Valeriy Vyatkin

Professori
Professori
T410 Dept. Electrical Engineering and Automation
Full researcher profile
https://research.aalto.fi/...
Telefonnummer
+358505780001

Forskningsgrupp

  • Information Technologies in Industrial Automation

Publikationer

Toolset Development for Modelling Sympathetic Phenomenon and its Detection by a Neural Network

Nikolai Galkin, Chen Wei Yang, Nicholas Etherden, Math Bollen, Valeriy Vyatkin, Yiming Wu 2024 2023 IEEE 2nd Industrial Electronics Society Annual On-Line Conference, ONCON 2023

Debugging approach for IEC 61499 control applications in FBME

Daniil Akifev, Tatiana Liakh, Polina Ovsiannikova, Radimir Sorokin, Valeriy Vyatkin 2023 2023 IEEE 32nd International Symposium on Industrial Electronics, ISIE 2023 - Proceedings

Application of Deep Learning Method to Estimate Bottomhole Pressure Dynamics of Oil Wells

Haibo Cheng, Shichao Li, Peng Zeng, Valeriy Vyatkin 2023 2023 IEEE 32nd International Symposium on Industrial Electronics, ISIE 2023 - Proceedings

Deep Learning-Based Prediction of Subsurface Oil Reservoir Pressure Using Spatio-Temporal Data

Haibo Cheng, Yunpeng He, Peng Zeng, Shichao Li, Valeriy Vyatkin 2023 IECON 2023 - 49th Annual Conference of the IEEE Industrial Electronics Society

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)

Deep reinforcement learning for fuel cost optimization in district heating

Jifei Deng, Miro Eklund, Seppo Sierla, Jouni Savolainen, Hannu Niemistö, Tommi Karhela, Valeriy Vyatkin 2023