Frontiers of Structural and Civil Engineering >
Reliability-based settlement analysis of embankments over soft soils reinforced with T-shaped deep cement mixing piles
Received date: 16 Nov 2021
Accepted date: 08 Jan 2022
Published date: 15 May 2022
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This paper presents a reliability-based settlement analysis of T-shaped deep cement mixing (TDM) pile-supported embankments over soft soils. The uncertainties of the mechanical properties of the in-situ soil, pile, and embankment, and the effect of the pile shape are considered simultaneously. The analyses are performed using Monte Carlo Simulations in combination with an adaptive Kriging (using adaptive sampling algorithm). Individual and system failure probabilities, in terms of the differential and maximum settlements (serviceability limit state (SLS) requirements), are considered. The reliability results for the embankments supported by TDM piles, with various shapes, are compared and discussed together with the results for conventional deep cement mixing pile-supported embankments with equivalent pile volumes. The influences of the inherent variabilities in the material properties (mean and coefficient of variation values) on the reliability of the piled embankments, are also investigated. This study shows that large TDM piles, particularly those with a shape factor of greater than 3, can enhance the reliability of the embankment in terms of SLS requirements, and even avoid unacceptable reliability levels caused by variability in the material properties.
Chana PHUTTHANANON , Pornkasem JONGPRADIST , Daniel DIAS , Xiangfeng GUO , Pitthaya JAMSAWANG , Julien BAROTH . Reliability-based settlement analysis of embankments over soft soils reinforced with T-shaped deep cement mixing piles[J]. Frontiers of Structural and Civil Engineering, 2022 , 16(5) : 638 -656 . DOI: 10.1007/s11709-022-0825-1
1 |
Huang J, Han J, Oztoprak S. Coupled mechanical and hydraulic modelling of geosynthetic-reinforced column-supported embankments. Journal of Geotechnical and Geoenvironmental Engineering, 2009, 135( 8): 1011– 1021
|
2 |
Huang J, Han J. 3D coupled mechanical and hydraulic modeling of a geosynthetic-reinforced deep mixed column-supported embankment. Geotextiles and Geomembranes, 2009, 27( 4): 272– 280
|
3 |
Yapage N N S, Liyanapathirana D S, Kelly R B, Poulos H G, Leo C J. Numerical modeling of an embankment over soft ground improved with deep cement mixed columns: Case history. Journal of Geotechnical and Geoenvironmental Engineering, 2014, 140( 11): 04014062
|
4 |
Yapage N N S, Liyanapathirana D S, Poulos H G, Kelly R B, Leo C J. Numerical modeling of geotextile-reinforced embankments over deep cement mixed columns incorporating strain-softening behavior of columns. International Journal of Geomechanics, 2015, 15( 2): 04014047
|
5 |
Jamsawang P, Yoobanpot N, Thanasisathit N, Voottipruex P, Jongpradist P. Three-dimensional numerical analysis of a DCM column-supported highway embankment. Computers and Geotechnics, 2016, 72 : 42– 56
|
6 |
Chai J C, Shrestha S, Hino T, Ding W Q, Kamo Y, Carter J. 2D and 3D analyses of an embankment on clay improved by soil–cement columns. Computers and Geotechnics, 2015, 68 : 28– 37
|
7 |
Huang J, Han J. Two-dimensional parametric study of geosynthetic-reinforced column-supported embankments by coupled hydraulic and mechanical modeling. Computers and Geotechnics, 2010, 37( 5): 638– 648
|
8 |
Jamsawang P, Phongphinittana E, Voottipruex P, Bergado D T, Jongpradist P. Comparative performances of two- and three-dimensional analyses of soil-cement mixing columns under an embankment load. Marine Georesources and Geotechnology, 2019, 37( 7): 852– 869
|
9 |
