Advances In Cyber-Physical Systems

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Methodology for the construction of predictive analysis systems as exemplified by the mining equipment in the big data environment using smart agents and cybernetic systems
(Lviv Politechnic Publishing House, 2018-02-01) Kupin, Andrey; Ivchenko, Rodion; Kryvyi Rih National University
It is necessary to determine the optimal methodology for the system of predictive analysis of equipment to prevent emergency situations. The system may include, in particular: data input/reading from sensors, processing/storage of information in a database using algorithms for processing Big Data and decision trees [1]. Identifying possible types of problems and making decisions on how to respond to them; training the system for more accurate response and decision-making.
Intelligent control of repair process of industrial facilities with distributed infrastructure on the basis of CPS
(Publishing House of Lviv Polytechnic National University, 2016) Kupin, Andriy; Muzyka, Ivan; Romanov, Maksim; Ruban, Sergii; Savitskyi, Oleksandr; Kharlamenko, Vadym; SIHE “Kryvyi Rih National University”; PJSC “ArcelorMittal Kryvyi Rih”
The paper presents a brief description of engineering and scientific problems which arise at the steel plant PJSC “ArcelorMittal Kryvyi Rih” when organizing a repair workshop to fix industrial equipment. The attention is paid to innovative methods of repair process based on intelligent agents and Industry 4.0 principles.