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Sustainable model-predictive control in urban traffic networks: efficient solution based on general smoothening methods

Jamshidnejad, Anahita, Papamichail Ioannis, Papageorgiou Markos, Schutter, Bart de

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URIhttp://purl.tuc.gr/dl/dias/5AC36854-9AC3-4FCE-AFCE-67DC37926E5D-
Αναγνωριστικόhttps://doi.org/10.1109/TCST.2017.2699160-
Αναγνωριστικόhttps://ieeexplore.ieee.org/document/7932138-
Γλώσσαen-
Μέγεθος15 pagesen
ΤίτλοςSustainable model-predictive control in urban traffic networks: efficient solution based on general smoothening methodsen
ΔημιουργόςJamshidnejad, Anahitaen
ΔημιουργόςPapamichail Ioannisen
ΔημιουργόςΠαπαμιχαηλ Ιωαννηςel
ΔημιουργόςPapageorgiou Markosen
ΔημιουργόςΠαπαγεωργιου Μαρκοςel
ΔημιουργόςSchutter, Bart deen
ΕκδότηςInstitute of Electrical and Electronics Engineersen
ΠερίληψηTraffic-responsive control approaches, including model-predictive control (MPC), are efficient methods for making the best use of the available network capacity. Moreover, gradient-based approaches, which can be applied to smooth optimization problems, have proven their efficiency, both computationally and performance-wise, in finding optima of optimization problems. In this paper, we propose an MPC system for an urban traffic network that applies a gradient-based optimization approach to solve the control optimization problem. The controller uses a new smooth integrated flow-emission model to find a balanced tradeoff between reduction of the congestion and of the total emissions. We also introduce efficient smoothening methods for nonsmooth mathematical models of physical systems. The effectiveness of the proposed approach is demonstrated via a case study.en
ΤύποςPeer-Reviewed Journal Publicationen
ΤύποςΔημοσίευση σε Περιοδικό με Κριτέςel
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2019-09-13-
Ημερομηνία Δημοσίευσης2018-
Θεματική ΚατηγορίαGradient-based optimizationen
Θεματική ΚατηγορίαModel-predictive control (MPC)en
Θεματική ΚατηγορίαSmootheningen
Θεματική ΚατηγορίαUrban traffic control en
Βιβλιογραφική ΑναφοράΑ. Jamshidnejad, Ι. Papamichail, Μ. Papageorgiou and B. De Schutter, "Sustainable model-predictive control in urban traffic networks: efficient solution based on general smoothening methods," IEEE Trans. Control Syst. Technol., vol. 26, no. 3, pp. 813-827, May 2018. doi: 10.1109/TCST.2017.2699160el

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