Jifei Deng
Postdoctoral Researcher
Postdoctoral Researcher
T410 Dept. Electrical Engineering and Automation
Full researcher profile
https://research.aalto.fi/...
Sähköposti
[email protected]
Puhelinnumero
+358468496581
Tutkimusryhmät
- Information Technologies in Industrial Automation, Postdoctoral Researcher
Julkaisut
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
Sustainable Cities and Society
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)
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