The design of Cyber-Physical Systems (CPS) requires multi-disciplinary skills. In particular, the combined knowledge of various disciplines such as, control theory, signal processing, fault detection, and real-time computing, is crucial for the effective developments of CPS. Consequently, the course aims at providing to the students basics on such thematic areas considering a system-oriented approach. Moreover, also innovative methodologies for fault diagnosis and protection of CPS will be discussed considering the direct study of advanced research papers.
Curriculum
scheda docente
materiale didattico
- Modeling CPS
- Communication standards and technologies for CPS
- Real time system
- Advanced data fusion model: inference techniques
- Fault diagnosis: model based detection-isolation-identification of anomalies
- Model based anomaly detection for cyber attacks
Scientific papers
Mutuazione: 20802136 CYBER PHYSICAL SYSTEMS in Ingegneria gestionale e dell'automazione LM-32 N0 CAVONE GRAZIANA
Programma
- Introduction to CPS: applications and evolution- Modeling CPS
- Communication standards and technologies for CPS
- Real time system
- Advanced data fusion model: inference techniques
- Fault diagnosis: model based detection-isolation-identification of anomalies
- Model based anomaly detection for cyber attacks
Testi Adottati
Notes of the courseScientific papers
Modalità Erogazione
Il corso viene erogato attraverso lezioni frontali classiche e attività di esercitazione in aula e in laboratorio su problemi di definizione e progettazione di sistemi Cyber Physical.Modalità Frequenza
Attendance in person is strongly recommended.Modalità Valutazione
Written test, oral test, project evaluation, test in itinere.
scheda docente
materiale didattico
- Modeling CPS
- Communication standards and technologies for CPS
- Real time system
- Advanced data fusion model: inference techniques
- Fault diagnosis: model based detection-isolation-identification of anomalies
- Model based anomaly detection for cyber attacks
Scientific papers
Mutuazione: 20802136 CYBER PHYSICAL SYSTEMS in Ingegneria gestionale e dell'automazione LM-32 N0 CAVONE GRAZIANA
Programma
- Introduction to CPS: applications and evolution- Modeling CPS
- Communication standards and technologies for CPS
- Real time system
- Advanced data fusion model: inference techniques
- Fault diagnosis: model based detection-isolation-identification of anomalies
- Model based anomaly detection for cyber attacks
Testi Adottati
Notes of the courseScientific papers
Modalità Erogazione
Il corso viene erogato attraverso lezioni frontali classiche e attività di esercitazione in aula e in laboratorio su problemi di definizione e progettazione di sistemi Cyber Physical.Modalità Frequenza
Attendance in person is strongly recommended.Modalità Valutazione
Written test, oral test, project evaluation, test in itinere.