Safety, Energy, and Emissions Impacts of Adaptive Cruise Control and Cooperative Adaptive Cruise Control

被引:66
|
作者
Mahdinia, Iman [1 ]
Arvin, Ramin [1 ]
Khattak, Asad J. [1 ]
Ghiasi, Amir [2 ]
机构
[1] Univ Tennessee, Dept Civil & Environm Engn, Knoxville, TN 37996 USA
[2] Leidos Inc, Transportat Res, Reston, VA USA
关键词
MODEL-PREDICTIVE CONTROL; AUTONOMOUS VEHICLES; TRAFFIC FLOW; SYSTEM; TIME; INTERSECTIONS;
D O I
10.1177/0361198120918572
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Connected and automated vehicle technologies have the potential to significantly improve transportation system performance. In particular, advanced driver-assistance systems, such as adaptive cruise control (ACC) and cooperative adaptive cruise control (CACC), may lead to substantial improvements in performance by decreasing driver inputs and taking over control of the vehicle. However, the impacts of these technologies on the vehicle- and system-level energy consumption, emissions, and safety have not been quantified in field tests. The goal of this paper is to study the impacts of automated and cooperative systems in mixed traffic containing conventional, ACC, and CACC vehicles. To reach this goal, experimental data based on real-world conditions are collected (in tests conducted by the Federal Highway Administration and the U.S. Department of Transportation) with presence of ACC, CACC, and conventional vehicles in a vehicle platoon scenario and a cooperative merging scenario. Specifically, a platoon of five vehicles with different vehicle type combinations is analyzed to generate new knowledge about potential safety, energy efficiency, and emission improvement from vehicle automation and cooperation. Results show that adopting the CACC system in a five-vehicle platoon substantially reduces the driving volatility and reduces the risk of rear-end collision which consequently improves safety. Furthermore, it decreases fuel consumption and emissions compared with the ACC system and manually-driven vehicles. Results of the merging scenario show that while the cooperative merging system slightly reduces the driving volatility, the fuel consumption and emissions can increase because of sharper accelerations of CACC vehicles compared with manually-driven vehicles.
引用
收藏
页码:253 / 267
页数:15
相关论文
共 50 条
  • [21] Detecting Injection Attacks on Cooperative Adaptive Cruise Control
    Iorio, Marco
    Risso, Fulvio
    Sisto, Riccardo
    Buttiglieri, Alberto
    Reineri, Massimo
    2019 IEEE VEHICULAR NETWORKING CONFERENCE (VNC), 2019,
  • [22] Cooperative Adaptive Cruise Control in Real Traffic Situations
    Milanes, Vicente
    Shladover, Steven E.
    Spring, John
    Nowakowski, Christopher
    Kawazoe, Hiroshi
    Nakamura, Masahide
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, 15 (01) : 296 - 305
  • [23] Cooperative Adaptive Cruise Control: A Reinforcement Learning Approach
    Desjardins, Charles
    Chaib-draa, Brahim
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2011, 12 (04) : 1248 - 1260
  • [24] Robust Eco Adaptive Cruise Control for Cooperative Vehicles
    Kim, Yeojun
    Guanetti, Jacopo
    Borrelli, Francesco
    2019 18TH EUROPEAN CONTROL CONFERENCE (ECC), 2019, : 1214 - 1219
  • [25] Cooperative Adaptive Cruise Control With Unconnected Vehicle in the Loop
    Chen, Zheng
    Park, Byungkyu Brian
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (05) : 4176 - 4186
  • [26] Cooperative Adaptive Cruise Control of Heterogeneous Vehicle Platoons
    Lefeber, Erjen
    Ploeg, Jeroen
    Nijmeijer, Henk
    IFAC PAPERSONLINE, 2020, 53 (02): : 15217 - 15222
  • [27] Analyzing Attacks on Cooperative Adaptive Cruise Control (CACC)
    van der Heijden, Rens
    Lukaseder, Thomas
    Kargl, Frank
    2017 IEEE VEHICULAR NETWORKING CONFERENCE (VNC), 2017, : 45 - 52
  • [28] Vehicle Sequence Reordering with Cooperative Adaptive Cruise Control
    Huang, Ta-Wei
    Tsai, Yun-Yun
    Lin, Chung-Wei
    Ho, Tsung-Yi
    2019 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE), 2019, : 610 - 613
  • [29] Design and test of a cooperative adaptive cruise control system
    de Bruin, D
    Kroon, J
    van Klaveren, R
    Nelisse, M
    2004 IEEE INTELLIGENT VEHICLES SYMPOSIUM, 2004, : 392 - 396
  • [30] Dynamic traffic assignment of cooperative adaptive cruise control
    Melson, Christopher L.
    Levin, Michael W.
    Hammit, Britton E.
    Boyles, Stephen D.
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2018, 90 : 114 - 133