Application of neural networks for predicting hot-rolled strip crown
Deng, Jifei, Sun, Jie, Peng, Wen, Hu, Yaohui, Zhang, Dianhua
Published in Applied soft computing (01.05.2019)
Published in Applied soft computing (01.05.2019)
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Journal Article
Strip Crown Prediction in Hot Rolling Process Using Random Forest
Sun, Jie, Deng, Jifei, Peng, Wen, Zhang, Dianhua
Published in International journal of precision engineering and manufacturing (01.02.2021)
Published in International journal of precision engineering and manufacturing (01.02.2021)
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Journal Article
Reinforcement learning for industrial process control: A case study in flatness control in steel industry
Deng, Jifei, Sierla, Seppo, Sun, Jie, Vyatkin, Valeriy
Published in Computers in industry (01.12.2022)
Published in Computers in industry (01.12.2022)
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Journal Article
Offline reinforcement learning for industrial process control: A case study from steel industry
Deng, Jifei, Sierla, Seppo, Sun, Jie, Vyatkin, Valeriy
Published in Information sciences (01.06.2023)
Published in Information sciences (01.06.2023)
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Journal Article
Mass customization with reinforcement learning: Automatic reconfiguration of a production line
Deng, Jifei, Sierla, Seppo, Sun, Jie, Vyatkin, Valeriy
Published in Applied soft computing (01.09.2023)
Published in Applied soft computing (01.09.2023)
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Journal Article
Imbalanced multiclass classification with active learning in strip rolling process
Deng, Jifei, Sun, Jie, Peng, Wen, Zhang, Dianhua, Vyatkin, Valeriy
Published in Knowledge-based systems (14.11.2022)
Published in Knowledge-based systems (14.11.2022)
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Journal Article
Deep reinforcement learning for fuel cost optimization in district heating
Deng, Jifei, Eklund, Miro, Sierla, Seppo, Savolainen, Jouni, Niemistö, Hannu, Karhela, Tommi, Vyatkin, Valeriy
Published in Sustainable cities and society (01.12.2023)
Published in Sustainable cities and society (01.12.2023)
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Journal Article
Dynamic Modeling of Strip Rolling Process Using Probabilistic Neural Network
Deng, Jifei, Sierla, Seppo, Sun, Jie, Vyatkin, Valeriy
Published in 2024 IEEE 18th International Conference on Advanced Motion Control (AMC) (28.02.2024)
Published in 2024 IEEE 18th International Conference on Advanced Motion Control (AMC) (28.02.2024)
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Conference Proceeding
Application of reinforcement learning for energy consumption optimization of district heating system
Deng, Jifei, Eklund, Miro, Sierla, Seppo, Savolainen, Jouni, Niemisto, Hannu, Karhela, Tommi, Vyatkin, Valeriy
Published in 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE) (19.06.2023)
Published in 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE) (19.06.2023)
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Conference Proceeding
Portable handheld radio audio amplifier
LI CHAO, DENG JIFEI, LIU GUOHUA, LI FEI, SUN DIANMIN, LIU QUAN, HE QIANGWEN
Year of Publication 21.07.2023
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Year of Publication 21.07.2023
Patent
Engineering management guardrail connecting device
DENG JIFEI, ZHU XIUGANG, CHI FUXIN, LI WEI, ZHANG YANCHAO, WANG JIEBO
Year of Publication 05.11.2021
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Year of Publication 05.11.2021
Patent
Rolling process fault diagnosis method based on unbalanced data
DING JINGGUO, DENG JIFEI, WANG LONGJUN, PENG WEN, SUN JIE, ZHANG DIANHUA
Year of Publication 30.07.2021
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Year of Publication 30.07.2021
Patent