USE OF HYBRID MODELS IN METALLURGY WITHIN THE CONCEPT OF INDUSTRY 4.0

1 ŠPIČKA Ivo
Co-authors:
1 HEGER Milan 1 ZIMNÝ Ondřej 1,2 TYKVA Tomáš 1 ŠPIČKOVÁ Dagmar
Institutions:
1 VSB - Technical University of Ostrava, Ostrava, Czech Republic, EU
2 Business Intelligence, Ltd., Ostrava, Czech Republic, EU
Conference:
27th International Conference on Metallurgy and Materials, Hotel Voronez I, Brno, Czech Republic, EU, May 23rd - 25th 2018
Proceedings:
Proceedings 27th International Conference on Metallurgy and Materials
Pages:
1829-1834
ISBN:
978-80-87294-84-0
ISSN:
2694-9296
Published:
24th October 2018
Proceedings of the conference were published in Web of Science and Scopus.
Metrics:
22 views / 5 downloads
Abstract

Vision Industry 4.0 also includes a digital factory. Its core is based on the ideas of cyber-physics systems, models using all available modelling methods, artificial intelligence that includes fuzzy systems, artificial neural networks, expert systems, etc.This concept is also beneficial to the metallurgical industry, where many systems have been developed, although not under the conception of Industry 4.0, in the past. The article aims to show how the ideas of Industry 4.0 can be used in the blast furnace batch preparation, i.e. in the agglomeration plant.

Keywords: modelling, control, artificial intelligence, fuzzy logic, metallurgical industry
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