Aplikacija koncepta digitalnega dvojčka v športu

diplomsko delo

Luka Lukač (Author), Iztok Fister (Mentor), Iztok Fister (Co-mentor)

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;diplomske naloge;

Data

Language:	Slovenian
Year of publishing:	2022
Typology:	2.11 - Undergraduate Thesis
Organization:	UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher:	[L. Lukač]
UDC:	004.777(043.2)
COBISS:	133629955
Views:	43
Downloads:	13
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	Application of the Digital Twin Concept in Sports
Secondary 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.
Secondary keywords:	digital twin;sports;training;AST-Monitor;
Type (COBISS):	Bachelor thesis/paper
Thesis comment:	Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko, Računalništvo in informacijske tehnologije
Pages:	1 spletni vir (1 datoteka PDF (XIII, 46 f.))
ID:	16273774