Scipediacontent: Scipediacontent moved page Draft Content 143021499 to Schutter et al 2009a

2021-02-02T04:55:41Z

Scipediacontent moved page Draft Content 143021499 to Schutter et al 2009a

Scipediacontent: Created page with " == Abstract == Traffic control is both an efficient and effective way to alleviate the traffic congestion in urban areas. Model Predictive Control (MPC) has advantages in co..."

2021-02-02T04:55:34Z

Created page with " == Abstract == Traffic control is both an efficient and effective way to alleviate the traffic congestion in urban areas. Model Predictive Control (MPC) has advantages in co..."

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== Abstract ==

Traffic control is both an efficient and effective way to alleviate the traffic congestion in urban areas. Model Predictive Control (MPC) has advantages in controlling and coordinating urban traffic networks. But, the real-time computational complexity of MPC increases exponentially, when the network scale and the predictive time horizon grow. To improve the real-time feasibility of MPC, a simplified macroscopic urban traffic model is developed. Two MPC controllers are built based on the simplified model and a more detailed model. Simulation results of the two controllers show that the online optimization time is reduced dramatically by applying the simplified model, only losing a limited amount of control effectiveness. Additional techniques, like applying a control time horizon and an aggregation scheme, are implemented to reduce the computational complexity further. Simulation results show positive effects of these techniques.

== Original document ==

The different versions of the original document can be found in:

* [http://www.dcsc.tudelft.nl/~bdeschutter/pub/rep/09_040.pdf http://www.dcsc.tudelft.nl/~bdeschutter/pub/rep/09_040.pdf]

* [http://xplorestaging.ieee.org/ielx5/5305882/5309513/05309773.pdf?arnumber=5309773 http://xplorestaging.ieee.org/ielx5/5305882/5309513/05309773.pdf?arnumber=5309773],
: [http://dx.doi.org/10.1109/itsc.2009.5309773 http://dx.doi.org/10.1109/itsc.2009.5309773]

* [http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000005309773 http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000005309773],
: [https://trid.trb.org/view/1365634 https://trid.trb.org/view/1365634],
: [https://academic.microsoft.com/#/detail/2117589025 https://academic.microsoft.com/#/detail/2117589025]

* [ ]

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Schutter et al 2009a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 143021499 to Schutter et al 2009a

Scipediacontent: Created page with " == Abstract == Traffic control is both an efficient and effective way to alleviate the traffic congestion in urban areas. Model Predictive Control (MPC) has advantages in co..."