The control and management problem for large-scale complex urban traffic network is not yet successfully addressed. There are still many difficulties in controlling such large systems, e.g. complexity, high dimension, multiple control objectives, and uncertainties. In the paper, a multi-level MPC hierarchy is proposed to address these difficulties for the control of large-scale urban traffic networks. Under the control hierarchy, a multi-level MPC algorithm is proposed, which includes three levels, the demand balance MPC, the subnetwork MPC, and the intersection controller from top to bottom. A case study is carried out to evaluate the proposed algorithm. The simulation results illustrate the effectiveness of the multi-level controller.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Model predictive control for large-scale urban traffic networks with a multi-level hierarchy


    Beteiligte:
    Lin, Shu (Autor:in) / Ling, Taiyu (Autor:in) / Xi, Yugeng (Autor:in)


    Erscheinungsdatum :

    01.10.2013


    Format / Umfang :

    192212 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Model Predictive Control for urban traffic networks via MILP

    Lin, Shu / Schutter, B. / Xi, Yugeng et al. | Tema Archiv | 2010




    Study on fast model predictive controllers for large urban traffic networks

    Lin, Shu / De Schutter, Bart / Xi, Yugeng et al. | IEEE | 2009