Fuel-Efficient En Route Formation of Truck Platoons

被引:83
|
作者
van de Hoef, Sebastian [1 ]
Johansson, Karl Henrik [1 ]
Dimarogonas, Dimos V.
机构
[1] KTH Royal Inst Technol, ACCESS Linnaeus Ctr, Sch Elect Engn, SE-10044 Stockholm, Sweden
基金
瑞典研究理事会;
关键词
Energy-efficient road freight transport; vehicle platooning; automated vehicle operation; intelligent logistics; connected vehicles; cooperative systems; HEAVY-DUTY VEHICLE;
D O I
10.1109/TITS.2017.2700021
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The problem of how to coordinate a large fleet of trucks with a given itinerary to enable fuel-efficient platooning is considered. Platooning is a promising technology that enables trucks to save significant amounts of fuel by driving close together and thus reducing air drag. A setting is considered in which each truck in a fleet is provided with a start location, a destination, a departure time, and an arrival deadline from a higher planning level. Fuel-efficient plans should be computed. The plans consist of routes and speed profiles that allow trucks to arrive by their arrival deadlines. Hereby, trucks can meet on common parts of their routes and form platoons, resulting in decreased fuel consumption. We formulate a combinatorial optimization problem that combines plans involving only two vehicles. We show that this problem is difficult to solve for large problem instances. Hence, a heuristic algorithm is proposed. The resulting plans are further optimized using convex optimization techniques. The method is evaluated with Monte Carlo simulations in a realistic setting. We demonstrate that the proposed algorithm can compute plans for thousands of trucks and that significant fuel savings can be achieved.
引用
收藏
页码:102 / 112
页数:11
相关论文
共 50 条
  • [21] FUEL-EFFICIENT AUTOS - PROGRESS AND PROGNOSIS
    WHITFORD, RK
    ANNUAL REVIEW OF ENERGY, 1984, 9 : 375 - 408
  • [22] Fuel-efficient forehearth and distributor systems
    Parkinson-Spencer Refractories, West-Yorkshire, United Kingdom
    Glass Int, 7 (67-70):
  • [23] Fuel-efficient truck platooning by a novel meta-heuristic inspired from ant colony optimisation
    Abtin Nourmohammadzadeh
    Sven Hartmann
    Soft Computing, 2019, 23 : 1439 - 1452
  • [24] Personalized Long-distance Fuel-efficient Route Recommendation Through Historical Trajectories Mining
    Wang, Zhan
    Peng, Zhaohui
    Wang, Senzhang
    Song, Qiao
    WSDM'22: PROCEEDINGS OF THE FIFTEENTH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING, 2022, : 1072 - 1080
  • [25] Fuel-efficient navigation in complex flows
    Senatore, Carmine
    Ross, Shane D.
    2008 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2008, : 1244 - 1248
  • [26] Fuel-Efficient Trajectories Traffic Synchronization
    Pawelek, Adrian
    Lichota, Piotr
    Dalmau, Ramon
    Prats, Xavier
    JOURNAL OF AIRCRAFT, 2019, 56 (02): : 481 - 492
  • [27] SIMULATION OF A FUEL-EFFICIENT AUGMENTED ENGINE
    GUI, XQ
    GOERING, CE
    BUCK, NL
    TRANSACTIONS OF THE ASAE, 1989, 32 (06): : 1875 - 1881
  • [28] SENSOR ALLOWS FUEL-EFFICIENT WASH
    不详
    PROFESSIONAL ENGINEERING, 2009, 22 (06) : 45 - 45
  • [29] On the incentives to provide fuel-efficient automobiles
    Hans Degryse
    Andreas Irmen
    Journal of Economics, 2001, 73 : 149 - 165
  • [30] How to support fuel-efficient driving?
    Gilman, Ekaterina
    Georgiev, Georgi V.
    Tikka, Piiastiina
    Pirttikangas, Susanna
    Riekki, Jukka
    IET INTELLIGENT TRANSPORT SYSTEMS, 2018, 12 (07) : 631 - 641