An uncertainty perception metric network for machinery fault diagnosis under limited noisy source domain and scarce noisy unknown domain.
Changdong WangJingli YangHuamin JieBowen TianZhenyu ZhaoYongqi ChangPublished in: Adv. Eng. Informatics (2024)
Keyphrases
- fault diagnosis
- domain adaptation
- expert systems
- neural network
- cross domain
- operating conditions
- monitoring and fault diagnosis
- chemical process
- fault detection
- transfer learning
- domain specific
- distance metric
- rotating machinery
- electronic equipment
- gas turbine
- artificial intelligence
- condition monitoring
- data mining
- power transformers
- prior knowledge
- knowledge discovery
- target domain
- bp neural network
- source domain
- fault detection and diagnosis
- genetic algorithm
- wavelet transform