Seppo Sierla

Yliopistonlehtori
Yliopistonlehtori
T410 Dept. Electrical Engineering and Automation
Full researcher profile
https://research.aalto.fi/...

Contact information

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 "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

Bidding a Battery on Electricity Markets and Minimizing Battery Aging Costs: A Reinforcement Learning Approach

Harri Aaltonen, Seppo Sierla, Ville Kyrki, Mahdi Pourakbari‐kasmaei, Valeriy Vyatkin 2022 Energies

An overview of machine learning applications for smart buildings

Kari Alanne, Seppo Sierla 2022 Sustainable Cities and Society

A Methodology for Generating a Digital Twin for Process Industry: A Case Study of a Fiber Processing Pilot Plant

Mohammad Azangoo, Lotta Sorsamaki, Seppo A. Sierla, Teemu Matasniemi, Miia Rantala, Kari Rainio, Valeriy Vyatkin 2022 IEEE Access

Reinforcement learning for industrial process control

Jifei Deng, Seppo Sierla, Jie Sun, Valeriy Vyatkin 2022 Computers in Industry

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 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

Exploiting Battery Storages With Reinforcement Learning: A Review for Energy Professionals

Rakshith Subramanya, Seppo A. Sierla, Valeriy Vyatkin 2022 IEEE Access

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