Title :
Wavelets based Recurrent Adaptive NeuroFuzzy approach for active full car suspension control
Author :
Qamar, Shahid ; Khalid, Usman ; Khan, Latifur ; Nazir, Majida
Author_Institution :
Dept. of Electr. Eng., COMSATS Inst. of Inf. Technol., Abbottabad, Pakistan
Abstract :
The main objective of this paper is to design an efficient active suspension control system for the full car model. The conventional passive suspension and semi-active suspension systems do not provide good vehicle´s handling against the road disturbances and ride comfort. To tackle this problem, Wavelets based Recurrent Adaptive NeuroFuzzy (WRANF) control approach is used for active suspension control. The WRANF control is flexible, has robustness abilities and good generalization properties against the dynamic systems. The performance of the active suspension system is determined by the displacement and acceleration of heave, pitch, roll and seat of the vehicle. To validate the effectiveness of the proposed control scheme, the full car model is simulated in MATLAB/Simulink and subjected to a varying road profile. The performance of the WRANF based active suspension system is compared with passive and semi-active suspension system.
Keywords :
adaptive control; automobiles; fuzzy control; fuzzy neural nets; neurocontrollers; recurrent neural nets; suspensions (mechanical components); vehicle dynamics; wavelet transforms; Matlab; Simulink; WRANF control approach; active full car suspension control; conventional passive suspension system; generalization properties; ride comfort; road disturbance; robustness abilities; semiactive suspension systems; varying road profile; vehicle handling; vehicle heave; vehicle pitch; vehicle roll; vehicle seat; wavelets based recurrent adaptive neurofuzzy approach; Acceleration; Fuzzy logic; Mathematical model; Roads; Suspensions; Vehicle dynamics; Vehicles;
Conference_Titel :
Emerging Technologies (ICET), 2013 IEEE 9th International Conference on
Conference_Location :
Islamabad
Print_ISBN :
978-1-4799-3456-0
DOI :
10.1109/ICET.2013.6743518