The system model is neccessery to be determined in control systems engineering which is generally represented in mathematical form. The mathematical model can be utilized for analysing the system’s characteristics or designing the controller parameters of the system. Here, a neuro model for passive suspension system of a light car is proposed. The candidate structure of the neuro model is contructed from non-linear system of passive suspension of a quarter car mathematical model. Weights estimation of neuro model is conducted by applying iterative weighted least square algorithm. Actual input output data of a test car for training process are acquired by driving the test vehicle on an artificial surface of road. An artificial surface of road is a kind of real road surface imitation. Experimental findings show that the proposed model is able to imitate sucessfully the dynamic properties of the passive suspension system of the light car. The model response shows similar trend and has smallest error.


    Access

    Download


    Export, share and cite



    Title :

    Neuro Model for Passive Suspension of a Light Car


    Contributors:

    Publication date :

    2018-09-03


    Remarks:

    International Journal of Integrated Engineering; Vol 10 No 4 (2018) ; 2600-7916 ; 2229-838X


    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    English



    Classification :

    DDC:    629



    Neuro Model Approach for a Quarter Car Passive Suspension Systems

    Hanafi, Dirman ;Zakaria, Mohamad Fauzi ;Omar, Rosli | Trans Tech Publications | 2015


    Fuzzy and neuro-fuzzy controller for active suspension

    Durali,M. / Kassaiazadeh,A.R. / Sharif Univ.of Technol.,IR | Automotive engineering | 2002


    Fuzzy and Neuro-Fuzzy Controller for Active Suspension

    Kassaiezadeh, Ali Reza / Durali, Mohammad | SAE Technical Papers | 2002


    Neuro Controlled Active Suspension with Preview for Ride Comfort

    Kim, H. / Yoon, Y.-S. / Society of Automotive Engineers | British Library Conference Proceedings | 1993


    Neuro controlled active suspension with preview for ride comfort

    Kim,H. / Yoon,Y.S. / Korea Advanced Inst.of Science and Technol.,KR | Automotive engineering | 1993