Reliability analysis and uncertainty quantification of clay and sand slopes stability evaluated by Fellenius and Bishop’s simplified methods

IF 2.6 Q2 ENGINEERING, GEOLOGICAL International Journal of Geo-Engineering Pub Date : 2023-11-11 DOI:10.1186/s40703-023-00200-2
Nhu Son Doan
{"title":"Reliability analysis and uncertainty quantification of clay and sand slopes stability evaluated by Fellenius and Bishop’s simplified methods","authors":"Nhu Son Doan","doi":"10.1186/s40703-023-00200-2","DOIUrl":null,"url":null,"abstract":"Abstract Slope stabilities are mainly designed using the conventional design approach (CDA), where the limit equilibrium methods (LEMs) are performed. Fellenius and Bishop’s simplified methods are the two commonly LEMs adopted as recommended in most design codes. In the design process of CDA, the safety factors (FS) of slopes are checked with specified FSs to ensure stability. The CDA has inherent drawbacks because the design process does not account for uncertainties. Moreover, different LEMs using different assumptions to solve the safety factors might include some amount orders of approximations. This study conducts probabilistic analyses, i.e., Monte Carlo simulations (MCSs) and uncertainty quantification, to obtain insights into the two LEMs applied to clay and sand slopes. The results reveal that the reliability indexes (RIs) obtained from the two LEMs-based MCSs are relatively identical for the same slope. Concerning the soil types, however, the RIs of the clay slope are significantly lower than those estimated for the sand slope, regardless of the LEMs used. The uncertainty quantifications for the clay slopes reveal that the two LEMs have relatively similar bias factors regarding FSs. Nevertheless, using the Fellenius method underestimates the probabilistic safety (about 17% in terms of the mean of FSs) for the sand slope compared to Bishop’s simplified method. Moreover, the coefficients of variation of FS obtained from the clay slope are consistently larger than those from the sand slope. These observations imply that the clay slope is more uncertain than the sand slope, and the Fellenius method results in lower FSs for sand slopes. Therefore, the FSs specified in the design codes should be connected to the soil type or the LEMs used to achieve the same probabilistic safety levels. Finally, the equivalent FSs associated with a RI of 1.75 are derived for each slope and each LEM used.","PeriodicalId":44851,"journal":{"name":"International Journal of Geo-Engineering","volume":"23 8","pages":"0"},"PeriodicalIF":2.6000,"publicationDate":"2023-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Geo-Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s40703-023-00200-2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, GEOLOGICAL","Score":null,"Total":0}
引用次数: 0

Abstract

Abstract Slope stabilities are mainly designed using the conventional design approach (CDA), where the limit equilibrium methods (LEMs) are performed. Fellenius and Bishop’s simplified methods are the two commonly LEMs adopted as recommended in most design codes. In the design process of CDA, the safety factors (FS) of slopes are checked with specified FSs to ensure stability. The CDA has inherent drawbacks because the design process does not account for uncertainties. Moreover, different LEMs using different assumptions to solve the safety factors might include some amount orders of approximations. This study conducts probabilistic analyses, i.e., Monte Carlo simulations (MCSs) and uncertainty quantification, to obtain insights into the two LEMs applied to clay and sand slopes. The results reveal that the reliability indexes (RIs) obtained from the two LEMs-based MCSs are relatively identical for the same slope. Concerning the soil types, however, the RIs of the clay slope are significantly lower than those estimated for the sand slope, regardless of the LEMs used. The uncertainty quantifications for the clay slopes reveal that the two LEMs have relatively similar bias factors regarding FSs. Nevertheless, using the Fellenius method underestimates the probabilistic safety (about 17% in terms of the mean of FSs) for the sand slope compared to Bishop’s simplified method. Moreover, the coefficients of variation of FS obtained from the clay slope are consistently larger than those from the sand slope. These observations imply that the clay slope is more uncertain than the sand slope, and the Fellenius method results in lower FSs for sand slopes. Therefore, the FSs specified in the design codes should be connected to the soil type or the LEMs used to achieve the same probabilistic safety levels. Finally, the equivalent FSs associated with a RI of 1.75 are derived for each slope and each LEM used.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
用felenius和Bishop的简化方法评价粘土和砂土边坡稳定性的可靠度分析和不确定度量化
摘要边坡稳定性设计主要采用常规设计方法(CDA),其中采用极限平衡法(lem)进行设计。费勒纽斯法和毕晓普法是大多数设计规范中推荐采用的两种最常用的lem。在CDA的设计过程中,采用规定的安全系数对边坡进行校核,以保证边坡的稳定性。由于设计过程不考虑不确定性,CDA具有固有的缺点。此外,使用不同假设来求解安全系数的不同lem可能包含一些数量阶的近似。本研究通过概率分析,即蒙特卡罗模拟(mcs)和不确定性量化,来深入了解这两种lem在粘土和砂土边坡中的应用。结果表明,对于相同的坡度,两种基于lems的MCSs得到的可靠度指标(RIs)相对相同。然而,就土壤类型而言,无论使用何种lem,粘土边坡的RIs都明显低于砂质边坡的RIs。对粘土边坡的不确定度量化表明,两种lem在FSs方面具有相对相似的偏差因子。然而,与Bishop的简化方法相比,使用Fellenius方法低估了砂坡的概率安全性(以FSs平均值计算约为17%)。此外,粘土边坡的FS变异系数始终大于砂坡。这些观测结果表明,粘土边坡比砂边坡具有更大的不确定性,并且费伦尤斯方法对砂边坡的FSs较低。因此,设计规范中规定的FSs应与土壤类型或lem相连接,以达到相同的概率安全水平。最后,推导出每个坡度和每个LEM的等效FSs,其RI值为1.75。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
International Journal of Geo-Engineering
International Journal of Geo-Engineering ENGINEERING, GEOLOGICAL-
CiteScore
3.70
自引率
0.00%
发文量
10
审稿时长
13 weeks
期刊最新文献
Enhancing marl soil stability: nanosilica’s role in mitigating ettringite formation A fungus-based soil improvement using Rhizopus oryzae inoculum ANN-based evaluation system for erosion resistant highway shoulder rocks A neural network approach for the reliability analysis on failure of shallow foundations on cohesive soils Exploring the viability of Bentonite-amended blends incorporating marble dust, sand, and fly ash for the creation of an environmentally sustainable landfill liner system
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1