The Basis for the Transportation Microscopic Simulation Model Validation

被引:0
作者
Zenina, Nadezda [1 ]
Merkuryev, Yuri [1 ]
机构
[1] Riga Tech Univ, Dept Modelling & Simulat, Riga, Latvia
来源
2019 60TH INTERNATIONAL SCIENTIFIC CONFERENCE ON INFORMATION TECHNOLOGY AND MANAGEMENT SCIENCE OF RIGA TECHNICAL UNIVERSITY (ITMS) | 2019年
关键词
simulation; transportation; validation; verification; microscopic; CALIBRATION;
D O I
10.1109/itms47855.2019.8940674
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Simulation allows to comprehensively examine the various processes and systems, and to evaluate the expected results before decision. To create reliable transportation simulation model, it should be carefully and in depth validated. The purpose of this paper is to describe the basis for the transportation microscopic simulation model validation. The paper contains the basic steps for the transportation simulation model development and validation. Various definitions for the simulation model verification, validation and calibration are considered. Validation and calibration parameters selection depends on the complexity of analysable task, initial amount and quality of input data. A summary of the transportation simulation model validation methods and parameters is presented.
引用
收藏
页数:6
相关论文
共 30 条
  • [1] [Anonymous], 2018, AIMSUN NEXT MODELLIN
  • [2] [Anonymous], 2017, SMART GOALS GUIDE
  • [3] Calibration of microscopic traffic simulation models - Methods and application
    Balakrishna, Ramachandran
    Antoniou, Constantinos
    Ben-Akiva, Moshe
    Koutsopoulos, Haris N.
    Wen, Yang
    [J]. TRANSPORTATION RESEARCH RECORD, 2007, (1999) : 198 - 207
  • [4] Ben-Akiva M., 2015, TRANSPORT RES C-EMER, V51, P149
  • [5] Activity-based disaggregate travel demand model system with activity schedules
    Bowman, JL
    Ben-Akiva, ME
    [J]. TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2001, 35 (01) : 1 - 28
  • [6] Examining the quality of synthetic origin-destination trip table estimated by path flow estimator
    Chen, A
    Chootinan, P
    Recker, WW
    [J]. JOURNAL OF TRANSPORTATION ENGINEERING, 2005, 131 (07) : 506 - 513
  • [7] Detering S., 2010, ADV SYSTEMS MEASUREM, V3, P48
  • [8] Fratar T. J., 2008, HIGHWAY RES BOARD, P53
  • [9] Han J, 2012, MOR KAUF D, P1
  • [10] Hellinga C, 1998, ADVANCED INSTRUMENTATION, DATA INTERPRETATION, AND CONTROL OF BIOTECHNOLOGICAL PROCESSES, P211