Yu Y, Bathurst R J, Damians I P. Modified unit cell approach for modelling geosynthetic-reinforced column-supported embankments. Geotextiles and Geomembranes, 2016, 44( 3): 332– 343
|
10 |
Lai Y P, Bergado D T, Lorenzo G A, Duangchan T. Full-scale reinforced embankment on deep jet mixing improved ground. Proceedings of the Institution of Civil Engineers––Ground Improvement, 2006, 10( 4): 153– 164
|
11 |
Bergado D T, Jamsawang P, Tanchaisawat T, Lai Y P, Lorenzo G A. Performance of reinforced load transfer platforms for embankments supported by deep cement mixing piles. In: GeoCongress 2008: Geosustainability and Geohazard Mitigation. New Orleans: Geo-Institute of The American Society of Civil Engineers, 2008,
|
12 |
Han J, Oztoprak S, Parsons R L, Huang J. Numerical analysis of foundation columns to support widening of embankments. Computers and Geotechnics, 2007, 34( 6): 435– 448
|
13 |
Borges J L, Marques D O. Geosynthetic-reinforced and jet grout column-supported embankments on soft soils: Numerical analysis and parametric study. Computers and Geotechnics, 2011, 38( 7): 883– 896
|
14 |
Cheng Q, Wu J, Zhang D, Ma F. Field testing of geosynthetic-reinforced and column-supported earth platforms constructed on soft soil. Frontiers of Structural and Civil Engineering, 2014, 8( 2): 124– 139
|
15 |
Liu Z, Zhang A, Xu J, Zhou C, Zhang L. Calculation model and bearing capacity optimization method for the soil settlement between piles in geosynthetic-reinforced pile-supported embankments based on the membrane effect. PLoS One, 2021, 16( 8): e0256190
|
16 |
Okyay U S, Dias D. Use of lime and cement treated soils as pile supported load transfer platform. Engineering Geology, 2010, 114( 1−2): 34– 44
|
17 |
Ishikura R, Yasufuku N, Brown M J. An estimation method for predicting final consolidation settlement of ground improved by floating soil cement columns. Soil and Foundation, 2016, 56( 2): 213– 227
|
18 |
Liu S Y, Du Y J, Yi Y L, Puppala A J. Field investigations on performance of T-shaped deep mixed soil cement column-supported embankments over soft ground. Journal of Geotechnical and Geoenvironmental Engineering, 2012, 138( 6): 718– 727
|
19 |
Yi Y L, Liu S Y, Puppala A J. Laboratory modelling of T-shaped soil–cement column for soft ground treatment under embankment. Geotechnique, 2016, 66( 1): 85– 89
|
20 |
Yi Y L, Liu S Y, Puppala A J, Jing F. Variable-diameter deep mixing column for multi-layered soft ground improvement: laboratory modeling and field application. Soil and Foundation, 2019, 59( 3): 633– 643
|
21 |
Yi Y L, Liu S Y, Puppala A J, Xi P S. Vertical bearing capacity behaviour of single T-shaped soil–cement column in soft ground: laboratory modelling, field test, and calculation. Acta Geotechnica, 2017, 12( 5): 1077– 1088
|
22 |
Yi Y L, Liu S Y, Puppala A J. Bearing capacity of composite foundation consisting of T-shaped soil-cement column and soft clay. Transportation Geotechnics, 2018, 15 : 47– 56
|
23 |
Yi Y L, Ni P, Liu S Y. Numerical investigation of T-shaped soil–cement column supported embankment over soft ground. In: Proceedings of China−Europe Conference on Geotechnical Engineering. Vienna: Springer, 2018,
|
24 |
Phutthananon C, Jongpradist P, Yensri P, Jamsawang P. Dependence of ultimate bearing capacity and failure behavior of T-shaped deep cement mixing piles on enlarged cap shape and pile strength. Computers and Geotechnics, 2018, 97 : 27– 41
|
25 |
Phutthananon C, Jongpradist P, Jamsawang P. Influence of cap size and strength on settlements of TDM-piled embankments over soft ground. Marine Georesources and Geotechnology, 2020, 38( 6): 686– 705
|
26 |
Phutthananon C, Jongpradist P, Jongpradist P, Dias D, Baroth J. Parametric analysis and optimization of T-shaped and conventional deep cement mixing column-supported embankments. Computers and Geotechnics, 2020, 122 : 103555
