Valeriy Vyatkin

Professori
Professori
T410 Dept. Electrical Engineering and Automation
Full researcher profile
https://research.aalto.fi/...

Contact information

Phone number
+358505780001

Research groups

  • Information Technologies in Industrial Automation

Publications

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

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

On Modelling of Edge Datacentre Microgrid for Participation in Smart Energy Infrastructures

Nikolai Galkin, Chen-Wei Yang, Yulia Berezovskaya, Mattias Vesterlund, Valeriy Vyatkin 2022 IEEE Open Journal of the Industrial Electronics Society

Monitoring design pattern for distributed automation systems in IEC 61499 and its formal modelling

Pranay Jhunjhunwala, Alois Zoitl, Udayanto Dwi Atmojo, Valeriy Vyatkin 2022 2022 IEEE 31st International Symposium on Industrial Electronics, ISIE 2022

On enhancing reconfigurability of I/O connection and access in IEC 61499

Tuojian Lyu, Udayanto Dwi Atmojo, Valeriy Vyatkin 2022 2022 IEEE 31st International Symposium on Industrial Electronics, ISIE 2022

A taxonomy of machine learning applications for virtual power plants and home/building energy management systems

Seppo Sierla, Mahdi Pourakbari-Kasmaei, Valeriy Vyatkin 2022 Automation in Construction