Advances In Cyber-Physical Systems
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Item 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 UniversityIt 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.