In China there is a strong trend in the application of vehicles equipped with automatic transmissions in considering the complexity of traffic and the convenience of automatic transmissions. As a type of automatic transmission, automated mechanical transmission (AMT) shows great potential to be developed as a main transmission because of its simple structures, easy upgrade from manual transmission (MT) and low price.Support Vector Machine (SVM) is a new statistic method which could make a good prediction with limited training instances. Compared with Artificial Neutral Network (ANN), SVM can provide better genetic ability. In order to verify the ability of the new method, the model trained by one set of AMT car data was applied on some other AMT vehicles, and the predicted results were compared with subjective rating results by expert drivers and analyzed to identify the potential of this new assessment system.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Support Vector Machine Theory Based Shift Quality Assessment for Automated Mechanical Transmission (AMT)


    Additional title:

    Sae Technical Papers


    Contributors:
    Konghui, Guo (author) / Yulong, Lei (author) / Hua, Tian (author) / Jian, Wang (author)

    Conference:

    SAE World Congress & Exhibition ; 2007



    Publication date :

    2007-04-16




    Type of media :

    Conference paper


    Type of material :

    Print


    Language :

    English




    Support vector machine theory based shift quality assessment for automated mechanical transmission ( AMT )

    Jian,W. / Konghui,G. / Yulong,L. et al. | Automotive engineering | 2007


    Shift Quality Optimization Based on Assessment System for Dual Clutch Transmission

    Liu, Hongbo / Zhang, Jianguo / Qiu, Jun et al. | SAE Technical Papers | 2012


    Shift Quality Optimization Based on Assessment System for Dual Clutch Transmission

    Liu, H. / Lei, Y. / Zhang, J. et al. | British Library Conference Proceedings | 2012


    Shift quality optimization based on assessment system for dual clutch transmission

    Liu,H. / Lei,Y. / Zhang,J. et al. | Automotive engineering | 2012


    Shift quality assessment and optimization for dual clutch transmission

    Lei,Y. / Zeng,H. / Liu,H. et al. | Automotive engineering | 2012