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
Date
2018-02-01
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Lviv Politechnic Publishing House
Abstract
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.
Description
Keywords
Industry 4.0, Big Data, Predictive analytics, smart agents, cybernetic systems
Citation
Kupin A. 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 / Andrey Kupin, Rodion Ivchenko // Advances in Cyber-Physical Systems. — Lviv : Lviv Politechnic Publishing House, 2018. — Vol 3. — No 1. — P. 33–43.