Conditional GAN and 2-D CNN for Bearing Fault Diagnosis With Small Samples.
Jinsong YangJie LiuJingsong XieChangda WangTianqi DingPublished in: IEEE Trans. Instrum. Meas. (2021)
Keyphrases
- small samples
- fault diagnosis
- monitoring and fault diagnosis
- markov fields
- sample size
- neural network
- model selection
- expert systems
- accurate models
- fault detection and diagnosis
- rotating machinery
- feature selection
- fault detection
- multiple faults
- operating conditions
- power transformers
- regression trees
- support vector machine
- gas turbine
- rbf neural network
- condition monitoring
- bp neural network
- analog circuits
- fuzzy logic
- electronic equipment
- structuring elements
- feature set
- control system
- feature extraction
- multi sensor information fusion