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Erschienen in: International Journal of Automation and Computing 1/2015

01.02.2015 | Regular Paper

Detection of impending vehicle rollover with road bank angle consideration using a robust fuzzy observer

verfasst von: Hamid Dahmani, Mohammed Chadli, Abdelhamid Rabhi, Ahmed El Hajjaji

Erschienen in: Machine Intelligence Research | Ausgabe 1/2015

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Abstract

This article describes a method of vehicle dynamics estimation for impending rollover detection. We estimate vehicle dynamic states in presence of the road bank angle as a disturbance in the vehicle model using a robust observer. The estimated roll angle and roll rate are used to compute the rollover index which is based on the prediction of the lateral load transfer. In order to anticipate rollover detection, a new method is proposed to compute the time to rollover (TTR) using the load transfer ratio (LTR). The nonlinear model, deduced from the vehicle lateral and roll dynamics, is represented by a Takagi-Sugeno (T-S) fuzzy model. This representation is used to account for the nonlinearities of lateral cornering forces. The proposed T-S observer is designed with unmeasurable premise variables to cater for non-availability of the slip angles measurement. The proposed approach is evaluated using CarSim simulator under different driving scenarios. Simulation results show good efficiency of the proposed T-S observer and the rollover detection method.

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Metadaten
Titel
Detection of impending vehicle rollover with road bank angle consideration using a robust fuzzy observer
verfasst von
Hamid Dahmani
Mohammed Chadli
Abdelhamid Rabhi
Ahmed El Hajjaji
Publikationsdatum
01.02.2015
Verlag
Institute of Automation, Chinese Academy of Sciences
Erschienen in
Machine Intelligence Research / Ausgabe 1/2015
Print ISSN: 2731-538X
Elektronische ISSN: 2731-5398
DOI
https://doi.org/10.1007/s11633-014-0836-z

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