Multifactor Regression Analysis for Predicting Embankment Dam Breaching Parameters

被引:13
作者
Rong, Guiwen [1 ,2 ,3 ]
Wang, Xu [1 ]
Xu, Hui [2 ]
Xiao, Baiqing [1 ]
机构
[1] Anhui Univ Sci & Technol, Sch Earth & Environm, 168 Taifeng St, Huainan 232001, Peoples R China
[2] Nanjing Hydraul Res Inst, State Key Lab Hydrol Water Resources & Hydraul En, 1 Xikang Rd, Nanjing 210098, Jiangsu, Peoples R China
[3] Hohai Univ, Coll Water Conservancy & Hydropower Engn, 1 Xikang Rd, Nanjing 210098, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Embankment dam; Dam failure; Regression analysis; Breaching parameters; Hydraulic conditions; PEAK OUTFLOW; FAILURE; EROSION;
D O I
10.1061/(ASCE)HY.1943-7900.0001653
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Embankment dams are common worldwide, and the majority of past dam failures are related to such dams. It is imperative to improve the prediction accuracy of embankment dam failure to better estimate the potential impacts on downstream areas and create effective emergency response plans. A substantial database of 162 case studies was established based on previous studies. Three groups of regression equations relating to peak outflow discharge Q(p), mean breach width B-m and breach height H-b were developed as a function of two hydraulic conditions (volume of water above breach bottom V-w, and depth of water above breach bottom H-w). These proposed prediction formulas have good prediction accuracy and statistical significance. Comparative analyses are presented to further validate the accuracy of the prediction formulas developed in this study. The results of relative weights analysis indicate that both V-w and H-w exert a significant impact on Q(p), and the effect of V-w on B-m is significantly higher than that of H-w on B-m, while H-w is considered a prominent factor of H-b. In addition, two main factors leading to embankment dam failure, overtopping and piping, were proven to cause a significant difference in the three breaching parameters (Q(p), B-m, and H-b). (C) 2019 American Society of Civil Engineers.
引用
收藏
页数:15
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