Skip to main content
Log in

Slope reliability analysis using length-based representative slip surfaces

  • Original Paper
  • Published:
Arabian Journal of Geosciences Aims and scope Submit manuscript

Abstract

This paper develops an empirical approach to slope reliability considering 2D spatial variability of soil properties with length-based representative slip surfaces. The correlation coefficient between factors of safety for two slip surfaces is analogous to that between two slip surfaces which is quantified based on the lengths within different elements of the slip surface. A large number of potential slip surfaces are categorized into separate slip surface groups within each of which the correlation coefficient between any two slip surfaces is higher than the threshold value. A slip surface with the minimum factor of safety is considered to be the representative slip surface for each of slip surface groups. The factor of safety is minimized among all the representative slip surfaces, and the minimum one is regarded as the output for each set of random samples generated by Monte Carlo simulation (MCS). The methodology is validated through comparison with other methods. It is found that slope failure probability, p f, increases as the scale of fluctuation, λ y (in vertical direction), and λ x (in horizontal direction) increase. The effect of non-circular failure mechanism was studied at different λ x and λ y values. Significant larger failure probabilities are provided with non-circular failure mechanism than with circular failure mechanism. For 2D spatial variability case, two orders of magnitude larger failure probability is noticed.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12

Similar content being viewed by others

References

  • Au SK, Beck JL (2001) Estimation of small failure probabilities in high dimensions by subset simulation. Probab Eng Mech 16(4):263–277

    Article  Google Scholar 

  • Au SK, Beck JL (2003) Subset simulation and its application to seismic risk based on dynamic analysis. J Eng Mech 129(8):901–917

    Article  Google Scholar 

  • Bishop AW (1955) The use of the slip circle in the stability analysis of slopes. Geotechnique 5(1):7–17

    Article  Google Scholar 

  • Cho SE (2007) Effects of spatial variability of soil properties on slope stability. Eng Geol 92:97–109

    Article  Google Scholar 

  • Cho SE (2010) Probabilistic assessment of slope stability that considers the spatial variability of soil properties. J Geotech Geoenviron ASCE 136(7):975–984

    Article  Google Scholar 

  • Chowdhury RN, Xu DW (1995) Geotechnical system reliability of slopes. Reliab Eng Syst Saf 47(3):141–151

    Article  Google Scholar 

  • Duncan JM, Wright SG (2005) Soil strength and slope stability. John Wiley & Sons. Inc., Upper Saddle River

    Google Scholar 

  • Duncan JM, Navin M, Wolff TF (2003) Discussion of probabilistic slope stability analysis for practice. Can Geotech J 40(4):848–850

    Article  Google Scholar 

  • EI-Ramly H, Morgenstern NR, Cruden DM (2002) Probabilistic slope stability analysis for practice. Can Geotech J 39(3):665–683

    Article  Google Scholar 

  • Griffiths DV, Fenton GA (2004) Probabilistic slope stability analysis by finite elements. J Geotech Geoenviron Eng ASCE 130(5):507–518

    Article  Google Scholar 

  • Griffiths DV, Huang J, Fenton GA (2009) Influence of spatial variability on slope reliability using 2-D random fields. J Geotech Geoenviron Eng ASCE 135(10):1367–1378

    Article  Google Scholar 

  • Hicks MA, Spencer WA (2010) Influence of heterogeneity on the reliability and failure of a long 3D slope. Comput Geotech 37(7–8):948–955

    Article  Google Scholar 

  • Huang JS, Griffiths DV, Fenton GA (2010) System reliability of slopes by RFEM. Soils Found 50(3):343–353

    Article  Google Scholar 

  • Jaksa MB, Kaggwa WS, Brooker PI (1999) Experimental evaluation of the scale of fluctuation of a stiff clay. In: Proceedings of the Eighth International Conference on Application of Statistics and Probability, Balkema, Rotterdam, Netherlands, p 415–422

  • Jaksa MB, Yeong KS, Wong KT, Lee SL (2004) Horizontal spatial variability of elastic modulus in sand from the dilatometer. In: Proceedings of the Ninth Australia New Zealand Conference on Geomechanics, Auckland, Vol. I, p 289–294.

  • Jha SK, Ching J (2013) Simplified reliability method for spatially variable undrained engineered slopes. Soils and Foundations 53(5):708–719

    Article  Google Scholar 

  • Ji J, Low BK (2012) Stratified response surface for system probabilistic evaluation of slopes. J Geotech Geoenviron Eng ASCE 138(11):1398–1406

    Article  Google Scholar 

  • Ji J, Liao HJ, Low BK (2012) Modeling 2-D spatial variation in slope reliability analysis using interpolated autocorrelations. Comput Geotech 40:135–146

    Article  Google Scholar 

  • Jiang SH, Li DQ, Zhang LM, Zhou CB (2014) Slope reliability analysis considering spatially variable shear strength parameters using a non-intrusive stochastic finite element method. Eng Geol 168:120–128

    Article  Google Scholar 

  • Jiang SH, Li DQ, Cao ZJ, Zhou CB, Phoon KK (2015) Efficient system reliability analysis of slope stability in spatially variable soils using Monte Carlo simulation. J Geotech Geoenviron Eng ASCE 141(2):04014096(13)

    Article  Google Scholar 

  • Li L, Chu XS (2011) An improved particle swarm optimization algorithm with harmony strategy for the location of critical slip surface of slopes. China Ocean Eng 25(2):357–364

