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

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

Conference Paper (2013)

Author(s)

Marco Rinaldi (Katholieke Universiteit Leuven)

Chris M.J. Tampere (Katholieke Universiteit Leuven)

Willem Himpe (Katholieke Universiteit Leuven)

Tom Holvoet (Katholieke Universiteit Leuven)

Affiliation

External organisation

DOI related publication

https://doi.org/10.1109/ITSC.2013.6728274 Final published version

To reference this document use

https://resolver.tudelft.nl/uuid:461171db-a04f-414c-804c-49a64a0c92dc

More Info

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Publication Year

2013

Language

English

Affiliation

External organisation

Article number

6728274

Pages (from-to)

461-467

ISBN (print)

9781479929146

Event

2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013 (2013-10-06 - 2013-10-09), The Hague, Netherlands

Downloads counter

170

Abstract

The problem of determining Ramp Metering control rates, taking into account routing response, is addressed in this paper. We develop Model Predictive Control based Anticipatory control schemes, featuring both centralized and decomposed optimization problems, with focus on real-life deployability. We then evaluate the aforementioned schemes' performances in comparison to simpler, non-anticipatory control techniques, by means of software simulation based on purpose-built experimental scenarios.