Academic Degrees: Ph.D., Moscow State Mining University — NUST MISIS.
English level: Advanced
09.06.01 — Informatics and computer engineering.
Supervisor’s research interests:
- Soft computing models in technological processes control problems.
- Modeling of transport and technological operations using geoinformation data.
- Development of predictive models for evaluation of the complex systems state based on machine learning methods.
Research area of the supervisor:
The methods and models of intelligent control in complex socio-technical systems.
List of research projects
- Development and research of a complex of computational models for building a control mechanism for a family of robotic objects of a mining and transport complex (RFBR).
- Development of models and methods for analyzing activities and visualizing the behavior of complex multidimensional objects (RSF, participant).
- Development of construction methods and models for the functioning of a digital platform for managing transport and technological processes in the extraction of mineral raw materials (RSF).
List of possible research topics
- Designing and researching some algorithms for a group of autonomous transport agents control using dynamic 3D models (digital shadows).
- Developing the models for predicting of the dynamic processes parameters based on inductive learning mechanisms.
Supervisor’s specific requirements:
Experience of independent development of computer programs.
Knowledge of the basics of applied mathematical statistics and data mining technologies.
Main publication
- Вин Зо Хтей, Певзнер Л.Д., Темкин И.О. Алгоритмическое и аппаратное обеспечение бортовой информационной системы шагающего драглайна. Горный информационно-аналитический бюллетень,2019, № 2, с
190-196. - Темкин И.О., Мясков А.В., Дерябин С.А., Конов И.С. О методах построения и функционировании цифровой платформы управления транспортно-технологическими процессами в карьерах. Горный журнал, № 11, 2019, стр.56-64.
- Temkin I.O., Deryabin S.A., Konov I.S., Kim M.V. Possible Architecture and Some Neuro-Fuzzy Algorithms of an Intelligent Control System for Open Pit Mines Transport Facilities. Frontiers in Artificial Intelligence and Applications, 2019, vol. 320, pp.
412-420. - Temkin, I., Klebanov, D., Deryabin, S., Konov, I.Predictive Analytics in Mining. Dispatch System Is the Core Element of Creating Intelligent Digital Mine. 2020 Communications in Computer and Information Science 1201 CCIS, с.
365-374. - Temkin, I.O., Klebanov, D.A., Deryabin, S.A., Konov, I.S. Construction of intelligent geoinformation system for a mine using forecasting analytics techniques | [ПОСТРОЕНИЕ ИНТЕЛЛЕКТУАЛЬНОЙ ГЕОИНФОРМАЦИОННОЙ СИСТЕМЫ ГОРНОГО ПРЕДПРИЯТИЯ С ИСПОЛЬЗОВАНИЕМ МЕТОДОВ ПРОГНОЗНОЙ АНАЛИТИКИ]. Mining Informational and Analytical Bulletin 2020(3), с.
114-125. - Temkin I.O., Deryabin S.A., Konov I.S. Soft computing models in an intellectual open-pit mines transport control system. Procedia Computer Science ISSN
1887-0509,2017, vol.120, pp.441-446. - Kramarov, S.O., Mityasova, O.Y., Temkin, I.O., Khramov, V.V. Delaunay triangulation-based methodology of intelligent navigation and control of mobile objects. Mining Informational and Analytical Bulletin, 2021, 2021(2), p.
87–98 - Temkin, I.O., Myaskov, A.V., Deryabin, S.A., Rzazade, U.A. Digital twins and modeling of the transporting-technological processes for on-line dispatch control in open pit mining. Eurasian Mining, 2020, 2020(2), р.
55–58 - Temkin, I.O., Myaskov, A.V., Konov, I.S., Deryabin, S.A. Construction and functioning of digital platform for transportation control in opencast mines. Gornyi Zhurnal, 2019, 2019(11), р.
82–86