Suspension kinematics and compliance strongly influence the handling performance of the vehicle. The kinematics and compliance characteristics are determined by the suspension geometry and stiffness of suspension bodies and elastic components. However, it is usually inefficient to model all the joints, bushings, and linkage deformation in a full vehicle model. By transforming the complex modeling problem into a data-driven problem tends to be a good solution. In this research, the neural-network-based suspension kinematics and compliance model is built and implemented into a 17 DOF full vehicle model, which is a hybrid model with state variables expressed in the global coordinate system and vehicle coordinate system. The original kinematics and compliance characteristics are derived from multibody dynamics simulation of the suspension system level. The comparison of the neural network model and traditional interpolation methods is also given out to illustrate the advantages and disadvantages of these methods.


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    Titel :

    Neural-Network-Based Suspension Kinematics and Compliance Characteristics and Its Implementation in Full Vehicle Dynamics Model


    Weitere Titelangaben:

    Sae Technical Papers


    Beteiligte:
    Wu, Jinglai (Autor:in) / Zhang, Yunqing (Autor:in) / Duan, Yupeng (Autor:in)

    Kongress:

    WCX SAE World Congress Experience ; 2022



    Erscheinungsdatum :

    2022-03-29




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Print


    Sprache :

    Englisch




    Neural-Network-Based Suspension Kinematics and Compliance Characteristics and Its Implementation in Full Vehicle Dynamics Model

    Duan, Yupeng / Zhang, Yunqing / Wu, Jinglai | British Library Conference Proceedings | 2022


    Neural-Network-Based Suspension Kinematics and Compliance Characteristics and Its Implementation in Full Vehicle Dynamics Model

    Duan, Yupeng / Zhang, Yunqing / Wu, Jinglai | British Library Conference Proceedings | 2022



    Suspension Kinematics and Compliance - Measuring and Simulation

    Möller, Bertram / Holdmann, Peter / Köhn, Philip et al. | SAE Technical Papers | 1998


    Suspension kinematics and compliance-measuring and simulation

    Holdmann,P. / Koehn,P. / Moeller,B. et al. | Kraftfahrwesen | 1998