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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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Physics-informed generative regression for industrial process modeling in steel strip rolling
Deng, J., Sierla, S., Sun, J. & Vyatkin, V., 5 Jul 2025, In: Expert Systems with Applications. 282, 12 p., 127713.Research output: Contribution to journal › Article › Scientific › peer-review
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Digital Twins for Process Industries
Sierla, S., 2024, Handbook of Digital Twins. CRC Press, p. 441-455 15 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific
Open AccessFile1 Citation (Scopus)2 Downloads (Pure) -
Primary Frequency Control with an Air Handling Unit
Karhula, N., Sierla, S., Ihasalo, H., Ketomäki, J., Huotari, M. & Vyatkin, V., Aug 2024, In: Energies. 17, 15, 15 p., 3777 .Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)20 Downloads (Pure) -
Application of reinforcement learning for energy consumption optimization of district heating system
Deng, J., Eklund, M., Sierla, S., Savolainen, J., Niemistö, H., Karhela, T. & Vyatkin, V., 31 Aug 2023, 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE). IEEE, 6 p. ( Proceedings of the IEEE International Symposium on Industrial Electronics).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile74 Downloads (Pure) -
Artificial Intelligence for Electric Vehicle Infrastructure: Demand Profiling, Data Augmentation, Demand Forecasting, Demand Explainability and Charge Optimisation
Sumanasena, V., Gunasekara, L., Kahawala, S., Mills, N., De Silva, D., Jalili, M., Sierla, S. & Jennings, A., Mar 2023, In: Energies. 16, 5, 18 p., 2245.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile18 Citations (Scopus)208 Downloads (Pure)
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Meyer Veturi Sierla: Kumppanuusmalli - INDECS Meyer Veturi Sierla
Sierla, S. (Principal investigator)
01/01/2023 → 31/12/2025
Project: BF Co-Innovation
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Multi-Energy VPP: Adaptive Multi-Energy Virtual Power Plant for a Complex of Buildings
Sierla, S. (Principal investigator)
01/09/2022 → 31/08/2026
Project: RCF Academy Project
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R2B BatteryMonetizer: R2B BatteryMonetizer
Sierla, S. (Principal investigator)
01/06/2022 → 31/12/2023
Project: BF R2B
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SEED: Solid value of digitalisation in forest industry
Sierla, S. (Principal investigator)
01/09/2019 → 28/02/2022
Project: Business Finland: Other research funding
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Predictricity
Sierla, S. (Principal investigator)
01/04/2019 → 31/03/2022
Project: Business Finland: Other research funding
Prizes
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Recognition award for "Automation 1" course
Sierla, S. (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, S. (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, S. (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, S. (Recipient), 2020
Prize: Award or honor granted for a specific work
Activities
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IEEE International Symposium on Information Theory
Sierla, S. (Member)
26 Jun 2022 → 1 Jul 2022Activity: Participating in or organising an event types › Membership of a scientific or program committee of a conference or seminar
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IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING
Sierla, S. (Member)
21 Sept 2020 → 24 Sept 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
Sierla, S. (Member)
13 Feb 2016 → 9 Sept 2016Activity: Participating in or organising an event types › Membership of a scientific or program committee of a conference or seminar
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Chen-Wei Yang
Sierla, S. (Host)
1 Jan 2015Activity: Hosting a visitor types › Hosting an academic visitor
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IEEE International Conference on Emerging Technologies and Factory Automation
Sierla, S. (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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Findings on Technology Detailed by Investigators at Aalto University (Deep Reinforcement Learning for Fuel Cost Optimization In District Heating)
Karhela, T., Sierla, S. & Vyatkin, V.
08/02/2024
1 item of Media coverage
Press/Media: Media appearance
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Study Findings from Aalto University Provide New Insights into Technology (Offline Reinforcement Learning for Industrial Process Control: a Case From Steel)
02/06/2023
1 item of Media coverage
Press/Media: Media appearance
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Study Data from Aalto University Provide New Insights into Mathematics (Reinforcement Learning for Industrial Process Control: a Case Study In Flatness Control In Steel Industry)
07/12/2022
1 item of Media coverage
Press/Media: Media appearance
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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)
Sierla, S., Aaltonen, H. & Vyatkin, V.
24/09/2021
1 item of Media coverage
Press/Media: Media appearance