
PRODUCTION SETUP
Original Paper
UDC 622.271.68.002.611 © D.A. Klebanov, M.A. Makeev, 2022
ISSN 0041-5790 (Print) • ISSN 2412-8333 (Online) • Ugol’ – Russian Coal Journal, 2022, № 8, pp. 112-115
DOI: http://dx.doi.org/10.18796/0041-5790-2022-8-112-115
Title
Digital advisers for the coal industry. Methodology of implementation
Authors
Klebanov D.A.1, Makeev M.A.1,2
1 IPKON RAS, Moscow, 111020, Russian Federation
2 Piklema LLC, Moscow, 107078, Russian Federation
Authors Information
Klebanov D.A., PhD (Engineering), Head of Intelligent Systems and Digital Technologies Laboratory, e-mail: Klebanov_d@ipkonran.ru
Makeyev M.A., Manging Director, Junior Research Associate, e-mail: mm@piklema.com
Abstract
The article identifies factors that indicate the relevance of finding new tools for efficient and safe mining of solid minerals based on advances in predictive analytics methods. These methods take into account the trends in big data analysis in the mining sector. An example is given on implementation of a new class of information systems, i.e. the "digital advisers", which use information from ming dispatching systems, MES, as the input data. The article presents a methodology for launching initiatives to apply predictive analytics to optimize production, as well as a procedure for introducing digital advisors of dump truck drivers.
Keywords
Coal industry, Digital advisors, Mine Fleet Management System, Big Data, Analytical systems, Mine Fleet Dispatching System, Artificial Intelligence.
References
1. Trubetskoy K.N., Kuleshov A.A., Klebanov A.F. & Vladimirov D.Ya. State-of-the-art management systems of mining transport complexes. St. Petersburg, Nauka Publ., 2007, 306 p. (In Russ.).
2. Trubetskoy K.N., Rylnikova M.V., Klebanov D.A. & Makeyev M.A. Scientific and technical issues in changing management of open-pit mining operations through implementation of robotic mining equipment. Gornaya promyshlennost?, 2017, (5), pp. 27-30. (In Russ.).
Acknowledgements
The research was financially supported by the Russian Science Foundation Grant No.22-17-00142
For citation
Klebanov D.A. & Makeev M.A. Digital advisers for the coal industry. Methodology of implementation.Ugol’, 2022, (8), pp. 112-115. (In Russ.). DOI: 10.18796/0041-5790-2022-8-112-115.
Paper info
Received July 18, 2022
Reviewed July 20, 2022
Accepted July 25, 2022