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
  • [11] Robust Longitudinal Distributed Model Predictive Control of Connected and Automated Vehicles With Coupled Safety Constraints
    Bai, Weiqi
    Xu, Bin
    Liu, Hui
    Qin, Yechen
    Xiang, Changle
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, 72 (03) : 2960 - 2973
  • [12] Robustness Analysis of a Distributed Adaptive Model Predictive Control for Connected and Automated Vehicles Against Delays
    Landolfi, Enrico
    Salvi, Alessandro
    Troiano, Alfredo
    Natale, Ciro
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2024, 32 (05) : 1540 - 1554
  • [13] A novel cooperative driving model for platooning of connected and automated vehicles
    Chen, Jianzhong
    Xu, Zhaoxin
    Li, Jing
    Lin, Haomeng
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2023, 34 (07):
  • [14] Distributed Model Predictive Control for Platooning of Heterogeneous Vehicles with Multiple Constraints and Communication Delays
    Yan, Maode
    Ma, Wenrui
    Zuo, Lei
    Yang, Panpan
    JOURNAL OF ADVANCED TRANSPORTATION, 2020, 2020
  • [15] Impacts of Platooning of Connected Automated Vehicles on Highways
    Martinez-Diaz, Margarita
    Al-Haddad, Christelle
    Soriguera, Francesc
    Antoniou, Constantinos
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 25 (07) : 6366 - 6396
  • [16] Distributed Adaptive Platooning Control of Connected Vehicles With Markov Switching Topologies
    Ding, Sanbo
    Ai, Hongfei
    Xie, Xiangpeng
    Jing, Yanhui
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 25 (11) : 18421 - 18432
  • [17] Fuel efficiency-oriented platooning control of connected nonlinear vehicles: A distributed economic MPC approach
    He, Defeng
    Qiu, Tianxiang
    Luo, Renshi
    ASIAN JOURNAL OF CONTROL, 2020, 22 (04) : 1628 - 1638
  • [18] Robust Predictive Control of Platooning Vehicles Using Communication
    Dold, Johannes
    Stursberg, Olaf
    AT-AUTOMATISIERUNGSTECHNIK, 2010, 58 (04) : 207 - 216
  • [19] Distributed model predictive control algorithm for vehicle platooning
    Maxim, Anca
    Caruntu, Constantin F.
    Lazar, Corneliu
    2016 20TH INTERNATIONAL CONFERENCE ON SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2016, : 657 - 662
  • [20] Cruise and headway control for vehicle platooning using a distributed model predictive control algorithm
    Maxim, Anca
    Caruntu, Constantin F.
    Lazar, Corneliu
    2017 21ST INTERNATIONAL CONFERENCE ON SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2017, : 146 - 151