Extreme Learning Machine-Based Operational State Recognition: A Feasibility Study with Mechanical Vibration Data

Autor: Junttila, Jukka, Lämsä, Ville, Espinosa-Leal, Leonardo

Publikováno v: Junttila, J, Lämsä, V & Espinosa-Leal, L 2023, Extreme Learning Machine-Based Operational State Recognition: A Feasibility Study with Mechanical Vibration Data . in K-M Björk (ed.), Proceedings of ELM 2021 : Theory, Algorithms and Applications . Springer, Proceedings in Adaptation, Learning and Optimization, vol. 16, pp. 114-123, 11th International Conference on Extreme Learning Machines (ELM2021), Helsinki, Finland, 15/12/21 . https://doi.org/10.1007/978-3-031-21678-7_11

The benefits of digital twins and accurate near real-time on site condition monitoring of heavy machinery or load-bearing structures are undeniable. Both demand computationally light and accurate models based on continuously measured data. Extreme Le

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=355e65625b88::620f1bd3ef7b26e755df53ec9fbcca87
https://cris.vtt.fi/en/publications/8ae2d2eb-0d0b-4aad-82ee-00c1a8b58156

DigiBuzz-VTT – Towards digital twin’s concrete commercial exploitation

Autor: Kortelainen, Juha, Lämsä, Ville S., Nieminen, Vesa, Rantala, Tuija, Virtanen, Juha

Publikováno v: Kortelainen, J, Lämsä, V S, Nieminen, V, Rantala, T & Virtanen, J 2022, DigiBuzz-VTT – Towards digital twin’s concrete commercial exploitation . VTT Tutkimusraportti, no. VTT-R-00118-22, VTT Technical Research Centre of Finland .

The DigiBuzz-VTT project, a part of the DigiBuzz common effort, focused on the applications of digital twins in manufacturing industry ecosystems. The DigiBuzz-VTT project had two main focuses, 1) functional digital twins, or simulation-based digital

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=355e65625b88::5f566b1cbcc3a6afe8f98e6bdfbeaf4b
https://cris.vtt.fi/en/publications/d4e312c7-4dd7-4fa0-997e-6e0c024b7957

Benefits, advantages, added values & enabled business opportunities through digital twins, digital twin platforms and digital threads

Autor: Lämsä, Ville S., Nieminen, Vesa

Publikováno v: Lämsä, V S & Nieminen, V 2019, Benefits, advantages, added values & enabled business opportunities through digital twins, digital twin platforms and digital threads . in J Aaltonen, S-P Leino, K T Koskinen & J Hyrynen (eds), Proceedings of the 3rd Annual SMACC Research Seminar 2018 . University of Tampere, pp. 10-13, 3rd Annual SMACC Research Seminar 2018, Tampere, Finland, 8/10/18 . < https://urn.fi/URN:NBN:fi:tuni-202110127537 >

There is an obvious hype going on around Digital Twins, but at the same time the concept is still forming and there are many open question, both technical and business oriented. In this study, we are introducing and presenting some of the enabled ben

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=355e65625b88::9de1b9721a0615242937b81ef6a1f045
https://cris.vtt.fi/en/publications/53d9bb7d-ebf2-4fc6-856b-6e8405c6694e

Suhteellisen suhteetonta : näkemyksiä mediasuhteista ja lehdistötiedotteiden valinnasta maakuntalehdissä

Autor: Lämsä, Ville, Palomäki, Kaisa

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______1222::be1eb0718e5bd11f035f3c137cdd5b49
http://urn.fi/URN:NBN:fi:jyu-2007329

Beyond the Obvious - The Industry 5.0 by Hybrid Modelling

Autor: Lämsä, Ville S., Simo-Pekka Leino, Juha Kortelainen, Björn Hemming, Vesa Nieminen, Olli Saarela, Päivi Kivikytö-Reponen, Ville Kotovirta

Publikováno v: VTT Technical Research Centre of Finland-PURE
Lämsä, V S, Leino, S-P, Kortelainen, J, Hemming, B, Nieminen, V, Saarela, O, Kivikytö-Reponen, P & Kotovirta, V 2019, Beyond the Obvious-The Industry 5.0 by Hybrid Modelling . in Proceedings of the NAFEMS World Congress 2019 . NAFEMS, NAFEMS World Congress 2019, NWC 2019, Quebec City, Quebec, Canada, 17/06/19 .

It is said that heaven and the hell come together with digitalization. The rationale behind this claim is that digitalization is enabling much of scientific and engineering content in application-specific implementations, but the implementations them

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::2fcfbe86b46bd6246369b701f86e31a7
https://cris.vtt.fi/en/publications/d2f12a43-22c3-4f7b-b807-31ff18fe9275