Valeriy Vyatkin
Professori
Professori
T410 Dept. Electrical Engineering and Automation
Full researcher profile
https://research.aalto.fi/...
Sähköposti
valeriy.vyatkin@aalto.fi
Puhelinnumero
+358505780001
Tutkimusryhmät
- Information Technologies in Industrial Automation
Julkaisut
A Multi-Agent Reinforcement Learning Approach to real-time Demand Response in Cruise Ship Cabins
Harri Aaltonen, Markus Häkkinen, Udayanto Dwi Atmojo, Valeriy Vyatkin
2025
2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation, ETFA 2025 - Proceedings
Reinforcement Learning Environment for Demand Controlled Cabin Ventilation in Demand Response
Harri Aaltonen, Laura Hakkinen, Valeriy Vyatkin
2025
2025 IEEE 34th International Symposium on Industrial Electronics, ISIE 2025
Physics-informed generative regression for industrial process modeling in steel strip rolling
Jifei Deng, Seppo Sierla, Jie Sun, Valeriy Vyatkin
2025
Expert Systems with Applications
Optimal Function Block Distribution for IEC 61499 Distributed Control Application
Vahid Ehteshami Bojnurdi, Valeriy Vyatkin, Udayanto Atmojo, Tuojian Lyu
2025
2024 IEEE 3rd Industrial Electronics Society Annual On-Line Conference, ONCON 2024
Commissioning of Industrial Automation Systems Using IEC 61499
Pranay Jhunjhunwala, Valeriy Vyatkin
2025
2025 IEEE 34th International Symposium on Industrial Electronics, ISIE 2025
Reducing Commissioning Efforts in the Process Industry Through Open Standards
Emil Karlsson, Pranay Jhunjhunwala, Pirya Devi, Tommi Niininen, Harry Nyquist, Valeriy Vyatkin
2025
2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation, ETFA 2025 - Proceedings
Exploring Safe Reinforcement Learning Using Safety Shields Derived With System-Theoretic Process Analysis: A Case-Study on a Cruise Ship Hotel System
Akira King, Erald Shahinas, Udayanto Dwi Atmojo, Valeriy Vyatkin
2025
2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)
LLM-based Iterative Refinement of Finite-State Machines with STPA Controller Constraints and Generation of IEC 61499 Code
Akira King, Valeriy Vyatkin
2025
2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)
Computing Performance Analysis of IEC 61499 Distributed Automation Systems
Tuojian Lyu, Valeriy Vyatkin
2025
2025 International Conference on Industrial Technology, ICIT 2025 - Proceedings
LLM4VC: Harnessing Large Language Models for Virtual Commissioning of IEC 61499 Automation Systems
Tuojian Lyu, Udayanto Dwi Atmojo, Valeriy Vyatkin
2025
2025 IEEE 34th International Symposium on Industrial Electronics, ISIE 2025