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DECISION TREE ANALYSIS OF PROCESSES GENERATING WATER-RELATED BUILDING DAMAGE: A CASE STUDY IN ROTTERDAM, THE NETHERLANDS

机译:生成水相关建筑损伤的过程决策树分析 - 以荷兰鹿特丹的一个案例研究

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The objective of this study was to identify the main failure mechanisms behind water-related building damage and to investigate to what extent these processes are related to characteristics of buildings and rainfall events. Results are based on the mining of property level insurance damage data, for a case study in Rotterdam, the Netherlands. This study has found that most frequent causes of water-related damage relate to roof leakages (28%), bursts of household water supply pipes (19%) and blocked household wastewater systems (18%). Cases of sewer flooding or depression filling were less present (2.4% and 0.6%), but showed stronger correlations with heavy rainfall events than any other failure mechanism. Classification tree analysis revealed that water discharges from neighbours is the main damage cause for high-rise buildings on days with no or minor rainfall (< 7.5 mm/h). Moreover, damage due to blocked household wastewater systems is associated with low-rise buildings younger than 50 years.
机译:这项研究的目的是确定的主要失效机理背后水有关的建筑损坏和调查到什么程度,这些过程与建筑和降雨的特点。结果是基于财产水平的保险损坏数据的挖掘,在荷兰鹿特丹的案例研究。本研究发现,与水相关的损伤最常见的原因涉及到屋顶渗漏(28%),家用供水管道(19%)和封端家庭污水系统(18%)的脉冲串。下水道溢流或凹陷填充例以下本(2.4%和0.6%),但表现出较强的相关性与强降雨事件比任何其它故障机制。分类树分析显示从邻居水排放是主要的损伤引起的高层建筑上没有或较小的降雨(<7.5毫米/小时)天。而且,由于受阻家庭污水系统损伤与低层建筑物小于50岁相关联。

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