Sparse Sample Train Axle Bearing Fault Diagnosis: A Semi-Supervised Model Based on Prior Knowledge Embedding.
Yaxin LiSuchao XieJiacheng WangJing ZhangHongyu YanPublished in: IEEE Trans. Instrum. Meas. (2023)
Keyphrases
- fault diagnosis
- semi supervised
- monitoring and fault diagnosis
- prior knowledge
- labeled data
- unlabeled data
- neural network
- semi supervised learning
- expert systems
- rbf neural network
- fuzzy logic
- bp neural network
- fault detection
- electronic equipment
- operating conditions
- power transformers
- active learning
- fault detection and diagnosis
- rotating machinery
- condition monitoring
- gas turbine
- industrial systems
- chemical process
- failure diagnosis
- pairwise
- high dimensional
- fault identification
- real time
- steam turbine
- soft computing methods
- multiple faults
- analog circuits
- supervised learning
- power plant
- fault detection and isolation
- fault tree
- electrical power systems
- support vector
- training data