Special topics (Intelligent Control and Fault Diagnosis)
- Introductions on Intelligent Control
- Control using traditional ML, StaticNN:ANN,RBF
- Control using deep learning Like RNN approaches
- RL in Control
- Introductions on FD
- Intelligent ModelBased Approaches
- FDI using traditional ML theories likeANN,RBF,SVM
- FDIusingdeeplearning: StackedAE-basedapproaches, Weeks11-14
DBN-basedapproaches,CNN-basedapproaches,
ResNet-basedapproaches,Transferlearning