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Title:Aplikacija koncepta digitalnega dvojčka v športu : diplomsko delo
Authors:ID Lukač, Luka (Author)
ID Fister, Iztok (Mentor) More about this mentor... New window
ID Fister, Iztok (Comentor)
Files:.pdf UN_Lukac_Luka_2022.pdf (6,21 MB)
MD5: 9779A919119E7BFCA2544D60425B31B9
 
Language:Slovenian
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:V diplomskem delu predstavljamo aplikacijo koncepta digitalnega dvojčka pri športnih treningih, s čimer omogočimo izvajanje treningov brez fizične prisotnosti osebnega trenerja. Vmesnik med športnikom in digitalnim dvojčkom predstavlja naprava AST-Monitor, ki teče na mobilnem računalniku Raspberry Pi in s senzorji zajema metrike napora treninga ter jih posreduje digitalnemu dvojčku. Digitalni dvojček med intervalnim treningom spremlja športnikov napredek, s pomočjo algoritmov strojnega učenja analizira prejete podatke in športniku v realnem času svetuje, kaj storiti v danem trenutku.
Keywords:digitalni dvojček, šport, trening, AST-Monitor
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[L. Lukač]
Year of publishing:2022
Number of pages:1 spletni vir (1 datoteka PDF (XIII, 46 f.))
PID:20.500.12556/DKUM-82612 New window
UDC:004.777(043.2)
COBISS.SI-ID:133629955 New window
Publication date in DKUM:21.10.2022
Views:834
Downloads:140
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
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Licences

License:CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:26.08.2022

Secondary language

Language:English
Title:Application of the Digital Twin Concept in Sports
Abstract:In this diploma thesis, the application of the digital twin concept in sport trainings is presented, which allows the execution of a training without the physical presence of a personal trainer. AST-Monitor that is based on the mobile computer Raspberry Pi and monitors the training load indicators with various sensors represents the interface between an athlete and the digital twin. During an interval training, digital twin: recieves the data from the sensors, monitors the athlete's performance, analyses received data using the machine learning algorithms and gives advices how to enhance the athlete's performance in real-time.
Keywords:digital twin, sports, training, AST-Monitor


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