The course Adaptive Learning, Estimation and Supervision of Dynamical Systems (38095) is offered to students enrolled in the Master degree in Computer Engineering.
The course is the natural continuation of the Identificazione dei Modelli e Analisi dei Dati (IMAD) course, with the further topic of fault diagnosis, nowadays a fundamental part to implement predictive maintenance concepts from an industry 4.0 perspective.
At the end of the course, the student will be able to:
- Employ and implement recursive and adaptive estimation methods
- Estimate models of dynamical systems in state-space form and with multiple-inputs and multiple-outputs
- Estimate models of dynamical systems under closed-loop conditions
- Define and solve industrial fault diagnosis problems, identifying its main components and envisage a possible solution using a model-based approach
All materials are available on the course Teams.