Developing deep learning surrogate models for digital twins in mineral processing – A case study on data-driven multivariate multistep forecasting

Autor: Zeb, Akhtar, Linnosmaa, Joonas, Seppi, Mikko, Saarela, Olli

Publikováno v: In Minerals Engineering 15 September 2024 216

Transformers for cardiac patient mortality risk prediction from heterogeneous electronic health records.

Autor: Antikainen, Emmi¹ (AUTHOR) emmi.antikainen@gmail.com, Linnosmaa, Joonas¹ (AUTHOR), Umer, Adil¹ (AUTHOR), Oksala, Niku^2,3,4 (AUTHOR), Eskola, Markku^3,5 (AUTHOR), van Gils, Mark² (AUTHOR), Hernesniemi, Jussi^2,3,5 (AUTHOR), Gabbouj, Moncef⁶ (AUTHOR)

Publikováno v: Scientific Reports. 3/2/2023, Vol. 13 Issue 1, p1-10. 10p.

Specification on the key features of efficient and integrated safety engineering process: Deliverable 2.3:Euratom project BESEP

Autor: Linnosmaa, Joonas, Alanen, Jarmo, Helminen, Atte, Immonen, Essi, Holy, Jaroslav

Publikováno v: Linnosmaa, J, Alanen, J, Helminen, A, Immonen, E & Holy, J 2021, Specification on the key features of efficient and integrated safety engineering process: Deliverable 2.3 : Euratom project BESEP . European Commission EC .

This report is the deliverable of the task 2.3, a specification on the key features of efficient and integrated safety engineering process in the scope of the BESEP project. Safety engineering processes in the scope of BESEP support the safety design

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=355e65625b88::4f438d261fd4774666de4fe49475b72d
https://cris.vtt.fi/ws/files/53559174/D2.3_Specification_on_the_key_features_of_efficient_and_integrated_safety_engineering_process.pdf

Safety and security assessment of overall I&C architectures (SEARCH)

Autor: Pakonen, Antti, Alanen, Jarmo, Buzhinsky, Igor, Helminen, Atte, Linnosmaa, Joonas, Malm, Timo, Ovsiannikova, Polina, Papakonstantinou, Nikolaos, Vyatkin, Valeriy

Publikováno v: Pakonen, A, Alanen, J, Buzhinsky, I, Helminen, A, Linnosmaa, J, Malm, T, Ovsiannikova, P, Papakonstantinou, N & Vyatkin, V 2021, Safety and security assessment of overall I &C architectures (SEARCH) . in J Hämäläinen & V Suolanen (eds), SAFIR2022-The Finnish Research Programme on Nuclear Power Plant Safety 2019-2022 : Interim Report . VTT Technical Research Centre of Finland, Espoo, VTT Technology, no. 383, pp. 97-118 . < https://publications.vtt.fi/pdf/technology/2021/T383.pdf >

The objective of SEARCH (2019–2022) is to develop methods and tools for assessing technical design solutions related to overall instrumentation and control (I&C) system architectures. A particular focus is on trade-offs between requirements related

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=355e65625b88::810b9ff0482e0537dcc3849f55543ddc
https://cris.vtt.fi/en/publications/84da15af-ce21-4f21-9759-94371f5e9db6

Early stage safety assessment using a system model as input

Autor: Sechi, Fabien, Hauge, André, Sirola, Miki, Olsen, Silje, Linnosmaa, Joonas, Sarshar, Sizarta

Publikováno v: Sechi, F, Hauge, A, Sirola, M, Olsen, S, Linnosmaa, J & Sarshar, S 2020, Early stage safety assessment using a system model as input . OECD Halden Reactor Project, no. HWR-1287, Institute for Energy Technology (IFE) .

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=355e65625b88::00bb869fdc8ecf3156e275a2ccb7f92d
https://cris.vtt.fi/en/publications/bf92f6ea-03a0-417c-9c13-2892c0d0b282