Multiobjective Platooning of Connected and Automated Vehicles Using Distributed Economic Model Predictive Control

被引:22
|
作者
Luo, Jie [1 ]
He, Defeng [1 ]
Zhu, Wei [1 ]
Du, Haiping [2 ]
机构
[1] Zhejiang Univ Technol, Coll Informat Engn, Hangzhou 310023, Zhejiang, Peoples R China
[2] Univ Wollongong, Sch Elect Comp & Telecommun Engn, Wollongong, NSW 2522, Australia
基金
中国国家自然科学基金;
关键词
Stability criteria; Engines; Torque; Topology; Resistance; Asymptotic stability; Safety; Vehicle platoon; economic model predictive control; multiobjective control; distributed control; string stability; LOOK-AHEAD CONTROL; STRING STABILITY; CRUISE CONTROL; HORIZON CONTROL; FRAMEWORK; SYSTEMS; MPC;
D O I
10.1109/TITS.2022.3170977
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This paper considers the multi-objective platooning control problem of a group of connected and automated vehicles (CAVs) with bidirectional topologies. A new distributed economic model predictive control (DEMPC) algorithm is presented to reconcile the conflict of the control objectives of tracking, safety, stability and fuel economy of the heterogeneous vehicle platoon with guaranteed string stability. Using transient engine energy efficiency indices and cooperative performance of tracking and string stability, two distributed receding horizon optimal control problems are orderly formulated by a Lyapunov-based coupling constraint. Moreover, a new concept of gamma -string stability is defined for the platoon with bidirectional topologies. Some distributed terminal conditions are then derived to guarantee the recursive feasibility and asymptotic stability of the DEMPC as well as gamma -string stability of the platoon in the presence of constraints. Compared to traditional platooning control, the new DEMPC has a 4.2% energy-saving of vehicles while achieving the cooperative tasks of the platoon in several simulation scenarios.
引用
收藏
页码:19121 / 19135
页数:15
相关论文
共 50 条
  • [1] Distributed Model Predictive Control for Connected and Automated Vehicles in the Presence of Uncertainty
    HomChaudhuri, Baisravan
    Bhattacharyya, Viranjan
    Journal of Autonomous Vehicles and Systems, 2022, 2 (01):
  • [2] Dual-mode Distributed Model Predictive Control for Platooning of Connected Vehicles with Nonlinear Dynamics
    Maode Yan
    Wenrui Ma
    Lei Zuo
    Panpan Yang
    International Journal of Control, Automation and Systems, 2019, 17 : 3091 - 3101
  • [3] Non-iterative Distributed Model Predictive Control for Flexible Vehicle Platooning of Connected Vehicles
    Liu, Peng
    Ozguner, Umit
    2017 AMERICAN CONTROL CONFERENCE (ACC), 2017, : 4977 - 4982
  • [4] Dual-mode Distributed Model Predictive Control for Platooning of Connected Vehicles with Nonlinear Dynamics
    Yan, Maode
    Ma, Wenrui
    Zuo, Lei
    Yang, Panpan
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2019, 17 (12) : 3091 - 3101
  • [5] Distributed Model Predictive Control of Connected and Automated Vehicles With Markov Packet Loss
    Bian, Yougang
    Wang, Xuan
    Tan, Yan
    Hu, Manjiang
    Du, Changkun
    Sun, Zhongqi
    Guo, Ge
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2025, 11 (02): : 6368 - 6379
  • [6] Distributed Predictive Control of Communicating and Platooning Vehicles
    Dold, Johannes
    Stursberg, Olaf
    PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009), 2009, : 561 - 566
  • [7] Merging of Connected and Automated Vehicles at Roundabout using Model Predictive Control
    Nor, Mohamad Hafizulazwan Bin Mohamad
    Namerikawa, Toru
    2018 57TH ANNUAL CONFERENCE OF THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS OF JAPAN (SICE), 2018, : 272 - 277
  • [8] Hierarchical Model Predictive Control of Intelligent and Connected Hybrid Electric Vehicles Platooning
    Guo J.
    Wang B.
    Wang J.
    Luo Y.
    Li K.
    Qiche Gongcheng/Automotive Engineering, 2020, 42 (10): : 1293 - 1301and1334
  • [9] Robust distributed model predictive platooning control for heterogeneous autonomous surface vehicles
    Wei, Henglai
    Sun, Qi
    Chen, Jicheng
    Shi, Yang
    CONTROL ENGINEERING PRACTICE, 2021, 107
  • [10] Fully Distributed Model Predictive Control of Connected Automated Vehicles in Intersections: Theory and Vehicle Experiments
    Katriniok, Alexander
    Rosarius, Benedikt
    Mahonen, Petri
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (10) : 18288 - 18300