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Real-Time Cross-Fleet Pareto-Improving Truck Platoon Coordination
KTH, School of Architecture and the Built Environment (ABE), Centres, Centre for Transport Studies, CTS. KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control).ORCID iD: 0000-0002-3877-4672
KTH, School of Industrial Engineering and Management (ITM), Centres, Integrated Transport Research Lab, ITRL. KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control).ORCID iD: 0000-0002-3672-5316
University of Michigan, Ann Arbor, MI.
University of Michigan, Ann Arbor, MI.
2021 (English)In: Proceedings IEEE Conference on Intelligent Transportation Systems, ITSC 2021, Institute of Electrical and Electronics Engineers (IEEE) , 2021, p. 996-1003Conference paper, Published paper (Refereed)
Abstract [en]

This paper studies a multi-fleet platoon coordination system in transport networks that deploy hubs to form trucks into platoons. The trucks belong to different fleets that are interested in increasing their profits by platooning across fleets. The profit of each fleet incorporates platooning rewards and costs for waiting at hubs. Each truck has a fixed route and a waiting time budget to spend at the hubs along its route. To ensure that all fleets are willing to participate in the system, we develop a cross-fleet Pareto-improving coordination strategy that guarantees higher fleet profits than a coordination strategy without cross-fleet platoons. By leveraging multiple hubs for platoon formation, the coordination strategy can be implemented in a real-time and distributed fashion while largely reducing the amount of travel information to be shared for system-wide coordination. We evaluate the proposed strategy in a simulation study over the Swedish transportation network. The cross-fleet platooning strategy significantly improves fleets' profits compared with single-fleet platooning, especially the profits from smaller fleets. The cross-fleet platooning strategy also shows strong competitiveness in terms of the system-wide profit compared to the case when a system planner optimizes all fleets' total profit.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE) , 2021. p. 996-1003
Keywords [en]
Automobiles, Budget control, Fleet operations, Trucks, Coordination strategy, Coordination systems, Real- time, Simulation studies, Swedishs, Time budget, Transport networks, Travel information, Truck platoons, Waiting time, Profitability
National Category
Vehicle and Aerospace Engineering
Identifiers
URN: urn:nbn:se:kth:diva-313138DOI: 10.1109/ITSC48978.2021.9565048ISI: 000841862501001Scopus ID: 2-s2.0-85118468774OAI: oai:DiVA.org:kth-313138DiVA, id: diva2:1670070
Conference
24th IEEE International Intelligent Transportation Systems Conference, ITSC 2021, Indianapolis, IN, USA, September 19-22, 2021
Note

Part of proceedings: ISBN 978-1-7281-9142-3

QC 20220615

Available from: 2022-06-15 Created: 2022-06-15 Last updated: 2025-02-14Bibliographically approved

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Johansson, AlexanderMårtensson, Jonas

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