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A hierarchical ramp metering control scheme for freeway networks

Kotsialos, A, Papageorgiou Markos

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URI: http://purl.tuc.gr/dl/dias/B26ABAEE-62EF-446B-A742-1FA87766196B
Year 2005
Type of Item Conference Full Paper
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Bibliographic Citation A. Kotsialos, M. Papageorgiou, "A hierarchical ramp metering control scheme for freeway networks," in 2005 American Control Conference, Proceedings of the, pp. 2257 - 2262, doi: 10.1109/ACC.2005.1470305 https://doi.org/10.1109/ACC.2005.1470305
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Summary

A nonlinear model-predictive control approach to the problem of coordinated ramp metering is presented. The previously designed optimal control tool AMOC is used within the framework of a hierarchical control structure which consists of three control layers: the estimation/prediction layer, the optimization layer and the direct control layer. More emphasis is given to the last two layers where the control actions on a network-wide and on a local level, respectively, are decided. The hierarchical control strategy combines AMOC's coordinated ramp metering control with local feedback (ALINEA) control in an efficient way. Simulation investigations for the Amsterdam ring-road are reported whereby the results are compared with those obtained by applying ALINEA as a stand-alone strategy. It is demonstrated that the proposed control scheme is efficient, fair and real-time feasible.

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