Valeriy Vyatkin

T410 Dept. Electrical Engineering and Automation
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  • Information Technologies in Industrial Automation


Application of reinforcement learning for energy consumption optimization of district heating system

Jifei Deng, Miro Eklund, Seppo Sierla, Jouni Savolainen, Hannu Niemistö, Tommi Karhela, Valeriy Vyatkin 2023 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE)

Mass customization with reinforcement learning: Automatic reconfiguration of a production line

Jifei Deng, Seppo Sierla, Jie Sun, Valeriy Vyatkin 2023 Applied Soft Computing

Offline reinforcement learning for industrial process control: a case study from steel industry

Jifei Deng, Seppo Sierla, Jie Sun, Valeriy Vyatkin 2023 Information Sciences (Elsevier)

Automatic Generation of Data centre Digital Twins for Virtual Commissioning of their Automation Systems

Nikolai Galkin, Michail Ruchkin, Valeriy Vyatkin, Chen Wei Yang, Viktor Dubinin 2023 IEEE Access

Mechatronic Swarm and its Virtual Commissioning

Tuojian Lyu, Andrei Lashchev, Sandeep Patil, Udayanto Dwi Atmojo, Valeriy Vyatkin 2023 Proceedings - 2023 IEEE International Conference on Mechatronics, ICM 2023

Bidding a Battery on Electricity Markets and Minimizing Battery Aging Costs: A Reinforcement Learning Approach

Harri Aaltonen, Seppo Sierla, Ville Kyrki, Mahdi Pourakbari‐kasmaei, Valeriy Vyatkin 2022 Energies

A Methodology for Generating a Digital Twin for Process Industry: A Case Study of a Fiber Processing Pilot Plant

Mohammad Azangoo, Lotta Sorsamaki, Seppo A. Sierla, Teemu Matasniemi, Miia Rantala, Kari Rainio, Valeriy Vyatkin 2022 IEEE Access

Reinforcement learning approach to implementation of individual controllers in data centre control system

Yulia Berezovskaya, Chen Wei Yang, Valeriy Vyatkin 2022 2022 IEEE 20th International Conference on Industrial Informatics, INDIN 2022

Imbalanced multiclass classification with active learning in strip rolling process

Jifei Deng, Jie Sun, Wen Peng, Dianhua Zhang, Valeriy Vyatkin 2022 KNOWLEDGE-BASED SYSTEMS

Reinforcement learning for industrial process control

Jifei Deng, Seppo Sierla, Jie Sun, Valeriy Vyatkin 2022 Computers in Industry