455-0107/01 – Diagnostic and Testing Systems (DTS)
Gurantor department | Department of Measurement and Control | Credits | 4 |
Subject guarantor | Ing. Vladimír Kašík, Ph.D. | Subject version guarantor | Ing. Vladimír Kašík, Ph.D. |
Study level | undergraduate or graduate | Requirement | Choice-compulsory |
Year | | Semester | summer |
| | Study language | Czech |
Year of introduction | 2002/2003 | Year of cancellation | 2002/2003 |
Intended for the faculties | FEI | Intended for study types | Master |
Subject aims expressed by acquired skills and competences
The goal of subject is introduce students on methods and tools of modern computer aided automatic diagnostic systems.
Students will be acquainted with fundamental principles of non-destructive diagnostics namely complex electronics circuits including methods of artificial intelligence.
Teaching methods
Summary
There are explaining base notions and characteristics of technical diagnostics an reliability theory of systems. The course is focused on the area of fault detection, failure analysis using diagnostic signals analysis, automatic tests for complex electronic components and circuits, methods of knowledge fault diagnosis.
Compulsory literature:
M. Kreidl, Diagnostické systémy, skriptum ČVUT, nakladatelství ČVUT 1995
Hlavička J., Kottek E., Zelený J.: Diagnostika elektronických číslicových obvodů. SNTL/ALFA (1982).
Drábek, V.: Spolehlivost a diagnostika. Praha (1986).
Hlavička J. a kol.: Diagnostika mikroprocesorových systémů. ČSVTS, sv. 8, díl 1, (1985).
Schoen, J. M.: Performance and Fault Modelling with VHDL. Prentice Hall (1992).
Bednařík, J. a kol.: Technika spolehlivosti v technické praxi, SNTL 1990
Klinger D.J., Nakada Y., Menedez M.M.: AT&T Reliability Manual, VNR New York 1990
J. Hlavička, S. Racek, P. Golan, T. Blažek: Číslicové systémy odolné proti poruchám, ČVUT Praha 1992
J. Adámek: Kódování, SNTL Praha 1989
Recommended literature:
Studijní materiály pro studenty kombinovaného studia jsou k dispozici na adrese http://kat455.vsb.cz
Way of continuous check of knowledge in the course of semester
Verification of study:
90 points for elaboration of 3 written tests
Conditions for credit:
10 points for elaboration of laboratory reports
E-learning
Other requirements
Prerequisities
Subject has no prerequisities.
Co-requisities
Subject has no co-requisities.
Subject syllabus:
Lectures:
Technical diagnosis, fundamental terms
Diagnostic models, classification, mathematical diagnostic models
Methods of classification, classificators
Vibro-diagnostic signals analysis, sensors, signal analyse in time and frequency domain, fundamentals og frequency analysis theory
Audio-signals analysis, fault detection
Infrared diagnostic systems
Thermo-vision systems
Diagnostic defectoscopy systems
Electronic circuits automatic diagnostic systems
Fault models,automatic tests In Circuit, Boundary Scan, ASA
Diagnostic analyse apparatus, diagnostic forms, automatic testers of functions
Logic analysers
Diagnostic expert systems
Fuzzy logic diagnostic systems, fundamentals of fuzzy sets theory
Neural diagnostic systems, structure and types of artificial neural networks
Knowledge based diagnostic systems design methodology, knowledge engineering
Exercises:
Practises on mathematical diagnostic models
Practises on mathematical diagnostic models
Practises on classificators
Practises on signal frequency analyse
Diagnostic expert systems
Neural networks using in technical diagnosis
Laboratories:
Measurement technology in defectoscopy
Diagnostic analysers using in non-destructive diagnosis
Computer labs:
Practises on signal frequency analysis
Thermo-vision diagnostic systems
Failure models, testing In Circuit, Boundary Scan, ASA
Expert systems in diagnosis
Expert systems design methodology
Neural networks in technical diagnosis
Conditions for subject completion
Occurrence in study plans
Occurrence in special blocks
Assessment of instruction
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