Vyacheslav V. Potekhin
Associate Professor of Higher School of Management of Cyber-physical Systems
Director of Northwestern Interuniversity Regional Educational and Scientific Center «Polytech-Cyberphysics»
PhD of Technical SciencesEnglish proficiency:
Fluent
Research projects:
- Intelligent control algorithms
- Adaptive intelligent manufacturing control systems
- Aspects of smart manufacturing via agent-based approach
Research topics:
- Development of an adaptive deep learning controller for a PID process
- Smart energy control of an isolated power grid
- Development of an architecture for digital twins of control systems
- Industrial IIoT networks, collection and processing/analysis of big data
- Integration with information systems and development of software for controlling robots and complexes
Field of study:
Automated control systems
Research interests:
- Development of cyberphysical systems, implying a tight interaction between humans and robots, is certainly modern trend.
- Cyberphysical systems affect production processes to the extent that they are compared with the Indusry 4.0.
- Basic research develops innovative technologies, software and hardware solutions for industrial automation and high-tech control systems
Specific requirement:
- Industrial electronics
- Mechatronic systems
- Robotic systems
- Industrial Internet of Things
Main publications:
- MDFT-GAN: A Multi-Domain Feature Transformer GAN for Bearing Fault Diagnosis Under Limited and Imbalanced Data Conditions, C Guo, VV Potekhin, P Li, EA Kovalchuk, J Lian, Applied Sciences 15 (11), 6225, 2025.
- The improved mountain gazelle optimizer for spatiotemporal support vector regression: a novel method for railway subgrade settlement prediction integrating multi-source information, G Chen, S Zhao, P Li, S Wang, X Zhou, V Potekhin, Applied Intelligence 55 (6), 1−20, 2025
- Fault localization using sliding adaptive data segmentation and improved k-nearest neighbour with application to railway track circuits, S Zhao, G Chen, P Li, J Shi, V Potekhin, Computers and Electrical Engineering 122, 109 929, 2025
- POSSIBILITIES OF UTILIZING ARTIFICIAL INTELLIGENCE FOR CONTROLLING TECHNICAL PARAMETERS OF PRIMARY AND SECONDARY COOLING CIRCUITS OF VVER-1000 (1200) NUCLEAR REACTORS, VV Potekhin, A Bahrami, A Mishra, Annals of DAAAM & Proceedings 35, 2024
Olympiad Profiles:
- Computer & Data Science