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Sensibilidad paramétrica de un automóvil con polinomios de caos

Journal
Revista Iberoamericana de Automática e Informática Industrial RIAI
ISSN
1697-7912
Date Issued
2015
Author(s)
Haro-Sandoval, Eduardo
Facultad de Ingeniería - CampGDL  
Acevedo, Mario  
Facultad de Ingeniería - CampGDL  
Velázquez, Ramiro  
Facultad de Ingeniería - CampAGS  
Type
text::journal::journal article
DOI
10.1016/j.riai.2015.04.001
URL
https://scripta.up.edu.mx/handle/20.500.12552/3024
Abstract
It is interesting to analyze the parameter sensitivity of mathematical models that describe physical systems, and it deserves particular attention the sensitivity study of models with uncertainty in the parameter values. Global sensitivity takes into account the entire range of parameter uncertainty because it considers the parameters as random variables. This paper presents the global sensitivity analysis in frequency of a parametric mathematical model of lateral dynamics of a vehicle model, with an approach based on the polynomial chaos expansion of the model response. This technique allows to easily represent the system as a stochastic model, where the parameters become random variables that vary according to their uncertainty. The stochastic model should be a very close approximation of the original model.

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