Special topics (Intelligent Control and Fault Diagnosis)
- 1-Introductions on Intelligent ControlWeek 1
2- Control using traditional machine learning theories
Static NN: ANN, RBFWeeks,2,3
3-Control using deep learning theories and Like RNN approaches
Week 4
4- Reinforcement LearningWeek 5,6
5- Introductions on Fault DiagnosisWeek7
6- Intelligent Model Based ApproachesWeek 8
7-FDI using traditional machine learning theories like ANN, RBF, SVMWeek 9,10
8-FDI using deep learning theories: Stacked AE-based approaches, DBN-based approache