基于投影寻踪聚类的供水管网抗震能力评价

Li Yanfeng, Yin Jiaxiao, Li Chaofeng, Wang Wei, Y. Xiaochen, Li Zipeng
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引用次数: 0

摘要

为了保证城市供水管网各级的安全运行ꎬ在对管网回弹性分析和震害机理ꎬ的基础上,建立了考虑管道物理性质ꎬ外部环境和管道水力作用的管网地震安全回弹性评价指标体系。然后将ꎬ投影寻踪法线性引入工程评价指标ꎬ,建立投影寻踪聚类评价模型,分析各管道的地震安全回弹水平,得到各管道的回弹等级和顺序。最后ꎬ应用该模型对某供水网络进行了评价ꎬ,并将其评价结果与动态分类方法和系谱聚类方法得到的评价结果进行了比较。结果表明,基于投影寻踪聚类的评价模型能较好地对供水管网地震安全弹性进行分级和排序,并能综合反映管道材料、连接方式等不同因素的影响。
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Assessment on seismic resilience of water supply network based on projection pursuit cluster
In order to ensure safe operation of urban water supply network at different levelsꎬ based on resilience analysis and seismic damage mechanism of networkꎬ a seismic safety resilience evaluation index system of the network was established which considered pipelines' physical propertiesꎬ external environment and hydraulic function in pipes. Thenꎬ projection pursuit method was introduced to project evaluation index linearlyꎬ 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. Finallyꎬ this model was applied to evaluate a water supply networkꎬ and its assessment results were compared with those 第 6 期 李岩峰等: 基于投影寻踪聚类的供水管网地震韧性评估 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.
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来源期刊
CiteScore
1.30
自引率
0.00%
发文量
8733
期刊介绍: China Safety Science Journal is administered by China Association for Science and Technology and sponsored by China Occupational Safety and Health Association (formerly China Society of Science and Technology for Labor Protection). It was first published on January 20, 1991 and was approved for public distribution at home and abroad. China Safety Science Journal (CN 11-2865/X ISSN 1003-3033 CODEN ZAKXAM) is a monthly magazine, 12 issues a year, large 16 folo, the domestic price of each book is 40.00 yuan, the annual price is 480.00 yuan. Mailing code 82-454. Honors: Scopus database includes journals in the field of safety science of high-quality scientific journals classification catalog T1 level National Chinese core journals China Science and technology core journals CSCD journals The United States "Chemical Abstracts" search included the United States "Cambridge Scientific Abstracts: Materials Information" search included
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