|
27 |
Phutthananon C, Jongpradist P, Dias D, Jamsawang P. Numerical study of the deformation performance and failure mechanisms of TDM pile-supported embankments. Transportation Geotechnics, 2021, 30 : 100623
|
28 |
Phutthananon C, Jongpradist P, Jongpradist P, Dias D, Jamsawang P, Bergado D T. Performance-based design optimization of embankments resting on soft soil improved with T-shaped and conventional DCM columns. Acta Geotechnica, 2021, 16( 10): 3301– 3326
|
29 |
Jamsawang P, Voottipruex P, Jongpradist P, Bergado D T. Parameters affecting the lateral movements of compound deep cement mixing walls by numerical simulations and parametric analyses. Acta Geotechnica, 2015, 10( 6): 797– 812
|
30 |
Omine K, Ochiai H, Yasufuku N. Evaluation of scale effect on strength of cement-treated soils based on a probabilistic failure model. Soil and Foundation, 2005, 45( 3): 125– 134
|
31 |
Larsson S, Stille H, Olsson L. On horizontal variability in lime-cement columns in deep mixing. Geotechnique, 2005, 55( 1): 33– 44
|
32 |
Namikawa T, Koseki J. Effects of spatial correlation on the compression behavior of a cement-treated column. Journal of Geotechnical and Geoenvironmental Engineering, 2013, 139( 8): 1346– 1359
|
33 |
Liu Y, Lee F H, Quek S T, Chen E J, Yi J T. Effect of spatial variation of strength and modulus on the lateral compression response of cement-admixed clay slab. Geotechnique, 2015, 65( 10): 851– 865
|
34 |
Zhang R J, Hasan M S M S, Zheng J J, Cheng Y S. Effect of spatial variability of engineering properties on stability of a CSMC embankment. Marine Georesources and Geotechnology, 2018, 36( 1): 91– 99
|
35 |
Al-Naqshabandy M S, Bergman N, Larsson S. Strength variability in lime-cement columns based on cone penetration test data. Proceedings of the Institution of Civil Engineers––Ground Improvement, 2012, 165( 1): 15– 30
|
36 |
Al-Naqshabandy M S, Larsson S. Effect of uncertainties of improved soil shear strength on the reliability of embankments. Journal of Geotechnical and Geoenvironmental Engineering, 2013, 139( 4): 619– 632
|
37 |
Navin M P, Filz G M. Reliability of deep mixing method columns for embankment support. In: GeoCongress 2006: Geotechnical Engineering in the Information Technology Age. Atlanta: American Society of Civil Engineers, 2006,
|
38 |
Wijerathna M, Liyanapathirana D S. Reliability-based performance of embankments improved with deep mixing considering spatial variability of material properties. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems. Part A, Civil Engineering, 2018, 4( 4): 04018035
|
39 |
Wijerathna M, Liyanapathirana D S. Significance of variability of deep cement mixed columns on the reliability of column supported embankments. International Journal of Geomechanics, 2019, 19( 8): 04019087
|
40 |
Guo X, Pham T A, Dias D. Probabilistic analysis of geosynthetic-reinforced and pile-supported embankments. Computers and Geotechnics, 2022, 142 : 104595
|
41 |
Guo X, Dias D. Kriging based reliability and sensitivity analysis—Application to the stability of an earth dam. Computers and Geotechnics, 2020, 120 : 103411
|
42 |
Soubra A H, Al-Bittar T, Thajeel J, Ahmed A. Probabilistic analysis of strip footings resting on spatially varying soils using kriging metamodeling and importance sampling. Computers and Geotechnics, 2019, 114 : 103107
|
43 |
Zhang T, Guo X, Dias D, Sun Z. Dynamic probabilistic analysis of non-homogeneous slopes based on a simplified deterministic model. Soil Dynamics and Earthquake Engineering, 2021, 142 : 106563
|
44 |
Lü Q, Xiao Z P, Ji J, Zheng J. Reliability based design optimization for a rock tunnel support system with multiple failure modes using response surface method. Tunnelling and Underground Space Technology, 2017, 70 : 1– 10
