Projects 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):
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Dive into the research topics where Mikko Tahkola is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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FASTEST: Fast-Track hybrid testing platform for the development of battery systems
Urishov, D. (Manager), Jenu, S. (Participant), Hentunen, A. (Participant), Tahkola, M. (Participant), Saha, P. (Participant) & Zeb, A. (Participant)
1/06/23 → 30/06/26
Project: EU project
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BATMAX: Battery management by multi-domain digital twins
Pihlatie, M. (Manager), Urishov, D. (CoPI), Hentunen, A. (Participant), Jenu, S. (Participant), Tahkola, M. (Participant), Haavisto, J. (Participant), Singh, P. (Participant), Saha, P. (Participant) & Tota, S. (Participant)
1/05/23 → 31/10/26
Project: EU project
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AIMODE: Development of Artificial Intelligence and Machine Learning for Online Perception and Operating Mode Optimization in Process Industry
Linnosmaa, J. (Manager), Zeb, A. (Participant), Saarela, O. (Participant), Seppi, M. (Participant), Aho, J. (Participant) & Tahkola, M. (Participant)
1/09/22 → 31/08/25
Project: Business Finland project
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HiECSs: High-Speed Electromechanical Energy Conversion Systems
Pippuri-Mäkeläinen, J. (Manager), Keränen, J. S. (Participant), Tahkola, M. (Participant), Farzam Far, M. (Participant), Lindroos, T. (Participant), Metsä-Kortelainen, S. (Participant), Vehviläinen, M. (Participant), Riipinen, T. (Participant), Manninen, A. (Participant) & Rahkola, P. (Participant)
1/01/22 → 31/12/26
Project: Academy of Finland project
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ECO-Fusion: Finnish Ecosystem for Industrial Fusion Technology
Hakola, A. (Manager), Airila, M. (Participant), Brace, W. (Participant), Ryynänen, T. (Participant), Hakkarainen, M. (Participant), Leskinen, A. (Participant), Kirjasuo, A. (Participant), Aalto, T. (Participant), Shahwar, D. (Participant), Harjanne, M. (Participant), Hokkanen, A. (Participant), Järvinen, A. (Participant), Kapulainen, M. (Participant), Paul, S. (Participant), Salmi, A. (Participant), Sun, F. (Participant), Tala, T. (Participant), Wälchli, B. (Participant), Avikainen, T. (Participant), Majaniemi, S. (Participant), Laukkanen, A. (Participant), Suhonen, T. (Participant), Aho, J. (Participant), Baumann Duran, A. (Participant), Goel, S. (Participant), Korhonen, T. (Participant), Linnala, L. (Participant), Lukin, J. (Participant), Pakarinen, O. (Participant), Pinomaa, T. (Participant), Pohja, R. (Participant), Ren, S. (Participant), Tahkola, M. (Participant), Norrman, S. (Participant), Szogradi, M. (Participant), Aho-Mantila, L. (Participant), Karhunen, J. (Participant), Likonen, J. (Participant), Saari, S. (Participant), Lavonen, T. (Participant), Leskinen, A. (Participant), Hakkarainen, T. (Participant), Verma, N. (Participant), Viitanen, K. (Participant), Viitanen, A. (Participant), Snicker, A. (Participant), Apilo, T. (Participant), Huuhanmäki, J. (Participant), Soppela, O. (Participant), Kurki, S. (Participant), Martins, J. (Participant), Rökman, J. (Participant), Wallin, A. (Participant), Bryant, K. (Participant), Katajamäki, K. (Participant), Kokkonen, P. (Participant), Lyytinen, J. (Participant), Lyytinen, T. (Participant), Kit, A. (Participant), Bruncrona, A. (Participant), Jordan, D. (Participant), Martikainen, H. (Participant), Saarinen, H. (Participant), Siuko, M. (Participant), Siren, M. (Participant), Tikka, P. (Participant), Truong, V. D. (Participant), Uusi-Illikainen, M. (Participant), Zeb, A. (Participant), Alanen, J. (Participant), Kaartinen, D. (Participant), Saifi, Q. (Participant), Dif, B. (Participant), Heikinheimo, J. (Participant), Harviainen, T. (Participant), Peng, C. Y. (Participant), Arffman, P. (Participant), Lappalainen, P. (Participant), Moilanen, P. (Participant), Freimanis, A. (Participant), Helminen, A. (Participant), Immonen, E. (Participant), Tyrväinen, T. (Participant), Rainio, K. (Participant), Kilpeläinen, P. (Participant), Sipola, T. (Participant), Strömmer, E. (Participant), Tanskanen, A. (Participant), Tenhunen, J. (Participant), Vaarala, T. (Participant), Ylisaukko-oja, A. (Participant), Liinasuo, M. (Participant), Salonen, T.-T. (Participant), Tammentie, B. (Participant), Jokinen, T. (Participant), Kaarmila, P. (Participant), Koskinen, J. (Participant), Heikkilä, J. (Participant), Malm, T. (Participant), Sarsama, J. (Participant), Välisalo, T. (Participant), Alamäki, M. (Participant) & Pennala, R. (Participant)
1/01/21 → 30/06/24
Project: Business Finland project
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3D Multibody Simulation of Realistic Rolling Bearing Defects for Fault Classifier Development
Vehviläinen, M., Tahkola, M., Keränen, J., El Bouharrouti, N., Rahkola, P., Halme, J., Pippuri-Mäkeläinen, J. & Belahcen, A., Oct 2024, 2024 International Conference on Electrical Machines, ICEM 2024. IEEE Institute of Electrical and Electronic Engineers, 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Robust Development of Active Learning-based Surrogates for Induction Motor
Keränen, J., Tahkola, M., Råback, P., Gonzalez, A., Mukherjee, V. & Pippuri-Mäkeläinen, J., 1 Mar 2024, In: IEEE Transactions on Magnetics. 60, 3, p. 1-4 4 p., 8201404.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)40 Downloads (Pure) -
A Novel Machine Learning-Based Approach for Induction Machine Fault Classifier Development—A Broken Rotor Bar Case Study
Tahkola, M. (Corresponding Author), Szücs, Á., Halme, J., Zeb, A. & Keränen, J., 2 May 2022, In: Energies. 15, 9, 23 p., 3317.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Citations (Scopus)53 Downloads (Pure) -
ATSC-NEX: Automated Time Series Classification With Sequential Model-Based Optimization and Nested Cross-Validation
Tahkola, M. (Corresponding Author) & Zou, G., 11 Apr 2022, In: IEEE Access. 10, p. 39299-39312 14 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access5 Citations (Scopus) -
Transient Modeling of Induction Machine Using Artificial Neural Network Surrogate Models
Tahkola, M. (Corresponding Author), Mukherjee, V. & Keränen, J., 1 Sept 2022, In: IEEE Transactions on Magnetics. 58, 9, 4 p., 7402204.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access3 Citations (Scopus)