Constant-Deflection Model for Road and Gravel Bicycle Tire Pressure: Empirical Calibration, Uncertainty Propagation, and Cross-Validation

Technical white paper of the BikeLab PSI Calculator. Presents the physical-statistical model built on Frank Berto's constant-deflection criterion (15% tire drop), with four original contributions: real-width correction re-anchored over 321 BicycleRollingResistance measurements; front coupling P_f = 0.93·P_r calibrated against SILCA and Rene Herse; uncertainty propagation via Latin Hypercube Sampling (N = 10,000); and global sensitivity analysis via Sobol indices (81,920 evaluations per case). Cross-validation over six configurations: 9/12 wheels within ±10% of the reference average. Tool: bikelabstudio.com/articles/psi-calculator-en.html — Versión en español: bikelabstudio.com/articles/psi-calculator-es.html

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-12
DOI
https://doi.org/10.5281/zenodo.20671797
Primary Topic
Vehicle Dynamics and Control Systems
Type
article
Field-Weighted Citation Impact
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article

Constant-Deflection Model for Road and Gravel Bicycle Tire Pressure: Empirical Calibration, Uncertainty Propagation, and Cross-Validation

Carlos Eduardo Ravello Joo
Zenodo (CERN European Organization for Nuclear Research)
Vehicle Dynamics and Control Systems
article

Constant-Deflection Model for Road and Gravel Bicycle Tire Pressure: Empirical Calibration, Uncertainty Propagation, and Cross-Validation

Carlos Eduardo Ravello Joo
article en

Abstract

Technical white paper of the BikeLab PSI Calculator. Presents the physical-statistical model built on Frank Berto's constant-deflection criterion (15% tire drop), with four original contributions: real-width correction re-anchored over 321 BicycleRollingResistance measurements; front coupling P_f = 0.93·P_r calibrated against SILCA and Rene Herse; uncertainty propagation via Latin Hypercube Sampling (N = 10,000); and global sensitivity analysis via Sobol indices (81,920 evaluations per case). Cross-validation over six configurations: 9/12 wheels within ±10% of the reference average. Tool: bikelabstudio.com/articles/psi-calculator-en.html — Versión en español: bikelabstudio.com/articles/psi-calculator-es.html

Zenodo (CERN European Organization for Nuclear Research)
XLAB (Slovenia) (SI)
Openalex Percentile: Top 9%
Vehicle Dynamics and Control Systems
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