Jifei Deng

Doctoral Researcher
Doctoral 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, Doctoral 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