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Centralized and decomposed anticipatory Model Predictive Control for network-wide Ramp Metering
Rinaldi, Marco; Tampere, C. M. J.; Himpe, W. et al.
2013In Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013
Peer reviewed
 

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Abstract :
[en] 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. © 2013 IEEE.
Disciplines :
Engineering, computing & technology: Multidisciplinary, general & others
Identifiers :
eid=2-s2.0-84894343136
Author, co-author :
Rinaldi, Marco ;  University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Engineering Research Unit
Tampere, C. M. J.;  KU Leuven, Department of Mechanical Engineering, Celestijnenlaan 300A, 3001 Leuven, Belgium
Himpe, W.;  KU Leuven, Department of Mechanical Engineering, Celestijnenlaan 300A, 3001 Leuven, Belgium
Holvoet, T.;  KU Leuven, Department of Mechanical Engineering, Celestijnenlaan 300A, 3001 Leuven, Belgium
External co-authors :
yes
Language :
English
Title :
Centralized and decomposed anticipatory Model Predictive Control for network-wide Ramp Metering
Publication date :
2013
Event name :
2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013
Event date :
6 October 2013 through 9 October 2013
Main work title :
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013
Pages :
461-467
Peer reviewed :
Peer reviewed
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