In this paper we deal with model predictive control for ramp metering on motorways. A discussion of the way ramp metering to prevent, or postpone, congestion on a motorway is presented. As an example, a real-life motorway in Belgium is presented. We discuss the traffic flow model that is used in a receding horizon framework, and argue that the quality of the fit of the traffic flow model to the measurement data has an impact on the quality of the optimised metering signals. Therefore, we suggest to re-fit the most sensitive parameters of the traffic flow model on a regular basis. We conclude this paper with some simulation results.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Model predictive control with repeated model fitting for ramp metering


    Contributors:


    Publication date :

    2002-01-01


    Size :

    385744 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    MODEL PREDICTIVE CONTROL WITH REPEATED MODEL FITTING FOR RAMP METERING

    Bellemans, T. / De Schutter, B. / De Moor, B. et al. | British Library Conference Proceedings | 2002


    Stable hybrid Model Predictive Control for ramp metering

    Koehler, Sarah / Mehr, Negar / Horowitz, Roberto et al. | IEEE | 2016


    Output-Feedback Model Predictive Control for Ramp Metering

    Li, Zhexian / Savla, Ketan | IEEE | 2023


    Reinforcement Learning With Model Predictive Control for Highway Ramp Metering

    Airaldi, Filippo / Schutter, Bart De / Dabiri, Azita | IEEE | 2025

    Free access

    Centralized and decomposed anticipatory Model Predictive Control for network-wide Ramp Metering

    Rinaldi, Marco / Tampere, Chris M. J. / Himpe, Willem et al. | IEEE | 2013