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Diagnostic and Testing Systems

Type of study Follow-up Master
Language of instruction Czech
Code 450-4014/01
Abbreviation DTS
Course title Diagnostic and Testing Systems
Credits 4
Coordinating department Department of Cybernetics and Biomedical Engineering
Course coordinator Ing. Vladimír Kašík, Ph.D.

Subject syllabus

Lectures:
Technical diagnosis, fundamental terms.Diagnostic models, classification, mathematical diagnostic models
Methods of classification, classificators
Electronic circuits automatic diagnostic systems. Fault models,automatic tests In Circuit, Boundary Scan, ASA
Signature analyzers, logic analyzers.
GPIB and VXI(MXI, PXI) buses in diagnostic systems.
Vibro-diagnostic signals analysis, sensors, signal analyse in time and frequency domain, fundamentals og frequency analysis theory
Aucoustic emission signal analysis. Continuous and impulse emission, cavitation, fault isolation.
Infrared diagnostic systems, thermo-TV systems
Diagnostic expert systems. Introduction to knowledge engineering.
Fuzzy logic diagnostic systems, fundamentals of fuzzy sets theory
Neural diagnostic systems, structure and types of artificial neural networks


Exercises:
Practises on mathematical diagnostic models
Practises on mathematical diagnostic models


Laboratories:
The use of Boundary-Scan system in digital circuits.
Diagnostic analyzer Teradyne Z1800.
Diagnostic analyzer Agilent TS5400 - Venturi. Introduction to system's architecture and basic functions. Software TestExec SL.
Diagnostic analyzer Agilent TS5400 - Venturi. PCB test design and execution for passive electronic devices testing.
Diagnostic analyzer Agilent TS5400 - Venturi. PCB test design and execution for active electronic devices testing.
Diagnostic analyzer Agilent TS5400 - Venturi. Measurement errors verification in dependence on several measurement methods.


Computer labs:
Expert systems in digital circuits diagnosis
Introduction to FEL-Expert diagnostic system
Individual work - diagnostic model design and verification using FEL-Expert
Introduction to neural network - based diagnostic systems.
Individual work - neural network structure design and parametrs setting
The use of neural networks in technical diagnostics, excersises. Test.

Literature

Czichos, H.: Handbook of Technical Diagnostics. Springer eBooks, 2013. ISBN 978-3-642-25850-3 .
Klir, J. G. - Yuan, B.: Fuzzy theory & applications. Prentice Hall, New Jersey, 1997.

Advised literature

Nowicki, R. - Słowiński, R. – Stefanowski, J: Analysis of Diagnostic Symptoms in Vibroacoustic Diagnostics by Means of the Rough Sets Theory. Springer Verlag, 1992. ISBN: 978-90-481-4194-4 
Tzafestas, S.: Expert systems in engineering applications. Springer Verlag, 1993. ISBN: 978-3-642-84050-0 .