A Two-Layer Approach for Rebalancing Ride-Hailing Vehicles

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dc.authorscopusid57199849040
dc.authorscopusid57862221900
dc.authorscopusid57193092799
dc.authorscopusid23987569600
dc.contributor.authorBeojone C.V.
dc.contributor.authorZhu P.
dc.contributor.authorSirmatel I.I.
dc.contributor.authorGeroliminis N.
dc.date.accessioned2024-06-12T10:25:23Z
dc.date.available2024-06-12T10:25:23Z
dc.date.issued2023
dc.description26th IEEE International Conference on Intelligent Transportation Systems, ITSC 2023 -- 24 September 2023 through 28 September 2023 -- -- 197273en_US
dc.description.abstractRide-hailing services are emerging as a mode of transportation, necessitating modeling and control methods for efficient management. In this paper, we propose a hierarchical control framework for the optimal positioning of idle vehicles for maximizing service level. An economic model predictive controller at the upper layer repositions idle vehicles between urban regions towards balancing interregional responsiveness, while a coverage controller at the lower layer distributes idle vehicles over space towards balancing intraregional responsiveness. Studies on detailed simulations of an urban road network suggest the potential of the method for improving performance. © 2023 IEEE.en_US
dc.description.sponsorshipSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung, SNF; NCCR Catalysis, NCCR: 51NF40 180545en_US
dc.description.sponsorship*Research supported by Swiss National Science Foundation (SNSF) under National Centre of Competence in Research, Dependable Ubiquitous Automation (NCCR Automation), grant agreement 51NF40 180545.en_US
dc.identifier.doi10.1109/ITSC57777.2023.10422674
dc.identifier.endpage2465en_US
dc.identifier.isbn9.79835E+12
dc.identifier.issn2153-0009
dc.identifier.scopus2-s2.0-85186534158en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage2460en_US
dc.identifier.urihttps://doi.org/10.1109/ITSC57777.2023.10422674
dc.identifier.urihttps://hdl.handle.net/20.500.14551/16317
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofIEEE Conference on Intelligent Transportation Systems, Proceedings, ITSCen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectControllers; Control Framework; Control Methods; Efficient Managements; Hierarchical Control; Model Method; Modelling And Controls; Optimal Positioning; Rebalancing; Service Levels; Two-Layer Approach; Vehiclesen_US
dc.titleA Two-Layer Approach for Rebalancing Ride-Hailing Vehiclesen_US
dc.typeConference Objecten_US

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