2018
DOI: 10.1007/s10346-018-1078-x
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Assessment of earthquake-induced slope deformation of earth dams using soft computing techniques

Abstract: Evaluating behavior of earth dams under dynamic loads is one of the most important problems associated with the initial design of such massive structures. This study focuses on prediction of deformation of earth dams due to earthquake shaking. A total number of 103 real cases of deformation in earth dams due to earthquakes that has occurred over the past years were gathered and analyzed. Using soft computing methods, including feed-forward back-propagation and radial basis function based neural networks; two m… Show more

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Cited by 28 publications
(3 citation statements)
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“…Accordingly, several empirical models were developed based on the case histories for the estimating sliding displacement of earth dams and embankments (e.g. Javdanian and Pradhan, 2019; Singh et al, 2007; Vahedifard and Meehan, 2011). Moreover, proper post-earthquake investigation and analysis of earth dams and performance evaluation of simplified methods (e.g.…”
Section: Introductionmentioning
confidence: 99%
“…Accordingly, several empirical models were developed based on the case histories for the estimating sliding displacement of earth dams and embankments (e.g. Javdanian and Pradhan, 2019; Singh et al, 2007; Vahedifard and Meehan, 2011). Moreover, proper post-earthquake investigation and analysis of earth dams and performance evaluation of simplified methods (e.g.…”
Section: Introductionmentioning
confidence: 99%
“…Many efforts have been made to analyze bank slope stability under the influence of excavation [9][10][11][12], earthquakes [13][14][15], seismic activity [16], rainfall [17][18][19][20], and freezethaw effects [21,22], especially the reservoir water level change [23,24]. But very few studies have compared the stability before and after GSP.…”
Section: Introductionmentioning
confidence: 99%
“…Therefore, it is beneficial to study the stability of the bank slope by introducing time as a factor, so as to discuss any dynamic changes occurring in the bank slope safety over time. Traditional analysis of slope events is often a comparative analysis of excavation (Chen et al 2018;Ran et al 2019;Singh and Lan 2017;Kang et al 2017), earthquakes (Zhou et al 2019;Javdanian and Pradhan 2018;Gomberg 2018), seismic activity (Tang et al 2014), rainfall (Vanwoert et al 2005;Zhuang et al 2018;Zhao et al 2018;Fu 2017), reservoir water level (Mandal et al 2019;Sun et al 2015), and freeze-thaw change effects (Fan et al 2014;Cheng et al 2017). Comparative analysis performed both before and after GSP is relatively rare.…”
Section: Introductionmentioning
confidence: 99%