Moodle FEL ČVUT
Diagnostics and Testing
B232 - Letní 23/24
Diagnostics and Testing - BE3M38DIT1
| Kredity | 6 |
| Semestry | zimní |
| Zakončení | zápočet a zkouška |
| Jazyk výuky | angličtina |
| Rozsah výuky | 2P+2L |
Anotace
The course aims to introduce students to the problems of modelling and fault detection, ensuring fault tolerance, monitoring the operational status of complex industrial components and autonomous systems, non-destructive testing and diagnostics of electronic devices with analogue and digital circuits.
Cíle studia
Žádná data.
Osnovy přednášek
1. Basic concepts, examples of applications, diagnostics, prognosis
2. Reliability, fault tolerance
3. Static / dynamic / analytical redundancy, Byzantine failure
4. FMEA / FMECA, FTA
5. Fault models, detection using signal / object models
6. Sources and sensing of diagnostic signals for machine condition monitoring, signal preprocessing,
7. Extraction of features, spectral, envelope, cepstral analysis
8. Analysis of non-stationary signals, order analysis, plausibility checks, fuzzy approach for fault detection
9. Condition monitoring using sound&noise, beamforming
10. Non-destructive testing, detection and localization, POD curve, impulse and continuous acoustic emission
11. Non-destructive testing by ultrasound, eddy currents, active thermography
12. Testing of analog, digital and mixed circuits,
13. In-circuit methods, Built-in Self Test, Design for Test
14. Test design, test compression, Boundary Scan
2. Reliability, fault tolerance
3. Static / dynamic / analytical redundancy, Byzantine failure
4. FMEA / FMECA, FTA
5. Fault models, detection using signal / object models
6. Sources and sensing of diagnostic signals for machine condition monitoring, signal preprocessing,
7. Extraction of features, spectral, envelope, cepstral analysis
8. Analysis of non-stationary signals, order analysis, plausibility checks, fuzzy approach for fault detection
9. Condition monitoring using sound&noise, beamforming
10. Non-destructive testing, detection and localization, POD curve, impulse and continuous acoustic emission
11. Non-destructive testing by ultrasound, eddy currents, active thermography
12. Testing of analog, digital and mixed circuits,
13. In-circuit methods, Built-in Self Test, Design for Test
14. Test design, test compression, Boundary Scan
Osnovy cvičení
Žádná data.
Literatura
Mandatory:
Iserman, R., Fault-Diagnosis Systems: An Introduction from Fault Detection to Fault Tolerance, Springer 2006
Reccomended:
Iserman, R., Fault-diagnosis applications: model-based condition monitoring: actuators, drives, machinery, plants, sensors, and fault-tolerant systems, Springer 2011, elektronicky dostupná přes http://cvut.summon.serialssolutions.com
Iserman, R., Fault-Diagnosis Systems: An Introduction from Fault Detection to Fault Tolerance, Springer 2006
Reccomended:
Iserman, R., Fault-diagnosis applications: model-based condition monitoring: actuators, drives, machinery, plants, sensors, and fault-tolerant systems, Springer 2011, elektronicky dostupná přes http://cvut.summon.serialssolutions.com
Požadavky
Žádná data.