CBR Based Emergency Disposal Plan Establishment
编号:1982 访问权限:仅限参会人 更新:2021-12-06 11:00:48 浏览:134次 张贴报告

报告开始:2021年12月17日 09:05(Asia/Shanghai)

报告时间:1min

所在会场:[P2] Poster2021 [P2T4] Track 4 Transportation Behavior, Safety and Security

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摘要
In the process of railway operation, equipment faults are inevitable, however, establishing emergency disposal plans manually is time-consuming, which may affect the efficiency and safety of railway operation. With lots of on-site historical emergency disposal cases, this paper introduces an assistant decision-making model based on CBR (Case-based Reasoning). A case database based on the case representation is constructed by keywords extracted from text files. The location information is used to perform case screening. Then, the attribute similarities of the detailed information can be obtained through similarity calculation. Meanwhile, the AHP (analytic hierarchy process) is used to obtain the weight vector of each attribute to calculate the case similarities, eventually, to obtain the most similar case. According to the most similar emergency disposal plan, combined with the train diagram, the emergency disposal plan for the current fault is automatically established, and this can reduce the time of establishment and execution.
关键词
CICTP
报告人
Chenkai Tang
Tongji University

稿件作者
Chenkai Tang Tongji University
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重要日期
  • 会议日期

    12月17日

    2021

    12月20日

    2021

  • 12月16日 2021

    报告提交截止日期

  • 12月24日 2021

    注册截止日期

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Chinese Overseas Transportation Association
Chang'an University
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