Modeling the effects of the road’s nature on a light vehicle for the estimation of its roughness index

Abstract This study proposes a novel method for estimating the International Roughness Index (IRI) of roads using real data collected from a prototype vehicle. The approach involves on developing a mathematical model of a light vehicle performing a longitudinal movement based on the fundamental principles of force dynamics, combined with the speed control mechanism look like a driving style and a one-dimensional model designed using MATLAB/Simulink. The performance of the IRI estimator is validated on field data collected by the vehicle’s on-board recorder along an experimental route. The IRI is estimated ranging from 3.57 to 3.68 m km −1 . According to the IRI’s threshold at difference speed, the range correspond to those of roads with minor deficiencies likewise the experimental route, confirms the effectiveness of the proposed approach.

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Publication Details

Journal
Measurement Science and Technology
Published
2025-09-18
DOI
https://doi.org/10.1088/1361-6501/ae08d4
Primary Topic
Vehicle emissions and performance
Type
article
Field-Weighted Citation Impact
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article

Modeling the effects of the road’s nature on a light vehicle for the estimation of its roughness index

Ruben Mouangue, Claude Valéry Ngayihi Abbe, Sévérin Nguiya, Hermine Som Idellette Judith et al.
Measurement Science and Technology
Vehicle emissions and performance
article

Modeling the effects of the road’s nature on a light vehicle for the estimation of its roughness index

Ruben Mouangue, Claude Valéry Ngayihi Abbe, Sévérin Nguiya, Hermine Som Idellette Judith, CLEMENT ABBAA KALGONG, Joel GNIDAKOUONG
article en

Abstract

Abstract This study proposes a novel method for estimating the International Roughness Index (IRI) of roads using real data collected from a prototype vehicle. The approach involves on developing a mathematical model of a light vehicle performing a longitudinal movement based on the fundamental principles of force dynamics, combined with the speed control mechanism look like a driving style and a one-dimensional model designed using MATLAB/Simulink. The performance of the IRI estimator is validated on field data collected by the vehicle’s on-board recorder along an experimental route. The IRI is estimated ranging from 3.57 to 3.68 m km −1 . According to the IRI’s threshold at difference speed, the range correspond to those of roads with minor deficiencies likewise the experimental route, confirms the effectiveness of the proposed approach.

Measurement Science and TechnologyVol. 36(10)
Université de Yaoundé I (CM), University of Douala (CM)
Openalex Percentile: Top 72%
Vehicle emissions and performance
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