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Naslov:Digital twin in sport: from an idea to realization
Avtorji:ID Lukač, Luka (Avtor)
ID Fister, Iztok (Avtor)
ID Fister, Iztok (Avtor)
Datoteke:.pdf applsci-12-12741-v2_(1)_(1).pdf (828,02 KB)
MD5: B67D374E6613E487C00DDC60A75BBDD3
 
Jezik:Angleški jezik
Vrsta gradiva:Članek v reviji
Tipologija:1.01 - Izvirni znanstveni članek
Organizacija:FERI - Fakulteta za elektrotehniko, računalništvo in informatiko
Opis:A digital twin is a virtual model to reflect a physical object and helps it by making proper decisions. The decision-making process is based on the same input data that the simulated physical object has access to. Due to exploiting artificial intelligence, the decision-making process of the digital twin is more sophisticated than that of the physical object. In this study, the digital twin is applied to the sports training domain, where it addresses those questions that have arisen during the implementation of interval cycling training sessions. Thus, the digital twin runs on a mobile device (i.e., the Raspberry Pi platform), with which a cycle is equipped and demonstrates user-friendliness, robustness, reliability, and accuracy. The interval training sessions are transferred to the mobile device in the form of the domain-specific language EasyTrain, ensuring higher expressive power and ease of use. During the implementation, the digital twin advises the athlete with predicted information obtained by a sophisticated prediction model via a screen. The results of a huge experimental work showed that the difference in the average efficiency of the interval training implementation between the two cyclists that performed the experiments is prominent, as the efficiency of the professional training surpassed 90%, while the amateur training efficiency barely achieved 70%.
Ključne besede:digital twin, interval sports training, healthcare, domain-specific language, cycling
Poslano v recenzijo:29.11.2022
Datum sprejetja članka:09.12.2022
Datum objave:12.12.2022
Založnik:MDPI
Leto izida:2022
Št. strani:16 str.
Številčenje:Vol. 12, iss. 24, [article no.] 12741
PID:20.500.12556/DKUM-90162 Novo okno
UDK:004.4
COBISS.SI-ID:193635075 Novo okno
DOI:10.3390/app122412741 Novo okno
ISSN pri članku:2076-3417
Avtorske pravice:© 2022 by the authors
Datum objave v DKUM:23.08.2024
Število ogledov:119
Število prenosov:13
Metapodatki:XML DC-XML DC-RDF
Področja:Ostalo
:
LUKAČ, Luka, FISTER, Iztok in FISTER, Iztok, 2022, Digital twin in sport: from an idea to realization. Applied Sciences [na spletu]. 2022. Vol. 12, no. 24,  12741. [Dostopano 29 julij 2025]. DOI 10.3390/app122412741. Pridobljeno s: https://dk.um.si/IzpisGradiva.php?lang=slv&id=90162
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Gradivo je del revije

Naslov:Applied Sciences
Založnik:MDPI AG
ISSN:2076-3417
COBISS.SI-ID:522979353 Novo okno

Gradivo je financirano iz projekta

Financer:ARIS - Javna agencija za znanstvenoraziskovalno in inovacijsko dejavnost Republike Slovenije
Številka projekta:P2-0057
Naslov:Informacijski sistemi
Financer:ARIS - Javna agencija za znanstvenoraziskovalno in inovacijsko dejavnost Republike Slovenije
Številka projekta:P2-0042
Naslov:Digital twin

Sekundarni jezik

Jezik:Slovenski jezik
Ključne besede:digitalni dvojček, intervali športnega treninga, domenski specifični jeziki


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