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: 31 Dec 2002
Master's degree, Engineering and Technology, Tampere University of Technology
Award Date: 31 Oct 1996
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Dive into the research topics where Tommi Karhela 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
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Deep reinforcement learning for fuel cost optimization in district heating
Deng, J., Eklund, M., Sierla, S., Savolainen, J., Niemistö, H., Karhela, T. & Vyatkin, V., Dec 2023, In: Sustainable Cities and Society. 99, 10 p., 104955.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Downloads (Pure) -
Using a digital twin as the objective function for evolutionary algorithm applications in large scale industrial processes
Eklund, M., Sierla, S., Niemisto, H., Korvola, T., Savolainen, J. & Karhela, T., 2023, In: IEEE Access. 11, p. 24185-24202 18 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)53 Downloads (Pure) -
Software-Defined Decentralized Domestic Wastewater Treatment: 1st Milestone
Pang, C., Wu, D., Dai, W., Mikola, A., Karhela, T. A. & Vyatkin, V., 18 Oct 2020, Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, IECON 2020. IEEE, p. 3841-3846 6 p. 9254581. ( Proceedings of the Annual Conference of the IEEE Industrial Electronics Society).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
2 Citations (Scopus) -
Applying graph matching techniques to enhance reuse of plant design information
Rantala, M., Niemistö, H., Karhela, T., Sierla, S. & Vyatkin, V., 1 May 2019, In: Computers in Industry. 107, p. 81-98 18 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile10 Citations (Scopus)92 Downloads (Pure) -
An Integrated Implementation Methodology of a Lifecycle-wide Tracking Simulation Architecture
Martinez, G. S., Karhela, T., Ruusu, R., Sierla, S. & Vyatkin, V., 2018, In: IEEE Access. 6, p. 15391-15407Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile18 Citations (Scopus)211 Downloads (Pure)
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Meyer Veturi Sierla: Kumppanuusmalli - INDECS Meyer Veturi Sierla
Sierla, S., Aaltonen, H., Karhela, T., Häkkinen, L., Seilonen, I. & Karhula, N.
01/01/2023 → 31/12/2025
Project: Business Finland: Strategic centres for science, technology and innovation (SHOK)
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19388-A1903 Technol workstream
Vyatkin, V., Karhela, T. & Lyu, T.
01/08/2019 → 31/12/2019
Project: EU: EIT
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Virtual Upscaling: Virtual Upscaling through Modelling Factory
Vyatkin, V., Gulzar, K. & Karhela, T.
01/01/2018 → 31/12/2018
Project: EU: Framework programmes funding
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Raising the level of automation and quality in plant engineering
Vyatkin, V., Buzhinskii, I., Santillan Martinez, G., Aarnio, P., Karhela, T. & Sierla, S.
03/10/2016 → 31/12/2018
Project: Business Finland: Other research funding
Press/Media
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New Engineering Findings from Department of Information Technology Described (Using a Digital Twin as the Objective Function for Evolutionary Algorithm Applications in Large Scale Industrial Processes)
23/03/2023
1 item of Media coverage
Press/Media: Media appearance