Laboratory "Digital modeling of industrial systems"
Head of Laboratory
Gintciak, Aleksei Mikhailovich
Publications
36
Citations
24
h-index
3
Authorization required.
The main activity of the laboratory is the development and research of mathematical and simulation models to support decision–making in industrial and sociotechnical systems, including using tools based on artificial intelligence technologies.
- Mathematical modeling
- Digital modeling
- Simulation modeling
- Optimization algorithms
- Game Theory
- Artificial intelligence
Research directions
Development of a research base for intelligent multi-agent systems
+
Development of methods for modeling multi-agent interactions in complex technical and socio-economic systems for continuous optimization of technological processes in key sectors of the economy, including mechanical engineering, energy and oil and gas industries.
Development of a digital modeling tool base based on artificial intelligence technologies
+
Development of a set of intelligent tools that provide multi-stage data processing, support for the development and research of digital models, optimization of computational experiments, as well as processing of hybrid digital models.
Development of digital models of socio-economic processes
+
Development of decision support tools for managing socio-economic processes based on appropriate digital models.
Development of digital models of production processes by economic sectors
+
Development of algorithms and software tools for optimizing production processes based on their technical and economic characteristics. Development of decision support systems based on digital modeling tools.
Development of the methodological base for digital modeling of industrial systems
+
Development of a comprehensive methodology and software tools for digital modeling of sociotechnical and production systems in order to improve the quality of management decisions and optimize the activities of companies in the real sector of the economy.
Publications and patents
Partners
Lab address
Санкт-Петербург, Политехническая улица, 29
Authorization required.