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Digital factory 2.0

Type of study Follow-up Master
Language of instruction Czech
Code 352-0559/01
Abbreviation DT20
Course title Digital factory 2.0
Credits 5
Coordinating department Department of Control Systems and Instrumentation
Course coordinator doc. Ing. David Fojtík, Ph.D.

Subject syllabus

1. Introduction to the Subject, Design and Structure of the Digital Factory.
2. Introduction to smart sensors and sensors with a focus on transport and handling.
3. Introduction to contactless and optical sensors.
4. Introduction to image data processing.
5. The Internet of Things and its importance in the digital factory.
6. Computer data networks in digital factories.
7. Wireless computer networks in digital factories.
8. Industrial communication standards and communication protocols.
9. Introduction to Relational Databases and SQL Server.
10. TSQL Basics - Data mining and evaluation.
11. Digital twin, implementation in digital factory.
12. Automatic data evaluation and introduction to artificial intelligence.
13. Neural networks, types of neural networks, training methods.
14. Granting credits.

Literature

FRANK, Randy. Understanding smart sensors. 3rd ed. Boston: Artech House, c2013. Artech House integrated microsystems library. ISBN 978-1-60807-507-2
HAUS, Jörg. Optical sensors: basics and applications. [Hoboken]: John Wiley & Sons, 2010. Wiley series in probability and statistics. ISBN 978-3-527-62943-5.
MARSHALL, Perry S. a John S. RINALDI. Industrial Ethernet: how to plan, install, and maintain TCP/IP Ethernet networks. 2nd ed. Research Triangle Park: ISA, c2005. ISBN 1-55617-892-1.
KELLENBERGER, Kathi. Beginning T-SQL. Third edition. New York, NY: Distributed to the Book trade worldwide by Springer Science+Business Media, [2014]. ISBN 1484200470 .
HORNBERG, Alexander, ed. Handbook of machine and computer vision: the guide for developers and users. Second, revised and updated edition. Weinheim, Germany: Wiley-VCH, [2017]. ISBN 9783527413409 .

Advised literature

SANTOS, José Luís a Faramarz FARAHI, ed. Handbook of optical sensors. Boca Raton: CRC Pres, Taylor & Francis Group, [2015]. ISBN 978-1-4398-6685-6.
BEN-GAN, Itzik. T-SQL fundamentals. Third edition. Redmond, Washington: Microsoft Press. ISBN 9781509302000 .