• DocumentCode
    1589093
  • Title

    Proposed Shift Quality Metrics and Experimentation on AMT Shift Quality Evaluation

  • Author

    Zhang, Jianguo ; Lei, Yulong ; Hua, Xin ; Wang, Jian ; Ge, Anlin

  • Author_Institution
    Jilin Univ., Changchun
  • Volume
    2
  • fYear
    2007
  • Firstpage
    494
  • Lastpage
    498
  • Abstract
    A method to evaluate AMT shift quality based on neural network is implemented in Matlab/Simulink and an objective evaluation software is designed specially, which enables the possibility to produce ratings. The neural network is trained by data swatch attained after selecting the quality shift metrics. Tests show that it is able to produce grades to evaluate AMT shift quality. And the correlation between the developed evaluation method and subjective ratings given by drivers is proved.
  • Keywords
    mechanical engineering computing; neural nets; power transmission (mechanical); road vehicles; vehicle dynamics; neural network; objective evaluation software; shift quality evaluation; shift quality metrics; Acceleration; Automotive engineering; Educational institutions; Electronic mail; Frequency; Fuel economy; Neural networks; Shafts; Torque; Vehicle driving;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation, 2007. ICNC 2007. Third International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2875-5
  • Type

    conf

  • DOI
    10.1109/ICNC.2007.582
  • Filename
    4344402