A discrete-event and hybrid traffic simulation model based on SimEvents for intelligent transportation system analysis in Mcity

被引:5
|
作者
Zhang, Yue [1 ]
Cassandras, Christos G. [1 ]
Li, Wei [2 ]
Mosterman, Pieter J. [2 ]
机构
[1] Boston Univ, Div Syst Engn, 15 St Marys St, Brookline, MA 02446 USA
[2] MathWorks, 1 Lakeside Campus Dr, Natick, MA 01760 USA
关键词
Discrete event systems; Hybrid systems; Intelligent transportation systems; Connected automated vehicles; AUTOMATED VEHICLES; FRAMEWORK;
D O I
10.1007/s10626-019-00286-w
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An intelligent transportation systems (ITS) is a typical cyber-physical system (CPS) in which physical components, for example, Connected Automated Vehicles (CAVs), are monitored and controlled through a network of cyber and physical components. Such systems, therefore, contain event-driven dynamics along with time-driven dynamics. The proposed discrete-event and hybrid simulation framework based on SimEvents facilitates testing for safety and performance evaluation of an ITS and has been used to build a traffic simulation model of the Mcity test facility. It is specifically designed for testing CAVs and contains various road/lane configurations and a complete instrumentation system. This enables users to study traffic at the microscopic level, including the effectiveness of new control algorithms for CAVs under different traffic scenarios, the event-driven aspects of transportation systems, and the effects of communication delays. The framework spans multiple toolboxes including MATLAB?, Simulink?, and SimEvents?.
引用
收藏
页码:265 / 295
页数:31
相关论文
共 50 条
  • [1] A discrete-event and hybrid traffic simulation model based on SimEvents for intelligent transportation system analysis in Mcity
    Yue Zhang
    Christos G. Cassandras
    Wei Li
    Pieter J. Mosterman
    [J]. Discrete Event Dynamic Systems, 2019, 29 : 265 - 295
  • [2] A Discrete-Event and Hybrid Simulation Framework Based on SimEvents for Intelligent Transportation System Analysis
    Zhang, Yue
    Cassandras, Christos G.
    Li, Wei
    Mosterman, Pieter J.
    [J]. IFAC PAPERSONLINE, 2018, 51 (07): : 323 - 328
  • [3] Discrete event and hybrid system simulation with SimEvents
    Clune, Michael I.
    Mosterman, Pieter J.
    Cassandras, Christos G.
    [J]. WODES 2006: EIGHTH INTERNATIONAL WORKSHOP ON DISCRETE EVENT SYSTEMS, PROCEEDINGS, 2006, : 386 - +
  • [4] EXTENSIBLE DISCRETE-EVENT SIMULATION FRAMEWORK IN SIMEVENTS
    Li, Wei
    Mani, Ramamurthy
    Mosterman, Pieter J.
    [J]. 2016 WINTER SIMULATION CONFERENCE (WSC), 2016, : 943 - 954
  • [5] A SIMEVENTS MODEL FOR HYBRID TRAFFIC SIMULATION
    Zhang, Yue
    Cassandras, Christos G.
    Li, Wei
    Mosterman, Pieter J.
    [J]. 2017 WINTER SIMULATION CONFERENCE (WSC), 2017, : 1455 - 1466
  • [6] VERIFICATION METHOD FOR DISCRETE-EVENT SIMULATION BASED ON DISCRETE-EVENT SYSTEM FORMALISM
    Jang, Sooyoung
    Choi, Changbeom
    [J]. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, 2023, 30 (05): : 1313 - 1327
  • [7] DISCRETE-EVENT SIMULATION OF FREEWAY TRAFFIC
    BERGER, CR
    SHAW, L
    [J]. SIMULATION, 1978, 30 (01) : 29 - 29
  • [8] Hybrid Vehicle Simulation System with Discrete-Event Modeling and Simulation
    Jafer, Shafagh
    Benjamin, Jeanette
    [J]. 2014 8TH ANNUAL IEEE SYSTEMS CONFERENCE (SYSCON), 2014, : 539 - 545
  • [9] Discrete-Event Simulation of an Intrahospital Transportation Service
    Painchaud, Maxime
    Belanger, Valerie
    Ruiz, Angel
    [J]. HEALTH CARE SYSTEMS ENGINEERING, 2017, 210 : 233 - 244
  • [10] AGENT-BASED DISCRETE-EVENT HYBRID SPACE MODELING APPROACH FOR TRANSPORTATION EVACUATION SIMULATION
    Zhang, Bo
    Chan, Wai Kin
    Ukkusuri, Satish V.
    [J]. PROCEEDINGS OF THE 2011 WINTER SIMULATION CONFERENCE (WSC), 2011, : 199 - 209