Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctoral degree, Engineering and Technology, Helsinki University of Technology
Award Date: 17 Dec 2007
Master's degree, Engineering and Technology, Helsinki University of Technology
Award Date: 10 Jun 2003
Fingerprint
Dive into the research topics where Seppo Sierla is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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An overview of machine learning applications for smart buildings
Alanne, K. & Sierla, S., Jan 2022, In: Sustainable Cities and Society. 76, 12 p., 103445.Research output: Contribution to journal › Review Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)189 Downloads (Pure) -
A taxonomy of machine learning applications for virtual power plants and home/building energy management systems
Sierla, S., Pourakbari-Kasmaei, M. & Vyatkin, V., Apr 2022, In: Automation in Construction. 136, 18 p., 104174.Research output: Contribution to journal › Review Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)71 Downloads (Pure) -
Whitening CNN-Based Rotor System Fault Diagnosis Model Features
Miettinen, J., Nikula, R-P., Keski-Rahkonen, J., Fagerholm, F., Tiainen, T., Sierla, S. & Viitala, R., 1 May 2022, In: APPLIED SCIENCES. 12, 9, 22 p., 4411.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
A simulation environment for training a reinforcement learning agent trading a battery storage
Aaltonen, H., Sierla, S., Subramanya, R. & Vyatkin, V., 6 Sep 2021, In: Energies. 14, 17, 20 p., 5587.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)85 Downloads (Pure) -
A Virtual Power Plant Solution for Aggregating Photovoltaic Systems and Other Distributed Energy Resources for Northern European Primary Frequency Reserves
Subramanya, R., Yli-Ojanpera, M., Sierla, S., Holtta, T., Valtakari, J. & Vyatkin, V., Mar 2021, In: Energies. 14, 5, 23 p., 1242.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)73 Downloads (Pure)
Projects
- 6 Finished
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Take off 2 19388-A2002
Vyatkin, V., Azangoo, M., Lyu, T., Jhunjhunwala, P. & Sierla, S.
01/01/2020 → 31/12/2020
Project: EU: EIT
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SEED: Solid value of digitalisation in forest industry
01/09/2019 → 28/02/2022
Project: Business Finland: Other research funding
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Predictricity
Sierla, S., Hölttä, T., Karhula, N., Aaltonen, H., Subramanya, R. & Vyatkin, V.
01/04/2019 → 31/03/2022
Project: Business Finland: Other research funding
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AncillaryAI: AI Based Electricity Demand Response Market Predictor
Vyatkin, V., Giovanelli, C., Hölttä, T. & Sierla, S.
01/08/2018 → 31/03/2019
Project: Business Finland: Other research funding
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Raising the level of automation and quality in plant engineering
Karhela, T., Vyatkin, V., Buzhinskii, I., Sierla, S., Santillan Martinez, G. & Aarnio, P.
03/10/2016 → 31/12/2018
Project: Business Finland: Other research funding
Prizes
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Recognition award for "Automation 1" course
Sierla, Seppo (Recipient), 2016
Prize: Award or honor granted for a specific work
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Recognition award for the School of Electrical Engineering Bachelor Program for the academic year 2017-2018
Sierla, Seppo (Recipient), 4 Oct 2018
Prize: Award or honor granted for a specific work
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Recognition award for the School of Electrical Engineering Bachelor Program for the academic year 2018-2019
Sierla, Seppo (Recipient), 2019
Prize: Award or honor granted for a specific work
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Recognition award for the School of Electrical Engineering Bachelor Program for the academic year 2019-2020
Sierla, Seppo (Recipient), 2020
Prize: Award or honor granted for a specific work
Activities
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IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING
Seppo Sierla (Member)
21 Sep 2020 → 24 Sep 2020Activity: Participating in or organising an event types › Membership of an organizing committee or other positions of trust of a conference or a seminar
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IEEE International Conference on Emerging Technologies and Factory Automation
Seppo Sierla (Member)
13 Feb 2016 → 9 Sep 2016Activity: Participating in or organising an event types › Membership of a scientific or program committee of a conference or seminar
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1st International Workshop on Distributed Intelligent Automation Systems associated with the 13th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA-15) Helsinki, Aug 20-22, 2015, Finland
Seppo Sierla (Contributor)
2015Activity: Talk or presentation types › Conference presentation
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ETFA 2015 - IEEE International Conference on Emerging Technology & Factory Automation, Track 1, Luxembourg, Sep 8-11, 2015, Luxemburg
Seppo Sierla (Contributor)
2015Activity: Talk or presentation types › Conference presentation
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International Workshop on Distributed Intelligent Automation Systems
Seppo Sierla (Member)
2015Activity: Participating in or organising an event types › Membership of a scientific or program committee of a conference or seminar
Press / Media
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Aalto University Researchers Add New Study Findings to Research in Energy (A Simulation Environment for Training a Reinforcement Learning Agent Trading a Battery Storage)
Seppo Sierla & Valeriy Vyatkin
24/09/2021
1 item of Media coverage
Press/Media: Media appearance