Parameter Estimation of Vehicle Handling Model Using Genetic Algorithm

2002-01-1577

05/07/2002

Event
SAE 2002 Automotive Dynamics & Stability Conference and Exhibition
Authors Abstract
Content
This paper implements a derivative free optimization method called ‘Genetic Algorithm’ to estimate the parameters of a four wheel three degrees of freedom vehicle handling model. At first the model is developed containing a non-linear tire model called ‘Fiala’. Then an error function is defined and ‘Genetic Algorithm’ optimization method is introduced and applied to minimize the error, Finally verification of parameter estimation is checked.
Meta TagsDetails
DOI
https://doi.org/10.4271/2002-01-1577
Pages
11
Citation
Bolhasani, M., and Azadi, S., "Parameter Estimation of Vehicle Handling Model Using Genetic Algorithm," SAE Technical Paper 2002-01-1577, 2002, https://doi.org/10.4271/2002-01-1577.
Additional Details
Publisher
Published
May 7, 2002
Product Code
2002-01-1577
Content Type
Technical Paper
Language
English