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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Collaborations and top research areas from the last five years
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TexMat: Automated Collection and Sorting Solution for Consumer Textiles
Lahtinen, M. M. (Owner), Ilen, E. (Manager), Raiskio, S. (Manager), Mäkelä, S.-M. (Participant), Mahlamäki, E. (Participant), Sormunen, T. (Participant) & Räsänen, P. (Participant)
1/10/25 → 31/03/29
Project: EU project
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NARCOSIS: Non-tArgeted foRensic multidisCiplinary platfOrm for inveStigatIon of drug-related fatalitieS
Santos Silva, C. (Manager), Peltola, J. (Participant) & Sormunen, T. (Participant)
1/11/24 → 31/10/27
Project: EU project
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PESCO-UP: Textile fibre recycling from mixed streams of PESCO textiles
Määttänen, M. (Manager), Kamppuri, T. (Owner), Mäkelä, S.-M. (Participant), Vehviläinen, M. (Participant), Seppälä, H. (Participant), Tanner, H. (Participant), Mäkelä, M. (Participant), Mahlamäki, E. (Participant), Sormunen, T. (Participant), Di Lena, F. (Participant) & Sorsamäki, L. (Participant)
1/01/24 → 31/12/27
Project: EU project
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tExtended: Knowledge Based Framework for Extended Textile Circulation
Heikkilä, P. (Manager), Järvinen, S. (Participant), Mäkelä, S.-M. (Participant), Torvinen, K. (Owner), Saarimäki, E. (Participant), Kamppuri, T. (Participant), Pinto-Seppä, I. (Participant), Orko, I. (Participant), Tanner, H. (Participant), Salo, M. (Participant), Wiman, L. (Participant), Petänen, P. (Participant), Sormunen, T. (Participant), Mahlamäki, E. (Participant), Mäkelä, M. (Participant), Määttänen, M. (Participant), Vehviläinen, M. (Participant), Valtanen, K. (Participant), Jurmu, M. (Participant), Raipale, N. (Participant), Nakari-Setälä, T. (Participant), Periyasamy, A. P. (Participant), Malik, S. (Participant), Räsänen, P. (Participant), Raiskio, S. (Participant) & Kärkkäinen, E. (Participant)
1/12/22 → 30/11/26
Project: EU project
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STARLIGHT: Sustainable Autonomy and Resilience for LEAs using AI against High priority Threats
Heikkilä, A.-M. (PI), Peltola, J. (Participant), Sormunen, T. (Participant) & Järvinen, S. (Participant)
1/10/21 → 31/01/26
Project: EU project
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Introducing OpenTextile-NIR: Near-infrared hyperspectral imaging and photography dataset for optical identification of textiles
Sormunen, T., Mahlamäki, E., Mäkelä, S.-M. & Mäkelä, M., 9 Feb 2026, (E-pub ahead of print) In: Data in Brief. 112559.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Hyperspectral imaging quantifies blend composition change in workwear textiles
Sormunen, T., Mahlamäki, E., Mäkelä, S.-M. & Mäkelä, M., Sept 2025, In: Resources, Conservation & Recycling Advances. 27, 200282.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile14 Downloads (Pure) -
InnoSale – Innovating Sales and Planning of Complex Industrial Products Exploiting Artificial Intelligence: Final report
Järvinen, S., Lämsä, A., Sormunen, T., Peltola, J., Jurvansuu, M., Mäkelä, S.-M., Hyvärinen, S. & Siira, E., 3 Nov 2025, VTT Technical Research Centre of Finland. 25 p. (VTT Research Report; No. VTT-R-00502-25).Research output: Book/Report › Report
Open AccessFile8 Downloads (Pure) -
Near infrared hyperspectral imaging estimates blend composition change in textiles
Sormunen, T., Mahlamäki, E., Mäkelä, S.-M. & Mäkelä, M., 4 Jun 2025.Research output: Contribution to conference › Conference Abstract › Scientific › peer-review
Open AccessFile80 Downloads (Pure) -
Raman spectroscopy combined with active hyperspectral sensing for classification of waste plastics containing brominated flame retardants: A sensor fusion approach
Sormunen, T., Rytöluoto, I., Tenhunen-Lunkka, A. & Senna Vieira, F., Jul 2025, In: Waste Management and Research. 43, 7, p. 1013-1022Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)60 Downloads (Pure)
Datasets
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OpenTextile-NIR: Near-infrared hyperspectral imaging and photography dataset for optical identification of textiles
Sormunen, T. (Creator), Mahlamäki, E. (Creator), Mäkelä, S.-M. (Creator) & Mäkelä, M. (Creator), Zenodo, 19 Jan 2026
Dataset