X-in-the-loop (XiL) framework is a new validation concept for vehicle product development, which integrates different virtual and physical components to improve the development efficiency. With XiL platform the requirements of reproducible test, optimization and validation, in which hardware, equipment and test objects are located in different places, could be realized. In the view of different location and communication form of hardware, equipment and test objects, time delay problem exists in the XiL platform, which could have a negative impact on development and validation process.In this paper, a simulation system of time delay prediction and compensation is founded with the help of BP neural network and RBF neural network. With this simulation system the effect of time delay in a vehicle dynamic model as well as tests of geographically distributed vehicle powertrain system is improved during the validation process. Meanwhile the optimization results of BP neural network and RBF neural network are compared.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Time Delay Predictive and Compensation Method in the Theory of X-in-the-Loop


    Additional title:

    Sae Technical Papers


    Contributors:
    Song, Ke (author) / Zhang, Tong (author) / Niu, Wenxu (author) / He, Yucheng (author)

    Conference:

    SAE 2016 World Congress and Exhibition ; 2016



    Publication date :

    2016-04-05




    Type of media :

    Conference paper


    Type of material :

    Print


    Language :

    English




    Time Delay Predictive and Compensation Method in the Theory of X-in-the-Loop

    Niu, Wenxu / Song, Ke / He, Yucheng et al. | British Library Conference Proceedings | 2016


    An improved predictive algorithm for time delay compensation in UAVs

    Thurling, Andrew / Greene, Kelly | AIAA | 2001


    HARMONIC REGULATOR WITH LOOP DELAY COMPENSATION

    THOMPSON ERNEST / WHITE ADAM MICHAEL | European Patent Office | 2020

    Free access

    AIAA-2001-4424 An Improved Predictive Algorithm for Time Delay Compensation in UAVs

    Thurling, A. / Greene, K. / American Institute of Aeronautics and Astronautics | British Library Conference Proceedings | 2001


    VEHICLE CONTROL TIME DELAY COMPENSATION

    ZHANG YIMING / SUN LUDONG / SHAER AHMED EL | European Patent Office | 2023

    Free access