Mathematical modelling and prediction of recreational runner’s performance
D. Lee, A. Uranga Franco, F. Sebastian Huerta, A. Romero Roldán, I. Muñoz
Many empirical and descriptive models have been proposed for the development of mathematical models for the human athletic performance of individual runners. Those models were mostly focused on explaining world records, or understanding the performance related to physiological parameters of the athletes (e.g. maximal oxygen uptake, blood lactate concentration, or the anaerobic threshold).
This work is developed in collaboration with Runnea Academy, an individualized training system that combines the knowledge of personal trainers with technology. We develop a recreational runners’ performance model based on the concept of training-impulse (TRIMP) used to quantify the training load and the rate of perceived exertion (PRE) that helps people manage the intensity of their physical exercise. The modelling approach allows for detecting recreational runners’ profiles and monitoring their performance during a running training programme for 10K, Half Marathon and Marathon race distances.
Keywords: Sports Science, Mathematical Models, Statistical Methods, Human Performance, Sports Analytics
Scheduled
Invited Session Math-In. Industrial Applications III
June 8, 2022 5:20 PM
Auditorium
Other papers in the same session
A. Pérez, K. Senhaji
B. Vitoriano Villanueva, G. Tirado Domínguez
Latest news
-
6/8/22
Visit Alhambra
Tomorrow, Thursday, we will visit the Alhambra. 1. At 7:00 p.m., buses will start leaving from the door of the Hotel Granada Center (in front of the door of the Faculty of Sciences) 2. Upon arrival, groups with guides will be organized. 3. There will be groups in English language. These groups will wait at the destination until the arrival of all buses. 4. After the visit to the Alhambra we will walk to the Carmen de los Mártires to have a cocktail. 5. On the way back, we can go back by bus, which will leave from the same place where they left us at the Alhambra. 6. Although the way to the Alhambra by bus seems long, it really is close to the city. We invite you, whoever wishes, to go down for a pleasant walk. 7. Do not forget to take your Alhambra ticket and your identity card or passport. The document must be the same whose number matches the ticket number you have.
-
5/31/22
YouTube Channel
The menu label is already on the web from where you can see the live broadcasts: inauguration, plenary sessions, round tables,... Don't forget to enter the YouTube channel and subscribe!!!!
-
5/27/22
Gala Dinner
It opens the possibility that anyone who is registered for the conference, and wants non-registered companions to attend the gala dinner, can do so by paying the price of this dinner (80 euros VAT included). This payment must be made before June 1 (inclusive). To do this, contact with [email protected]
-
5/23/22
IMPORTANT WARNING
To access the Alhambra on the visit on Thursday 9, it is obligatory to present the identification document whose reference was sent to the organization (eurocongress)
-
5/16/22
Social Events
All social events are included with the payment of the corresponding registration.