    Article  Google Scholar 

  • Li L, Chu XS (2015a) Multiple response surfaces for slope reliability analysis. Int J Numer Anal Methods Geomech 39(2):175–192

    Article  Google Scholar 

  • Li L, Chu XS (2015b) Comparative study on response surfaces for reliability analysis of spatially variable soil slope. China Ocean Eng 29(1):81–90

    Article  Google Scholar 

  • Li KS, Lumb P (1987) Probabilistic design of slopes. Can Geotech J 24(4):520–535

    Article  Google Scholar 

  • Li L, Yu GM, Chen Z, Chu XS (2010) Discontinuous flying particle swarm optimization algorithm and its application to slope stability analysis. J Cent S Univ Technol 17(4):852–856

    Article  Google Scholar 

  • Li DQ, Jiang SH, Chen YF, Zhou CB (2011) System reliability analysis of rock slope stability involving correlated failure modes. KSCE J Civ Eng 15(8):1349–1359

    Article  Google Scholar 

  • Li L, Cheng YM, Chu XS (2013a) A new approach to the determination of the critical slip surfaces of slopes. China Ocean Eng 27(1):51–64

    Article  Google Scholar 

  • Li L, Wang Y, Cao ZJ, Chu XS (2013b) Risk de-aggregation and system reliability analysis of slope stability using representative slip surfaces. Comput Geotech 53:95–105

    Article  Google Scholar 

  • Li DQ, Qi XH, Zhou CB, Phoon KK (2014a) Effect of spatial variability of shear strength parameters that increase linearly with depth on reliability of infinite slopes. Struct Saf 49:45–55

    Article  Google Scholar 

  • Li L, Wang Y, Cao ZJ (2014b) Probabilistic slope stability analysis by risk aggregation. Eng Geol 176:57–65

    Article  Google Scholar 

  • Li DQ, Jiang SH, Cao ZJ, Zhou W, Zhou CB, Zhang LM (2015) A multiple response-surface method for slope reliability analysis considering spatial variability of soil properties. Eng Geol 187:60–72

    Article  Google Scholar 

  • Low BK (2003) Practical probabilistic slope stability analysis. In: Proceedings of the soil and rock America, 12th Panamerican conf. on soil mechanics and geotechnical engineering and 39th US rock mechanics symp. MIT, Cambridge

    Google Scholar 

  • Low BK, Lacasse S, Nadim F (2007) Slope reliability analysis accounting for spatial variation. Georisk 1(4):177–189

    Google Scholar 

  • Low BK, Zhang J, Tang WH (2011) Efficient system reliability analysis illustrated for a retaining wall and a soil slope. Comput Geotech 38(2):196–204

    Article  Google Scholar 

  • Morgenstern NR, Price VE (1965) The analysis of the stability of general slip surfaces. Geotechnique 15(1):79–93

    Article  Google Scholar 

  • Oka Y, Wu TH (1990) System reliability of slope stability. J Geotech Eng ASCE 116(8):1185–1189

    Article  Google Scholar 

  • Phoon KK, Kulhawy FH (1999) Characterization of geotechnical variability. Can Geotech J 36(4):612–624

    Article  Google Scholar 

  • Roberts C, Casella G (1999) Monte Carlo statistical methods. Springer, Berlin

    Book  Google Scholar 

  • Schweiger HF, Peschl GM (2005) Reliability analysis in geotechnics with the random set finite element method. Comput Geotech 32(6):422–435

    Article  Google Scholar 

  • Vanmarcke EH (1977) Probabilistic modeling of soil profiles. Journal of the Geotech Eng Div ASCE 103(11):1227–1246

    Google Scholar 

  • Vanmarcke EH (1983) Random fields: analysis and synthesis. MIT Press, Cambridge, Mass

    Google Scholar 

  • Wang Y, Cao Z, Au S-K (2011) Practical reliability analysis of slope stability by advanced Monte Carlo simulations in a spreadsheet. Can Geotech J 48(1):162–172

    Article  Google Scholar 

  • Xu B (2006) Behaviour of reinforced embankment on soft ground and reliability analysis. PhD thesis, Nanyang Technological University, Singapore

  • Zhang J, Zhang LM, Tang WH (2011) New methods for system reliability analysis of soil slopes. Can Geotech J 48(7):1138–1148

    Article  Google Scholar 

  • Zhang J, Huang WH, Juang CH, Li DQ (2013) Extension of Hassan and Wolff method for system reliability analysis of soil slopes. Eng Geol 160:81–88

    Article  Google Scholar 

Download references

Acknowledgments

The present work was supported by the National Natural Science Foundation of China (Grant No. 51274126, 51008167, and 51174124), China Scholarship Council (CSC), National Program on Key Basic Research Project (973 Program, Grant No. 2013CB036403), the open foundation of State Key Laboratory of Costal and Offshore Engineering, Dalian University of Technology (Grant No. LP12014), and the Domestic Visitor Foundation from the Ministry of Education of China. The financial supports are gratefully acknowledged.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Liang Li.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chu, X., Li, L. & Wang, Y. Slope reliability analysis using length-based representative slip surfaces. Arab J Geosci 8, 9065–9078 (2015). https://doi.org/10.1007/s12517-015-1905-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12517-015-1905-5

Keywords

Navigation