Team

Area of scientific interests:

• Trusted, secure, and explainable artificial intelligence, interpretation, and verification of machine learning models
• system analysis, data analysis, optimization, and decision support for industrial power generation and consumption facilities
• generative artificial intelligence, large language models, intelligent agents, and knowledge management methods
• time series analysis, forecasting of power consumption and renewable energy generation, hydrological forecasting

Area of scientific interests:

• mathematical modeling, computational mathematics, and numerical methods
• artificial intelligence, machine learning, and data mining in the power industry
• explainable artificial intelligence, knowledge extraction, and knowledge representation

Area of scientific interests:

• Intelligent robotics, software and algorithmic support for robotic systems used to inspect energy facilities
• data analysis, monitoring and diagnostics of power systems and electrical engineering systems, decision support systems
• renewable and distributed energy, generation forecasting and planning the placement of renewable energy facilities

Area of scientific interests:

• Land hydrology, hydrometeorology, hydrological and water management calculations, hydrometry, and river flow research
• mathematical and conceptual modeling of hydrological processes, forecasting inflow, floods, and other hydrological characteristics
• hydropower, modeling and optimization of water-energy regimes of hydroelectric power stations and reservoirs

Area of scientific interests:

• Intelligent decision support systems, machine learning, and artificial intelligence methods in managing complex systems
• technology transfer and commercialization, university entrepreneurship, startups, and the development of university innovation ecosystems
• innovation management, organizational and management mechanisms for the development of small innovative enterprises, and assessment of their innovative potential

Area of scientific interests:

• Renewable energy, forecasting and modeling of renewable energy generation, optimization of the location and operation modes of energy facilities
• artificial intelligence, machine learning, computer vision, and intelligent data analysis in the power industry

Area of scientific interests:

• The sociology of management, professional socialization, and professional development of engineering and technical personnel
• the social and humanitarian aspects of implementing artificial intelligence in the energy sector, and the interaction between humans and intelligent systems

Area of scientific interests:

• Artificial intelligence and machine learning in the energy sector, forecasting electricity consumption by enterprises, explainable artificial intelligence
• digital twins, intelligent and multi‑agent systems for managing energy facilities, optimization of consumption modes and electricity storage systems

Area of scientific interests:

• Intelligent robotics, route planning for robotic systems, computer vision for monitoring and diagnostics of power equipment
• positioning systems, spatial data, and 3D modeling for inspection tasks and digital representation of power facilities

Area of scientific interests:

• Mathematical and numerical modeling of physical processes, electromagnetic and temperature fields in electrical equipment
• technical diagnostics and monitoring of high‑voltage electrical equipment, thermal imaging diagnostics and analysis of temperature fields

Area of scientific interests:

• Design, prototyping, and construction of mobile robotic systems, mechatronic and electromechanical systems
• optics, optoelectronic systems, cameras, machine vision, and integration of sensor devices for monitoring and diagnostics of energy facilities

Area of scientific interests:

• Automatic systematization and annotation of data for tasks in smart energy and robotics, optimization of data processing and analysis processes
• information and cyber‑physical security in energy, software security and network information infrastructure security

Area of scientific interests:

• Planning and optimization of operating modes of power generation facilities

Area of scientific interests:

• Digital twins and intelligent data analysis in the power industry