Eco-Departure of Connected Vehicles With V2X Communication at Signalized Intersections

被引:110
|
作者
Li, Shengbo Eben [1 ]
Xu, Shaobing [1 ]
Huang, Xiaoyu [2 ]
Cheng, Bo [1 ]
Peng, Huei [1 ,3 ]
机构
[1] Tsinghua Univ, Dept Automot Engn, State Key Lab Automot Safety & Energy, Beijing 100084, Peoples R China
[2] Ohio State Univ, Dept Mech & Aerosp Engn, Columbus, OH 43210 USA
[3] Univ Michigan, Dept Mech Engn, Ann Arbor, MI 48109 USA
基金
中国国家自然科学基金;
关键词
Connected vehicles; eco-departure; eco-driving; optimal control; pseudospectral method; FUEL-ECONOMY;
D O I
10.1109/TVT.2015.2483779
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Eco-driving at signalized intersections has significant potential for energy saving. In this paper, we focus on eco-departure operations of connected vehicles equipped with an internal combustion engine and a step-gear automatic transmission. A Bolza-type optimal control problem (OCP) is formulated to minimize engine fuel consumption. Due to the discrete gear ratio, this OCP is a nonlinear mixed-integer problem, which is challenging to handle by most existing optimization methods. The Legendre pseudospectral method combining the knotting technique is employed to convert it into a multistage interconnected nonlinear programming problem, which then solves the optimal engine torque and transmission gear position. The fuel-saving benefit of the optimized eco-departing operation is validated by a passenger car with a five-speed transmission. For real-time implementation, a near-optimal departing strategy is proposed to quickly determine the behavior of the engine and transmission. When a string of vehicles are departing from an intersection, the acceleration of the leading vehicle(s) should be considered to control the following vehicles. This issue is also addressed in this paper.
引用
收藏
页码:5439 / 5449
页数:11
相关论文
共 50 条
  • [31] Enhanced speed advice for connected vehicles in the proximity of signalized intersections
    Mintsis, Evangelos
    Vlahogianni, Eleni I.
    Mitsakis, Evangelos
    Ozkul, Seckin
    [J]. EUROPEAN TRANSPORT RESEARCH REVIEW, 2021, 13 (01)
  • [32] Enhanced speed advice for connected vehicles in the proximity of signalized intersections
    Evangelos Mintsis
    Eleni I. Vlahogianni
    Evangelos Mitsakis
    Seckin Ozkul
    [J]. European Transport Research Review, 2021, 13
  • [33] Can V2X Communication Help Electric Vehicles Save Energy?
    Tielert, Tessa
    Rieger, David
    Hartenstein, Hannes
    Luz, Raphael
    Hausberger, Stefan
    [J]. 2012 12TH INTERNATIONAL CONFERENCE ON ITS TELECOMMUNICATIONS (ITST-2012), 2012, : 226 - 231
  • [34] LoRa Architecture for V2X Communication: An Experimental Evaluation with Vehicles on the Move
    Haque, Khandaker Foysal
    Abdelgawad, Ahmed
    Yanambaka, Venkata Prasanth
    Yelamarthi, Kumar
    [J]. SENSORS, 2020, 20 (23) : 1 - 26
  • [35] Platoon Control for Connected Vehicles based on the V2X Communications: Design and Implementation
    Chen, Wenbo
    Li, Yongfu
    Zhang, Kaibi
    Zheng, Taixiong
    Feng, Huizong
    [J]. PROCEEDINGS OF THE 30TH CHINESE CONTROL AND DECISION CONFERENCE (2018 CCDC), 2018, : 6552 - 6557
  • [36] Hybrid Reinforcement Learning-Based Eco-Driving Strategy for Connected and Automated Vehicles at Signalized Intersections
    Bai, Zhengwei
    Hao, Peng
    Shangguan, Wei
    Cai, Baigen
    Barth, Matthew J.
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (09) : 15850 - 15863
  • [37] V2X Technology in Autonomous Vehicles
    Ranjan, Bibhay
    [J]. 2021 IEEE INTERNATIONAL SYMPOSIUM ON SMART ELECTRONIC SYSTEMS (ISES 2021), 2021, : XLII - XLII
  • [38] Machine Learning-Based Eco-Approach and Departure: Real-Time Trajectory Optimization at Connected Signalized Intersections
    Esaid, Danial
    Hao, Peng
    Wu, Guoyuan
    Ye, Fei
    Wei, Zhensong
    Boriboonsomsin, Kanok
    Barth, Matthew
    [J]. SAE International journal of Sustainable Transportation, Energy, Environment, and Policy, 2021, 3 (01):
  • [39] Eco-Driving of Autonomous Vehicles for Nonstop Crossing of Signalized Intersections
    Meng, Xiangyu
    Cassandras, Christos G.
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2022, 19 (01) : 320 - 331
  • [40] Cluster-Wise Cooperative Eco-Approach and Departure Application for Connected and Automated Vehicles Along Signalized Arterials
    Wang, Ziran
    Wu, Guoyuan
    Hao, Peng
    Barth, Matthew J.
    [J]. IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2018, 3 (04): : 404 - 413