bp neural network
- image processing
- chemical process
- rotating machinery
- feature vectors
- electronic equipment
- machine learning
- texture features
- feature set
- feature space
- power plant
- low cost
- object detection
- multi sensor information fusion