• DocumentCode
    253382
  • Title

    Model-based sensitivity analysis of the look-ahead cruise control

  • Author

    Nemeth, Balazs ; Gaspar, Peter

  • Author_Institution
    Syst. & Control Lab., Inst. for Comput. Sci. & Control, Budapest, Hungary
  • fYear
    2014
  • fDate
    19-21 Nov. 2014
  • Firstpage
    103
  • Lastpage
    108
  • Abstract
    The paper focuses on the analysis of the look-ahead cruise control strategy. The control system designs a reference speed profile for road vehicles considering the road inclinations, speed limits and traveling time. The design of the speed profile leads to a quadratic optimization problem, which depends on several parameters. The most important parameters are the mass of the vehicle, the initial conditions, the number of sampling points along the prediction horizon, the road length between the sampling points and the weighting between the performances. In the paper the effects of parameter variations on the optimal speed profile are analyzed through various simulation scenarios.
  • Keywords
    quadratic programming; road vehicles; sensitivity analysis; velocity control; initial conditions; look-ahead cruise control; model-based sensitivity analysis; parameter variation effect; prediction horizon; quadratic optimization problem; reference speed profile; road inclinations; road length; road vehicles; sampling points; speed limits; traveling time; vehicle mass; Analytical models; Control systems; Force; Mathematical model; Optimization; Roads; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Informatics (CINTI), 2014 IEEE 15th International Symposium on
  • Conference_Location
    Budapest
  • Type

    conf

  • DOI
    10.1109/CINTI.2014.7028657
  • Filename
    7028657