Fault Diagnosis of Inter-turn Short Circuit in Permanent Magnet Synchronous Motors with Current Signal Imaging and Semi-Supervised Learning.
Won-Ho JungSung-Hyun YunYoon-Seop LimSungjin CheongJaewoong BaeYong-Hwa ParkPublished in: IECON (2022)
Keyphrases
- semi supervised learning
- fault diagnosis
- short circuit
- semi supervised
- induction motor
- unlabeled data
- thin film
- labeled data
- expert systems
- supervised learning
- neural network
- fault detection
- unsupervised learning
- operating conditions
- fuzzy logic
- bp neural network
- condition monitoring
- training data
- active learning
- machine learning
- rbf neural network
- image processing
- computer vision
- learning algorithm
- vibration signal
- class labels
- artificial intelligence
- closed loop
- control scheme
- real time
- data points
- image segmentation