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
Although not mandatory, attendance is strongly recommended in consideration of the strong link existing between the theoretical part of the subject matter and the applications.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
Although not mandatory, attendance is strongly recommended in consideration of the strong link existing between the theoretical part of the subject matter and the applications.Modalità Valutazione
Written test, oral test, project evaluation, test in itinere.