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A platform for research: civil engineering, architecture and urbanism
Multifactor Regression Analysis for Predicting Embankment Dam Breaching Parameters
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 , mean breach width and breach height were developed as a function of two hydraulic conditions (volume of water above breach bottom , and depth of water above breach bottom ). 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 and exert a significant impact on , and the effect of on is significantly higher than that of on , while is considered a prominent factor of . 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 (, , and ).
Multifactor Regression Analysis for Predicting Embankment Dam Breaching Parameters
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 , mean breach width and breach height were developed as a function of two hydraulic conditions (volume of water above breach bottom , and depth of water above breach bottom ). 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 and exert a significant impact on , and the effect of on is significantly higher than that of on , while is considered a prominent factor of . 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 (, , and ).
Multifactor Regression Analysis for Predicting Embankment Dam Breaching Parameters
Rong, Guiwen (author) / Wang, Xu (author) / Xu, Hui (author) / Xiao, Baiqing (author)
2019-11-27
Article (Journal)
Electronic Resource
Unknown
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