Jifei Deng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Multiclass Classification

Production Line

Reinforcement Learning

Top Venues

Appl. Soft Comput.

Knowl. Based Syst.

Publications

Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin
Dynamic Modeling of Strip Rolling Process Using Probabilistic Neural Network. AMC (2024)
Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin
Mass customization with reinforcement learning: Automatic reconfiguration of a production line. Appl. Soft Comput. 145 (2023)
Jifei Deng, Miro Eklund, Seppo A. Sierla, Jouni Savolainen, Hannu Niemistö, Tommi Karhela, Valeriy Vyatkin
Application of reinforcement learning for energy consumption optimization of district heating system. ISIE (2023)
Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin
Offline reinforcement learning for industrial process control: A case study from steel industry. Inf. Sci. 632 (2023)
Jifei Deng, Seppo Sierla, Jie Sun, Valeriy Vyatkin
Reinforcement learning for industrial process control: A case study in flatness control in steel industry. Comput. Ind. 143 (2022)
Jifei Deng, Jie Sun, Wen Peng, Dian-hua Zhang, Valeriy Vyatkin
Imbalanced multiclass classification with active learning in strip rolling process. Knowl. Based Syst. 255 (2022)
Jifei Deng, Jie Sun, Wen Peng, Yaohui Hu, Dian-hua Zhang
Application of neural networks for predicting hot-rolled strip crown. Appl. Soft Comput. 78 (2019)