Projects per year
Personal profile
Skills and expertise
- Hydrodynamics
- Navigation safety
- Energy efficiency
- Maritime transportation
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 3 Good Health and Well-being
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SDG 7 Affordable and Clean Energy
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 11 Sustainable Cities and Communities
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SDG 13 Climate Action
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Collaborations and top research areas from the last five years
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ESF: Electric Ship Factory
Pihlatie, M. (Owner), Saha, P. (Manager), Singh, P. (Participant), Tota, S. (Participant), Gulmez, Y. (Participant), Antila, M. (Participant), Paakkinen, M. (Participant), Hentunen, A. (Participant), Manderbacka, T. (Participant), Rehan, M. (Participant), Halmesmäki, W. (Participant) & Jenu, S. (Participant)
1/01/26 → 31/12/27
Project: Business Finland project
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BALTIC-FIT: Twinning to enable Baltic Sea vessels to meet Fit-for-55 regulations
Rahikainen, J. (Manager), Manderbacka, T. (Owner), Perälä, I. (Participant), Happonen, K. (Participant), Hänninen, S. (Participant), Martio, J. (Participant) & Sassi, J. (Participant)
1/09/24 → 31/08/27
Project: EU project
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MISSION: Maritime just-in-time optimization interoperable port call and voyage optimization tool
Sassi, J. (Manager), Manderbacka, T. (Owner), Rahikainen, J. (Participant), Zou, G. (Participant), Martio, J. (Participant), Hinkka, V. (Participant) & Pannila, N. (Participant)
1/01/24 → 30/06/27
Project: EU project
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R4C: Regions4Climate
Wendling, L. (Owner), Antuna Rozado, C. (Manager), Ikonen, V. (Participant), Laikari, A. (Participant), Sanchez Nieminen, G. (Participant), Dubovik, M. (Participant), Wiman, L. (Participant), Xenakis, M. (Participant), Warsta, L. (Participant), Tuomisto, M. (Participant), Kiviranta, K. (Participant), Thomasson, T. (Participant), Laitinen (she/her), E. (Participant), Manderbacka, T. (Participant), Hänninen, S. (Participant) & Hisoglu, S. (Participant)
1/01/23 → 31/12/27
Project: EU project
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BESPORT: Digitalization and decarbonization for business and environmentally sustainable ports
Zou, G. (Manager), Rummukainen, H. (Participant), Korvola, T. (Participant), Lastusilta, T. (Participant), Umer, A. (Participant), Rainio, K. (Participant), Kojo, L. (Participant), Antila, M. (Participant), Paakkinen, M. (Participant), Hinkka, V. (Participant) & Manderbacka, T. (Participant)
1/09/23 → 31/08/26
Project: Business Finland project
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A Stakeholder-Weighted AHP Comparison of Alternative Marine Fuels in Estonia’s Maritime Sector
Carjova, K., Aiken, D. M., Hilmola, O. P., Tapaninen, U. & Manderbacka, T., 2026, Reliability and Statistics in Transportation and Communication: Ecosystems for Smart Connectivity and Intelligent Mobility - Selected Papers from the 25th International Multidisciplinary Conference on Reliability and Statistics in Transportation and Communication, RelStat 2025. Kabashkin, I., Yatskiv, I. & Prentkovskis, O. (eds.). Springer, p. 396-410 15 p. (Lecture Notes in Networks and Systems, Vol. 1822 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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A hybrid deep learning method for the real-time prediction of collision damage consequences in operational conditions
Zhang, M., Wang, H., Conti, F., Manderbacka, T., Remes, H. & Hirdaris, S., 1 Apr 2025, In: Engineering Applications of Artificial Intelligence. 145, 110158.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access15 Link opens in a new tab Citations (Scopus) -
Assessing the potential of risk-based regulations for emerging maritime technologies
Kerem, K., Aiken, D. M., Carjova, K., Tapaninen, U. P. & Manderbacka, T., 15 Jun 2025, Proceedings of the 35th European Safety and Reliability Conference (ESREL2025) and the 33rd Society for Risk Analysis Europe Conference (SRA-E 2025) 15 – 19 June 2025, Stavanger, Norway. Research Publishing Services, p. 2732-2739Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Optimizing Cruise Ship Speed Incorporating Weather and Hotel Load Factors
Marashian, A., Waris, A., Razminia, A., Böling, J., Manderbacka, T., Vettor, R., Huotari, J., Gustafsson, W., Pirttikangas, M., Stigler, C., Björkqvist, J. & Manngård, M., 2024, 2024 European Control Conference, ECC 2024. IEEE Institute of Electrical and Electronic Engineers, p. 1642-1647Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
2 Link opens in a new tab Citations (Scopus) -
Engaging the Global Research Communities in Maritime Decarbonization
Manderbacka, T. & Forsström, E., 18 Oct 2023, Maritime Decarbonization: Practical Tools, Case Studies and Decarbonization Enablers. Lind, M., Lehmacher, W. & Ward, R. (eds.). Cham: Springer, p. 221-229Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Professional
2 Link opens in a new tab Citations (Scopus)