Robust Open-Circuit Fault Diagnosis for PMSM Drives Using Wavelet Convolutional Neural Network With Small Samples of Normalized Current Vector Trajectory Graph.
Jun HangXiaoman ShuShichuan DingYourui HuangPublished in: IEEE Trans. Ind. Electron. (2023)
Keyphrases
- fault diagnosis
- analog circuits
- small samples
- convolutional neural network
- neural network
- expert systems
- fault detection
- operating conditions
- fault detection and diagnosis
- bp neural network
- fuzzy logic
- chemical process
- electronic equipment
- rotating machinery
- multiple faults
- condition monitoring
- sample size
- wavelet transform
- monitoring and fault diagnosis
- power transformers
- feature selection
- gas turbine
- face detection
- digital circuits
- multiresolution
- feature extraction
- accurate models
- data fusion