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研究与探索

基于综合相似度的地铁施工风险应急推理研究

  • 梅江钟 ,
  • 马玉洁
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  • (1. 西安建筑科技大学管理学院, 陕西西安 710055; 2. 长庆油田第十一采油厂, 陕西西安 710055)
梅江钟(1990—),男,四川达州人,西安建筑科技大学工业工程专业在读硕士,研究方向为工程项目管理、隧道施工风险、装配式建筑施工能耗。Email: mjz272595431@163.com。

收稿日期: 2016-12-30

  修回日期: 2017-03-30

  网络出版日期: 2017-09-28

基金资助

陕西省教育厅科研计划项目(14JZ023)

Study of Risk Reasoning of Metro Construction Emergency Response Based on Comprehensive Similarity

  • MEI Jiangzhong ,
  • MA Yujie
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  • (1. School of Management, Xi′an University of Architecture & Technology, Xi′an 710055, Shaanxi, China; 2. Changqing Oilfield Eleventh Oil Production Plant, Xi′an 710055, Shaanxi, China)

Received date: 2016-12-30

  Revised date: 2017-03-30

  Online published: 2017-09-28

摘要

针对地铁项目施工环境复杂、不可预见因素多、施工事故频发、难以对其进行快速有效的应急决策与救援的问题,首先,搜集以往地铁施工应急案例,分析地铁施工风险因素,运用Protégé软件建立知识本体模型;然后,计算本体库中源案例与目标案例的综合相似度,从案例库中匹配出综合相似度最大的源案例,通过对比本体库中与目标案例相似度最高源案例的关键属性,运用规则推理对相似案例的应急措施进行适用性修改,从而提高应急措施的针对性,为快速有效地应对地铁施工事故进行应急决策提供新的方法;最后,以某地铁项目施工为例,验证了该相似度算法的合理性。

本文引用格式

梅江钟 , 马玉洁 . 基于综合相似度的地铁施工风险应急推理研究[J]. 隧道建设, 2017 , 37(9) : 1126 -1133 . DOI: 10.3973/j.issn.1672-741X.2017.09.010

Abstract

The construction environment of metro project is complex; the unforeseeable factors are many; the construction accidents are frequent, and it is difficult to carry out quick and effective emergency decisionmaking and rescue. Firstly, the emergency cases of metro construction are collected; the risk factors are analyzed; and the knowledge ontology model is established by software Protégé. And then the comprehensive similarity between the source case and the target case in the ontology library is calculated; the source case with maximum similarity degree is selected, the key properties of source case in ontology library and target case are compared; and the adaptability of emergency method of similar cases are modified by rule reasoning to improve the pertinence of the emergency method and provide a new method for emergency decisionmaking and rescue of metro accidents. Finally, the rationality of the comprehensive similarity algorithm is verified by a case stady.

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