Seppo Sierla
Yliopistonlehtori
Yliopistonlehtori
T410 Dept. Electrical Engineering and Automation
Full researcher profile
https://research.aalto.fi/...
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 "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
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 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 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
Research groups
- Information Technologies in Industrial Automation, University Lecturer
Publications
An overview of machine learning applications for smart buildings
Kari Alanne, Seppo Sierla
2022
Sustainable Cities and Society
A taxonomy of machine learning applications for virtual power plants and home/building energy management systems
Seppo Sierla, Mahdi Pourakbari-Kasmaei, Valeriy Vyatkin
2022
Automation in Construction
Whitening CNN-Based Rotor System Fault Diagnosis Model Features
Jesse Miettinen, Riku-Pekka Nikula, Joni Keski-Rahkonen, Fredrik Fagerholm, Tuomas Tiainen, Seppo Sierla, Raine Viitala
2022
APPLIED SCIENCES
A simulation environment for training a reinforcement learning agent trading a battery storage
Harri Aaltonen, Seppo Sierla, Rakshith Subramanya, Valeriy Vyatkin
2021
Energies
Hybrid Digital Twin for process industry using Apros simulation environment
Mohammad Azangoo, Joonas Salmi, Iivo Yrjölä, Jonathan Bensky, Gerardo Santillan, Nikolaos Papakonstantinou, Seppo Sierla, Valeriy Vyatkin
2021
Proceedings - 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2021
Solar Irradiance Nowcasting for Virtual Power Plants Using Multimodal Long Short-Term Memory Networks
Dilantha Haputhanthri, Daswin De Silva, Seppo Sierla, Damminda Alahakoon, Rashmika Nawaratne, Andrew Jennings, Valeriy Vyatkin
2021
Frontiers in Energy Research
Robust multi‐step predictor for electricity markets with real‐time pricing
Sachin Kahawala, Daswin De Silva, Seppo Sierla, Damminda Alahakoon, Rashmika Nawaratne, Evgeny Osipov, Andrew Jennings, Valeriy Vyatkin
2021
Energies
Validating the Real-Time Performance of Distributed Energy Resources Participating on Primary Frequency Reserves
Niko Karhula, Seppo Sierla, Valeriy Vyatkin
2021
Energies
Roadmap to semi-automatic generation of digital twins for brownfield process plants
Seppo Sierla, Mohammad Azangoo, Kari Rainio, Nikolaos Papakonstantinou, Alexander Fay, Petri Honkamaa, Valeriy Vyatkin
2021
Journal of Industrial Information Integration
A Virtual Power Plant Solution for Aggregating Photovoltaic Systems and Other Distributed Energy Resources for Northern European Primary Frequency Reserves
Rakshith Subramanya, Matti Yli-Ojanpera, Seppo Sierla, Taneli Holtta, Jori Valtakari, Valeriy Vyatkin
2021
Energies