期刊文献+

基于投影寻踪聚类的供水管网地震韧性评估 被引量:5

Assessment on seismic resilience of water supply network based on projection pursuit cluster
在线阅读 下载PDF
导出
摘要 为分级保障城市供水管网安全运行,基于韧性解析和管网震害机制,构建考虑管道物理属性、管外环境条件、管内水力功能等因素的供水管网地震安全韧性评估指标体系;引入投影寻踪方法对各指标进行线性投影,建立供水管网地震安全韧性评估的投影寻踪聚类模型,量化分析供水管网地震安全韧性水平并分级,确定各管段地震安全韧性等级及排序;应用评估某供水管网,并将评估结果与动态分级法、谱系聚类法进行对比。结果表明:基于投影寻踪聚类的供水管网地震韧性评估模型可成功实现供水管网地震安全的韧性分级与排序,更全面地反映管材、接口形式等不同因素对供水管网地震安全韧性的影响程度。 In order to ensure safe operation of urban water supply network at different levels,based on resilience analysis and seismic damage mechanism of network,a seismic safety resilience evaluation index system of the network was established which considered pipelines’physical properties,external environment and hydraulic function in pipes.Then,projection pursuit method was introduced to project evaluation index linearly,and a projection pursuit cluster model for assessment was established to analyze seismic safety resilience level and to obtain resilience grade and order of each pipes.Finally,this model was applied to evaluate a water supply network,and its assessment results were compared with those obtained by dynamic classification method and pedigree clustering method.The results show that the proposed evaluation model based on projection pursuit cluster can successfully grade and rank seismic safety resilience of water supply network and comprehensively reflect influence of different elements including pipes’material and connection type.
作者 李岩峰 尹家骁 刘朝峰 王威 于小晨 李子芃 LI Yanfeng;YIN Jiaxiao;LIU Chaofeng;WANG Wei;YU Xiaochen;LI Zipeng(School of Civil and Transportation Engineering,Hebei University of Technology,Tianjin 300401,China;Institute of Earthquake Resistance and Disaster Reduction,Beijing University of Technology,Beijing 100124,China;School of International Education,Hebei University of Technology,Tianjin 300401,China)
出处 《中国安全科学学报》 CAS CSCD 北大核心 2020年第6期152-157,共6页 China Safety Science Journal
基金 中国地震局工程力学研究所基本科研业务费专项项目(2019EEEVL0501) 国家自然科学基金资助(51678017) 河北省自然科学基金资助(E2019202470,G2018202059) 河北省高等学校科学技术研究项目(QN2018094)。
关键词 投影寻踪聚类 供水管网 地震韧性 水力分析 评估指标体系 分级保障 projection pursuit cluster water supply network earthquake resilience hydraulic analysis evaluation index system hierarchical guarantee
作者简介 通信作者:刘朝峰(1984一),男,河北晋州人,博士,副教授,主要从事城市与基础设施防灾减灾方面的研究。E-mail:liucf8403@hebut.edu.cn;李岩峰(1981-),男,河北张北人,硕士,高级工程师,主要从事结构损伤评估方面的研究。E-mail:liyanfengwindy@163.com;王威,副研究员。
  • 相关文献

参考文献9

二级参考文献79

共引文献162

同被引文献26

引证文献5

二级引证文献7

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部