Optimization Models for Platoon Formation Problem with Charging Capacity

Muhammad Ridwan Reza Nugraha, Mouna Kchaou Boujelben, Young Ji Byon, Adriana F. Gabor

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations

    Abstract

    This paper considers a platooning scheduling problem for electric connected and autonomous vehicles (CAVs) operating on highways with a tree-shaped network with capacitated charging points. The objective is to determine platoons formations and charging schedule that minimize the total energy consumption and total duration of trips, while due times of all vehicles and capacity of all stations are not exceeded. We compare two MILP formulations for this problem; a straight-forward formulation based on detailed scheduling at each time unit, and a stronger formulation, based on pre-calculated possible charging time intervals. Through numerical experiments, we show that the formulation based on charging time intervals is on average 1.47 times faster than the detailed formulation and was able to solve 0.5% more instances.

    Original languageBritish English
    Title of host publication50th International Conference on Computers and Industrial Engineering, CIE 2023
    Subtitle of host publicationSustainable Digital Transformation
    EditorsYasser Dessouky, Abdulrahim Shamayleh
    Pages768-777
    Number of pages10
    ISBN (Electronic)9781713886952
    StatePublished - 2023
    Event50th International Conference on Computers and Industrial Engineering: Sustainable Digital Transformation, CIE 2023 - Sharjah, United Arab Emirates
    Duration: 30 Oct 20232 Nov 2023

    Publication series

    NameProceedings of International Conference on Computers and Industrial Engineering, CIE
    Volume2
    ISSN (Electronic)2164-8689

    Conference

    Conference50th International Conference on Computers and Industrial Engineering: Sustainable Digital Transformation, CIE 2023
    Country/TerritoryUnited Arab Emirates
    CitySharjah
    Period30/10/232/11/23

    Keywords

    • automated vehicle
    • charging capacity
    • mixed integer linear programming
    • platoon

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