Robustness study of the road profile estimation technique under uncertainty
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Mechanics, Modeling and Production Laboratory, National Engineering School of Sfax (ENIS), Sfax, Tunisia
Submission date: 2022-05-04
Final revision date: 2022-06-14
Acceptance date: 2022-06-20
Online publication date: 2022-07-15
Publication date: 2022-07-30
Corresponding author
Anoire Ben Jdidia   

mechanic, national engineering school of sfax, Tunisia
Journal of Theoretical and Applied Mechanics 2022;60(3):521–533
This paper studies profile estimation a road. The prediction has been achieved using the Independent Component Analysis Method (ICA). The vehicle dynamic responses were cal- culated for different road profiles which were defined using an ISO norm. The robustness of this method was proven by implementing the stochastic Monte Carlo (MC) technique in the presence of inevitable uncertainty parameters simultaneously associated with the vehicle mass, spring stiffness and damping for different vehicle speeds and wind values. Convergence was assessed when comparing real profiles to simulated ones. The obtained results prove the efficiency of the ICA in estimating the profile variabilities under uncertainties.
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