A novel domain generalization network with multidomain specific auxiliary classifiers for machinery fault diagnosis under unseen working conditions.
Rui WangWeiguo HuangYixiang LuXiao ZhangJun WangChuancang DingChangqing ShenPublished in: Reliab. Eng. Syst. Saf. (2023)
Keyphrases
- fault diagnosis
- operating conditions
- domain specific
- neural network
- expert systems
- training examples
- fault detection
- fault detection and diagnosis
- gas turbine
- bp neural network
- chemical process
- power transformers
- analog circuits
- monitoring and fault diagnosis
- electronic equipment
- training set
- network structure
- rotating machinery
- fuzzy logic
- rbf neural network
- industrial systems
- condition monitoring
- fault identification
- artificial intelligence
- power plant
- support vector
- network parameters
- fault detection and isolation
- soft computing methods
- training data
- feature selection
- failure diagnosis
- training samples
- fuzzy sets
- multiple faults
- feature extraction
- tennessee eastman
- multi sensor information fusion