Seppo A. Sierla

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 8

Top Topics

Probabilistic Neural Network

Reinforcement Learning

Production Line

Industrial Processes

Top Venues

Publications

Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin
Dynamic Modeling of Strip Rolling Process Using Probabilistic Neural Network. AMC (2024)
Rakshith Subramanya, Aaltonen Harri, Seppo A. Sierla, Valeriy Vyatkin
Onsite Renewable Generation Time Shifting for Photovoltaic Systems. ISIE (2023)
Miro Eklund, Seppo A. Sierla, Hannu Niemistö, Timo Korvola, Jouni Savolainen, Tommi A. Karhela
Using a Digital Twin as the Objective Function for Evolutionary Algorithm Applications in Large Scale Industrial Processes. IEEE Access 11 (2023)
Rakshith Subramanya, Paula Räisänen, Seppo A. Sierla, Valeriy Vyatkin
Cloud Computing Design Patterns for MLOps: Applications to Virtual Power Plants. IECON (2023)
Mohammad Azangoo, Seppo A. Sierla, Valeriy Vyatkin
Sitting on a gold mine: the story of the process industry's automatic formation of a digital twin. CoRR (2023)
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)