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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SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
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MixedFleet: Shared Situational Awareness for Optimized and Safe Mixed Fleets
Hakanen, T. (Manager), Kemppi, P. (Participant), Karjalainen, J. (Participant), Tikka, P. (Participant), Hentula, M. (Participant), Salo, M. (Participant), Tiusanen, R. (Participant), Malm, T. (Participant) & Berger, J. (Participant)
1/08/23 → 31/12/26
Project: Business Finland project
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AITOOLS1: AI toolbox for Lot-Size-One robot welding
Siren, M. (Manager), Revuelta, A. (Participant), Pulkkinen, A. (Owner), Aihkisalo, T. (Participant), Nagarajan, H. (Participant), Saukkoriipi, J. (Participant) & Tikka, P. (Participant)
1/12/22 → 30/11/24
Project: Business Finland project
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MURO: Multi-purpose Service Robotics as Operator Business
Hakanen, T. (Manager), Kemppi, P. (Participant), Salo, M. (Participant), Rantala, T. (Participant), Uimonen, M. (Participant), Karjalainen, J. (Participant), Tikka, P. (Participant), Halbach, E. (Participant), Aromaa, S. (Participant), Lammi, H. (Participant), Hakkarainen, M. (Participant), Heikkilä, T. (Participant), Hentula, M. (Participant), Honkamaa, P. (Participant), Kokkonen, A. (Participant), Malm, T. (Participant), Montonen, J. (Participant) & Nuutinen, M. (Participant)
1/03/21 → 30/03/23
Project: Business 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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Engineering Design and Manufacturing Digital Thread, Integrating Requirements Management and PLM Process
Brace, W. (Manager), Tikka, P. (Participant), Lyytinen, J. (Participant), Avikainen, T. (Participant) & Katajamäki, K. (Participant)
1/01/19 → 31/12/19
Project: Finnish government project
Research output
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Large Language Model hallucination mitigation in three industrial use cases
Tikka, P., Karjalainen, J., Alesani, A. & Goriachev, V., 2026, In: IEEE Access. 14, p. 25564-25576 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
In-Vessel Component Remote Maintenance path planning methods for plant architecture assessments
Tikka, P., Lyytinen, J., Brace, W., Staniforth, M. & Budden, S., Aug 2025, In: Fusion Engineering and Design. 217, 115110.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile24 Downloads (Pure) -
Offline LLM for assisted assembly process and safety observation
Tikka, P., Goriachev, V. & Hakanen, T. (Editor), 13 Nov 2025.Research output: Contribution to conference › Conference Poster › Scientific
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Shared situational awareness of mixed fleets for efficient and safe material handling
Hakanen, T., Karjalainen, J., Kemppi, P., Tikka, P., Berger, J., Karadeniz, S., Hentula, M. & Salo, M., 28 Jan 2025. 1 p.Research output: Contribution to conference › Conference Poster › Professional
Open AccessFile100 Downloads (Pure) -
Simulated installation of a breeding blanket segment in a two-port mover context
Tikka, P., Saarinen, H., Martikainen, H., Brace, W. (Contributor) & Lyytinen, J., Jun 2025, In: Fusion Engineering and Design. 215, 114989.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile88 Downloads (Pure)