Valeriy Vyatkin
Professori
Professori
T410 Dept. Electrical Engineering and Automation
Full researcher profile
https://research.aalto.fi/...
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
Proposing and Prototyping an Extension to the Adapter Concept in the IEC 61499 Standard
Pranay Jhunjhunwala, Valeriy Vyatkin
2022
IEEE Access
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 Review of Reinforcement Learning Applications to Control of Heating, Ventilation and Air Conditioning Systems
Seppo Sierla, Heikki Ihasalo, Valeriy Vyatkin
2022
Energies
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