Detail publikačního výsledku

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

FOJTÁŠEK, J.; BÖHM, M.

Originální název

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

Anglický název

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

Druh

Článek Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

data analysis; key performance indicators (KPIs); mathematical modeling; motorcycle dynamics; performance optimization; rider-vehicle interaction

Klíčová slova v angličtině

data analysis; key performance indicators (KPIs); mathematical modeling; motorcycle dynamics; performance optimization; rider-vehicle interaction

Autoři

FOJTÁŠEK, J.; BÖHM, M.

Vydáno

28.10.2025

Periodikum

Engineering Proceedings

Svazek

113

Číslo

1

Stát

Švýcarská konfederace

Strany od

1

Strany do

10

Strany počet

10

URL

https://www.mdpi.com/2673-4591/113/1/12

Plný text v Digitální knihovně

http://hdl.handle.net/11012/255772

BibTex

@article{BUT200050,
  author="Jan {Fojtášek} and Michael {Böhm}",
  title="Development of a Data-Driven Methodology for Rapid Identification of Key Performance Indicators in Motorcycle Racing",
  journal="Engineering Proceedings",
  year="2025",
  volume="113",
  number="1",
  pages="10",
  doi="10.3390/engproc2025113012",
  url="https://www.mdpi.com/2673-4591/113/1/12"
}

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