Integrated corridor management by cooperative traffic signal and ramp metering control

被引:1
|
作者
Al Farabi, Abdullah [5 ]
Mohebifard, Rasool [1 ]
Niroumand, Ramin [2 ]
Hajbabaie, Ali [1 ]
Hadi, Mohammed [3 ]
Elefteriadou, Lily [4 ]
机构
[1] North Carolina State Univ, Dept Civil Construct & Environm Engn, Raleigh, NC USA
[2] Aalto Univ, Dept Built Environm, Espoo, Finland
[3] Florida Int Univ, Dept Civil & Environm Engn, Miami, FL USA
[4] Univ Florida, Dept Civil & Coastal Engn, Gainesville, FL USA
[5] North Carolina State Univ, Dept Civil Construct & Environm Engn, Raleigh, NC 27695 USA
关键词
CELL TRANSMISSION MODEL; PREDICTIVE CONTROL; INCIDENT DETECTION; URBAN; NETWORK; ALGORITHM;
D O I
10.1111/mice.13199
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper formulates a cooperative traffic control methodology that integrates traffic signal timing and ramp metering decisions into an optimization model to improve traffic operations in a corridor network. A mixed integer linear model is formulated and is solved in real time within a model predictive controller framework, where the cell transmission model is used as the system state predictor. The methodology is benchmarked in a case study corridor in San Mateo, CA, in VISSIM with two optimization scenarios, namely, optimal metering and optimal signal control, and two simulation scenarios with a preset metering plan and no metering. The numerical results show that integrated traffic signal and ramp metering control reduces delays, stops, and travel times of the corridor by up to 33.1%, 36%, and 16.4%, respectively, compared to existing benchmark conditions. With appropriate weights prioritizing freeway or arterial street operations, the integrated control balances traffic congestion between the arterial street and the freeway.
引用
收藏
页码:2439 / 2456
页数:18
相关论文
共 50 条
  • [31] Genetic-fuzzy logic ramp metering control for ramp metering of motorway
    Yu, X. F.
    Alam, F.
    Xu, W. L.
    INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 2014, 50 (1-2) : 30 - 44
  • [32] Evaluation Study of Inflow Traffic Control by Ramp Metering on Tokyo Metropolitan Expressway
    Tsubota, Y.
    Iwata, M.
    Kawashima, H.
    MODSIM 2005: INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION: ADVANCES AND APPLICATIONS FOR MANAGEMENT AND DECISION MAKING: ADVANCES AND APPLICATIONS FOR MANAGEMENT AND DECISION MAKING, 2005, : 3009 - 3015
  • [33] Novel Freeway Traffic Control with Variable Speed Limit and Coordinated Ramp Metering
    Lu, Xiao-Yun
    Varaiya, Pravin
    Horowitz, Roberto
    Su, Dongyan
    Shladover, Steven E.
    TRANSPORTATION RESEARCH RECORD, 2011, (2229) : 55 - 65
  • [34] Closed-loop stability of freeway traffic systems with ramp metering control
    Pasquale, C.
    Sacone, S.
    Siri, S.
    2018 IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2018, : 223 - 228
  • [35] IFT-based ALINEA Control for Freeway Traffic On-Ramp Metering
    Chi, Ronghu
    Tao, A-rong
    Hou, Zhongsheng
    2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, : 4446 - +
  • [36] Macroscopic traffic flow modelling and ramp metering control using Matlab/Simulink
    Taylor, CJ
    McKenna, PG
    Young, PC
    Chotai, A
    Mackinnon, M
    ENVIRONMENTAL MODELLING & SOFTWARE, 2004, 19 (10) : 975 - 988
  • [37] Integrated traffic corridor control using machine learning
    Jacob, C
    Abdulhai, B
    INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, 2005, : 3460 - 3465
  • [38] The iterative learning control based local traffic volume control approach via ramp metering
    Hou, Zhongsheng
    Xu, Jian-Xin
    Jiang, Daming
    2005 44TH IEEE CONFERENCE ON DECISION AND CONTROL & EUROPEAN CONTROL CONFERENCE, VOLS 1-8, 2005, : 2883 - 2888
  • [39] Field operational test of integrated freeway ramp metering/arterial adaptive signal control - Lessons learned in Irvine, California
    MacCarley, CA
    Mattingly, SP
    McNally, MG
    Mezger, D
    Moore, JE
    ADVANCED TRAFFIC MANAGEMENT SYSTEMS FOR FREEWAYS AND TRAFFIC SIGNAL SYSTEMS 2002: HIGHWAY OPERATIONS, CAPACITY, AND TRAFFIC CONTROL, 2002, (1811): : 76 - 83
  • [40] Do Freeway Traffic Management Strategies Exacerbate Urban Sprawl? The Case of Ramp Metering
    Zhang, Lei
    TRANSPORTATION RESEARCH RECORD, 2010, (2174) : 99 - 109