Seppo Sierla
Yliopistonlehtori
Yliopistonlehtori
T410 Dept. Electrical Engineering and Automation
Full researcher profile
https://research.aalto.fi/...
Email
[email protected]
Phone number
+358504090312
Areas of expertise
113 Computer and information sciences, 213 Electronic, automation and communications engineering, electronics, Software engineering, operating systems, man-computer interaction, Automation and systems technology
Honors and awards
Recognition award for the School of Electrical Engineering Bachelor Program for the academic year 2019-2020
Responsible teacher of “ELEC-C8224 Automation Systems 1”, which received the Recognition award for the School of Electrical Engineering Bachelor Program for the academic year 2019-2020. The award was given to the top 3 courses in the category of bachelor courses in the School of Electrical Engineering.
Award or honor granted for a specific work
Department of Electrical Engineering and Automation
Jan 2020
Recognition award for the School of Electrical Engineering Bachelor Program for the academic year 2018-2019
Responsible teacher of “ELEC-C8204 Automation Software Projects”, which received the Recognition award for the School of Electrical Engineering Bachelor Program for the academic year 2018-2019. The award was given to the top 3 courses in the category of bachelor courses in the School of Electrical Engineering.
Award or honor granted for a specific work
Department of Electrical Engineering and Automation
Jan 2019
Recognition award for the School of Electrical Engineering Bachelor Program for the academic year 2017-2018
Responsible teacher of “ELEC-C1210 Automation 1”, which received the Recognition award for the School of Electrical Engineering Bachelor Program for the academic year 2017-2018. The award was given to the top 3 courses in the category of bachelor courses in the School of Electrical Engineering (total 64 courses).
Award or honor granted for a specific work
Department of Electrical Engineering and Automation
Oct 2018
Recognition award for "Automation 1" course
Responsible teacher of ”Automation 1”, a compulsory bachelor course, which received the Recognition award from the vice-dean of teaching. The award was given to one course in each bachelor major. Automation 1 received the award for the major “Automation and Systems Technology” for the academic year 2015-2016.
Award or honor granted for a specific work
Department of Electrical Engineering and Automation
Jan 2016
Research groups
- Information Technologies in Industrial Automation, University Lecturer
Publications
Primary Frequency Control with an Air Handling Unit
Niko Karhula, Seppo Sierla, Heikki Ihasalo, Jaakko Ketomäki, Matti Huotari, Valeriy Vyatkin
2024
Energies
Digital Twins for Process Industries
Seppo Sierla
2024
Handbook of Digital Twins
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)
Using a digital twin as the objective function for evolutionary algorithm applications in large scale industrial processes
Miro Eklund, Seppo Sierla, Hannu Niemisto, Timo Korvola, Jouni Savolainen, Tommi Karhela
2023
IEEE Access
Cloud Computing Design Patterns for MLOps
Rakshith Subramanya, Paula Räisänen, Seppo Sierla, Valeriy Vyatkin
2023
IECON 2023 - 49th Annual Conference of the IEEE Industrial Electronics Society
Onsite Renewable Generation Time Shifting for Photovoltaic Systems
Rakshith Subramanya, Harri Aaltonen, Seppo Sierla, Valeriy Vyatkin
2023
2023 IEEE 32nd International Symposium on Industrial Electronics, ISIE 2023 - Proceedings
Artificial Intelligence for Electric Vehicle Infrastructure
Vidura Sumanasena, Lakshitha Gunasekara, Sachin Kahawala, Nishan Mills, Daswin De Silva, Mahdi Jalili, Seppo Sierla, Andrew Jennings
2023
Energies