Development of a Data-Driven Methodology for Rapid Identification of Key Performance Indicators in Motorcycle Racing

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F26%3A0200050" target="_blank" >RIV/00216305:26210/26:0200050 - isvavai.cz</a>

Result on the web

<a href="https://www.mdpi.com/2673-4591/113/1/12" target="_blank" >https://www.mdpi.com/2673-4591/113/1/12</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.3390/engproc2025113012" target="_blank" >10.3390/engproc2025113012</a>

Result language

angličtina

Original language name

Development of a Data-Driven Methodology for Rapid Identification of Key Performance Indicators in Motorcycle Racing

Original language description

This study presents a novel method for the rapid identification of key performance indicators (KPIs) from measured riding data of a Ducati Panigale V2 motorcycle, aimed at enhancing racing performance through a deeper understanding of rider-vehicle interaction. The methodology involves the design and implementation of mathematical tools within the RaceStudio3 software to analyze data from the motorcycle’s sensor system. This approach facilitates the swift detection of critical events, including gearshift delays, improper throttle control, and suspension issues. The fusion of data from the motorcycle enables a comprehensive evaluation of the rider’s influence on performance. The results demonstrate the potential of the proposed method to provide valuable insights for optimizing motorcycle setup and rider technique.

Czech name

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Czech description

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Type

J_SC - Article in a specialist periodical, which is included in the SCOPUS database

CEP classification

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OECD FORD branch

20301 - Mechanical engineering

Project

<a href="/en/project/EH23_020%2F0008528" target="_blank" >EH23_020/0008528: Innovative Technologies for Smart Low Emission Mobilities</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2025

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Engineering Proceedings

ISSN

—

e-ISSN

2673-4591

Volume of the periodical

113

Issue of the periodical within the volume

1

Country of publishing house

CH - SWITZERLAND

Number of pages

10

Pages from-to

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UT code for WoS article

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EID of the result in the Scopus database

2-s2.0-105025667062