Volume 11 Issue 4
. 
Turn off MathJax
Article Contents
Article Navigation >  Journal of Traffic and Transportation Engineering  > 2011  >  11(4): 108-113
LIN Shan, XU Hong-ke, LIU Zhan-wen, LI Shu-guang. Traffic control method of highway tunnel emergency based on CBR and RBR[J]. Journal of Traffic and Transportation Engineering, 2011, 11(4): 108-113. doi: 10.19818/j.cnki.1671-1637.2011.04.017
Citation: LIN Shan, XU Hong-ke, LIU Zhan-wen, LI Shu-guang. Traffic control method of highway tunnel emergency based on CBR and RBR[J]. Journal of Traffic and Transportation Engineering, 2011, 11(4): 108-113. doi: 10.19818/j.cnki.1671-1637.2011.04.017
shu

Traffic control method of highway tunnel emergency based on CBR and RBR

doi: 10.19818/j.cnki.1671-1637.2011.04.017
  • 1.

    School of Electronic and Control Engineering, Chang'an University, Xi'an 710064, Shaanxi, China

  • 2.

    School of Information Engineering, Chang'an University, Xi'an 710064, Shaanxi, China

More Information
  • Author Bio:

    LIN Shan(1983-), male, doctoral student, +86-29-82336596, linshan@126.com

    XU Hong-ke(1963-), male, professor, PhD, +86-29-82334572, xuhongke@chd.edu.cn

  • Received Date: 2011-03-08
  • Publish Date: 2011-08-25
    Abstract
  • On the basis of traditional traffic control methods concluded by using experiences in highway tunnel, a traffic control method of highway tunnel emergency combining case-based reasoning (CBR) and rule-based reasoning (RBR) was provided by utilizing knowledge expression methods and rule-based expert system. A response plan generation and management system for highway tunnel vehicle guidance under emergency was set up based on the method. A parallel separate expressway tunnel was taken as example, cases were expressed as a triple-tuple form by using object-oriented expression method, including case attribution information, control scheme information and result information, and case similarity computation method was discussed. IF-THEN expression method was used, and the class attribute of highway tunnel emergency and the attribute of blocked lane numbers were combined, the reasoning rules of vehicle diffluence control strategy for single point traffic accident were produced. Simulation result shows that when the case number is insufficient, the traffic control method can reduce the generation time of response plan by 22% compared with CBR approach, and the method is efficacious.

     

    • FullText(HTML)
  • loading
    • References(11)
  • [1]
    韩直. 公路隧道交通控制模式研究[J]. 公路交通技术, 2004 (1): 86-90. https://www.cnki.com.cn/Article/CJFDTOTAL-GLJT200401023.htm

    HAN Zhi. Highway tunnel traffic control models[J]. Technology of Highway and Transport, 2004 (1): 86-90. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-GLJT200401023.htm
    [2]
    赵忠杰, 丁恒, 田梅. 公路隧道交通疏散策略[J]. 长安大学学报: 自然科学版, 2007, 27 (1): 50-53. https://www.cnki.com.cn/Article/CJFDTOTAL-XAGL200701011.htm

    ZHAO Zhong-jie, DING Heng, TIAN Mei. Strategy of dispersing disasterin highwaytunnel[J]. Journal of Chang'an University: Natural Science Edition, 2007, 27 (1): 50-53. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-XAGL200701011.htm
    [3]
    YANG Shun-xin, NIFu-jian, CHEN Fei. Hierarchical decisionmaking system for real-time freeway incident response[J]. Journal of Southeast University: English Edition, 2009, 25 (4): 536-540.
    [4]
    戢晓峰, 刘澜. 基于案例推理的交通拥挤管理方法[J]. 西南交通大学学报, 2009, 44 (3): 415-420. doi: 10.3969/j.issn.0258-2724.2009.03.019

    JI Xiao-feng, LIU Lan. Traffic congestion management method based on case-based reasoning[J]. Journal of Southwest Jiaotong University, 2009, 44 (3): 415-420. (in Chinese) doi: 10.3969/j.issn.0258-2724.2009.03.019
    [5]
    李小平, 唐士晟. 铁路救援指挥系统中IDSS的构建方法研究[J]. 铁道学报, 2008, 30 (5): 20-24. https://www.cnki.com.cn/Article/CJFDTOTAL-TDXB200805004.htm

    LI Xiao-ping, TANG Shi-sheng. Research of construction method of IDSS in the railway rescue command system[J]. Journal of the China Railway Society, 2008, 30 (5): 20-24. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-TDXB200805004.htm
    [6]
    CHOU J S. Web-based CBR system applied to early cost budgeting for pavement maintenance project[J]. Expert Systems with Applications, 2009, 36 (2): 2947-2960. doi: 10.1016/j.eswa.2008.01.025
    [7]
    TUNG Y H, TSENG S S, WENG J F, et al. A rule-based CBR approach for expert finding and problem diagnosis[J]. Expert Systems with Applications, 2010, 37 (3): 2427-2438.
    [8]
    罗杰文, 施智平, 何清, 等. 一种CBR与RBR相结合的快速预案生成系统[J]. 计算机研究与发展, 2007, 44 (4): 660-666. https://www.cnki.com.cn/Article/CJFDTOTAL-JFYZ200704016.htm

    LUO Jie-wen, SHI Zhi-ping, HE Qing, et al. A quick emergency response plan generation system combining CBR and RBR[J]. Journal of Computer Research and Development, 2007, 44 (4): 660-666. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-JFYZ200704016.htm
    [9]
    XU Hong-ke, CHUAI Jin-hua, CHEN Da-shan, et al. Simulation of highway tunnel traffic control and guidance[C]//Chinese Institude of Electronics. 2007 8th International Conference on Electronic Measurement and Instruments, ICEMI. Xi'an: Chinese Institude of Electronics, 2007: 2644-2647.
    [10]
    李乾鹏, 方家骐. 基于RBR和CBR规划中的知识表示方法研究[J]. 计算机工程与设计, 2009, 30 (22): 5166-5170, 5174. https://www.cnki.com.cn/Article/CJFDTOTAL-SJSJ200922036.htm

    LI Qian-peng, FANG Jia-qi. Knowledge representation of planning based on RBR and CBR[J]. Computer Engineering and Design, 2009, 30 (22): 5166-5170, 5174. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-SJSJ200922036.htm
    [11]
    杨善林, 胡笑旋, 李永森. 基于案例和规则推理的贝叶斯网建模[J]. 哈尔滨工业大学学报, 2006, 38 (10): 1644-1648. https://www.cnki.com.cn/Article/CJFDTOTAL-HEBX200610007.htm

    YANG Shan-lin, HU Xiao-xuan, LI Yong-sen. Bayesian network modeling based on CBRand RBR[J]. Journal of Harbin Institute of Technology, 2006, 38 (10): 1644-1648. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-HEBX200610007.htm
    • Relative Articles
    • Supplements(0)
    • Cited By
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索
    Get Citation
    PDF
    XML

    Article Metrics

    Article views (786) PDF downloads(607) Cited by()
    Proportional views
    Related

    Copyright《Journal of Traffic and Transportation Engineering》编辑部陕ICP备05001904号-1

    Address ：Editorial Department of Journal of Traffic and Transportation Engineering, Chang 'an University, Middle Section of South Second Ring Road, Xi 'an, Shaanxi（710064） Tel：029-82334388 Email：jygc@chd.edu.cn

    All visit:Today's visit:

    Supported by: Beijing Renhe Information Technology Co. Ltd    

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return