A Two-Layer Approach for Rebalancing Ride-Hailing Vehicles
Küçük Resim Yok
Tarih
2023
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Institute of Electrical and Electronics Engineers Inc.
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Ride-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.
Açıklama
26th IEEE International Conference on Intelligent Transportation Systems, ITSC 2023 -- 24 September 2023 through 28 September 2023 -- -- 197273
Anahtar Kelimeler
Controllers; Control Framework; Control Methods; Efficient Managements; Hierarchical Control; Model Method; Modelling And Controls; Optimal Positioning; Rebalancing; Service Levels; Two-Layer Approach; Vehicles
Kaynak
IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
WoS Q Değeri
Scopus Q Değeri
N/A
