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 Satu-Marja Mäkelä is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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tExtended: Knowledge Based Framework for Extended Textile Circulation
Heikkilä, P., Järvinen, S., Mäkelä, S., Torvinen, K., Saarimäki, E., Kamppuri, T., Pinto-Seppä, I., Orko, I., Tanner, H., Salo, M., Wiman, H., Petänen, P., Sormunen, T., Mahlamäki, E., Mäkelä, M., Määttänen, M., Vehviläinen, M., Valtanen, K., Jurmu, M., Raipale, N., Nakari-Setälä, T., Periyasamy, A., Malik, S. & Räsänen, P.
1/12/22 → 30/11/26
Project: EU project
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BEEYONDERS: Breakthrough European tEchnologies Yielding cOnstruction sovereigNty, Diversity & Efficiency of ResourceS
Keränen, J. S., Mäkelä, S., Lämsä, A. & Peltola, J.
1/06/22 → 30/11/25
Project: EU project
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HIPE: Human-technology interoperability and artificial emotional intelligence
Mäkelä, S., Järvinen, S., Närväinen, J. & Vita, J.
1/05/22 → 30/04/25
Project: Business Finland project
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Telavalue: Value chains for sustainable production, use and cycles of textiles
Heikkilä, P., Kamppuri, T., Saarimäki, E., Tuovila, H., Heikkilä, J., Petänen, P., Järvinen, S., Mäkelä, S., Järnefelt, V., Harlin, A., Koivula, A., Vehmas, K., Torvinen, K. & Määttänen, M.
1/02/22 → 31/01/24
Project: Business Finland project
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InnoSale: Innovating Sales and Planning of Complex Industrial Products Exploiting Artificial Intelligence
Järvinen, S., Mäkelä, S., Peltola, J., Lämsä, A., Sormunen, T., Liikka, J. & Jurvansuu, M.
1/10/21 → 30/09/24
Project: Business Finland project
Research output
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Digital Twins About Humans - Design Objectives From Three Projects
Bomström, H., Annanperä, E., Kelanti, M., Xu, Y., Mäkelä, S-M., Immonen, M., Siirtola, P., Teern, A., Liukkunen, K. & Päivärinta, T., Oct 2022, In: Journal of Computing and Information Science in Engineering. 22, 5, 6 p., 050907.Research output: Contribution to journal › Article › Scientific › peer-review
1 Citation (Scopus) -
Introducing VTT-ConIot: A Realistic Dataset for Activity Recognition of Construction Workers Using IMU Devices
Mäkelä, S-M., Lämsä, A., Keränen, J. S., Liikka, J., Ronkainen, J., Peltola, J., Häikiö, J., Järvinen, S. & López, M. B., 1 Jan 2022, In: Sustainability. 14, 1, 220.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)46 Downloads (Pure) -
Towards a Data-driven Circular Economy: Stakeholder Interviews
Orko, I. (ed.), Heikkilä, L., Häikiö, J., Järvinen, S., Karhu, M., Klein, J., Lantto, R., Lavikka, R., Lavikko, S., Lehtonen, E., Luostarinen, S., Mäkelä, S-M., Ovaska, J-P., Patala, S. & Winquist, E., 2022, VTT Technical Research Centre of Finland. 42 p. (VTT Technology; No. 400).Research output: Book/Report › Report
Open Access -
Clothing Circulator: Data to extend the lifetime of garments
Järvinen, S., Mäkelä, S-M., Häikiö, J. & Karell, E., 2021, Proceedings of the 20th European roundtable on sustainable consumption and production. Verlag der Technischen Universität Graz, 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Finland as a forerunner in sustainable and knowledge-based textile industry - Roadmap for 2035
Kamppuri, T., Kallio, K., Mäkelä, S-M. & Harlin, A., 18 Aug 2021, Tampere: VTT Technical Research Centre of Finland. 30 p. (VTT Research Report; No. VTT-R-00684-21).Research output: Book/Report › Report
Open AccessFile1797 Downloads (Pure)
Press/Media
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Kaatuminen, putoaminen, melu, pöly... – rakennustyö kuluttaa tekijöitään: Puettava teknologia voisi auttaa
Juha Häikiö, Johanna Kallio & Satu-Marja Mäkelä
11/11/19
1 Media contribution
Press/Media: Press / Media
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Puettavat teknologiat voivat parantaa työturvallisuutta
Juha Häikiö, Johanna Kallio & Satu-Marja Mäkelä
10/10/19
1 Media contribution
Press/Media: Press / Media