CTU FEE Moodle
Diagnostics and Testing
B232 - Summer 23/24
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Diagnostics and Testing - BE3M38DIT1
| Credits | 6 |
| Semesters | Winter |
| Completion | Assessment + Examination |
| Language of teaching | English |
| Extent of teaching | 2P+2L |
Annotation
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.
Study targets
No data.
Course outlines
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
Exercises outlines
No data.
Literature
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
Requirements
No data.