|
45 |
Pan Q, Dias D. Probabilistic evaluation of tunnel face stability in spatially random soils using sparse polynomial chaos expansion with global sensitivity analysis. Acta Geotechnica, 2017, 12( 6): 1415– 1429
|
46 |
Engelund S, Rackwitz R. A benchmark study on importance sampling techniques in structural reliability. Structural Safety, 1993, 12( 4): 255– 276
|
47 |
Au S K, Beck J L. Estimation of small failure probabilities in high dimensions by subset simulation. Probabilistic Engineering Mechanics, 2001, 16( 4): 263– 277
|
48 |
Guo X, Dias D, Carvajal C, Peyras L, Breul P. A comparative study of different reliability methods for high dimensional stochastic problems related to earth dam stability analyses. Engineering Structures, 2019, 188 : 591– 602
|
49 |
Hurtado J E, Alvarez D A. Neural-network-based reliability analysis: A comparative study. Computer Methods in Applied Mechanics and Engineering, 2001, 191( 1−2): 113– 132
|
50 |
Echard B, Gayton N, Lemaire M A K M C S. An active learning reliability method combining Kriging and Monte Carlo Simulation. Structural Safety, 2011, 33( 2): 145– 154
|
51 |
Al-Bittar T, Soubra A H, Thajeel J. Kriging-based reliability analysis of strip footings resting on spatially varying soils. Journal of Geotechnical and Geoenvironmental Engineering, 2018, 144( 10): 04018071
|
52 |
Li T Z, Yang X L. An efficient uniform design for Kriging-based response surface method and its application. Computers and Geotechnics, 2019, 109 : 12– 22
|
53 |
El Haj A K, Soubra A H, Fajoui J. Probabilistic analysis of an offshore monopile foundation taking into account the soil spatial variability. Computers and Geotechnics, 2019, 106 : 205– 216
|
54 |
Zhao H, Ru Z, Chang X, Yin S, Li S. Reliability analysis of tunnel using least square support vector machine. Tunnelling and Underground Space Technology, 2014, 41 : 14– 23
|
55 |
Zhou S, Guo X, Zhang Q, Dias D, Pan Q. Influence of a weak layer on the tunnel face stability—Reliability and sensitivity analysis. Computers and Geotechnics, 2020, 122 : 103507
|
56 |
Guo X, Dias D, Pan Q. Probabilistic stability analysis of an embankment dam considering soil spatial variability. Computers and Geotechnics, 2019, 113 : 103093
|
57 |
Kroetz H M, Do N A, Dias D, Beck A T. Reliability of tunnel lining design using the Hyperstatic Reaction Method. Tunnelling and Underground Space Technology, 2018, 77 : 59– 67
|
58 |
Jongpradist P, Jamsawang P, Kongkitkul W. Equivalent void ratio controlling the mechanical properties of cementitious material-clay mixtures with high water content. Marine Georesources and Geotechnology, 2019, 37( 10): 1151– 1162
|
59 |
Jongpradist P, Homtragoon W, Sukkarak R, Kongkitkul W, Jamsawang P. Efficiency of rice husk ash as cementitious material in high-strength cement-admixed clay. Advances in Civil Engineering, 2018, 2018 : 8346319
|
60 |
Huang J, Kelly R, Sloan S W. Stochastic assessment for the behaviour of systems of dry soil mix columns. Computers and Geotechnics, 2015, 66 : 75– 84
|
61 |
Li D Q, Tang X S, Phoon K K. Risk and Reliability in Geotechnical Engineering. Boca Raton: CRC Press, 2014,
|
62 |
Schöbi R, Sudret B, Marelli S. Rare event estimation using Polynomial-Chaos Kriging. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems. Part A, Civil Engineering, 2017, 3( 2): D4016002
|
63 |
Marelli S, Sudret B. UQLab: A framework for uncertainty quantification in Matlab. In: Proceedings of the 2nd International Conference on Vulnerability, Risk Analysis and Management (ICVRAM2014). Liverpool: American Society of Civil Engineers, 2014,
|
64 |
Kasama K, Whittle A J, Zen K. Effect of spatial variability on the bearing capacity of cement-treated ground. Soil and Foundation, 2012, 52( 4): 600– 619
|
65 |
Bhasi A, Rajagopal K. Geosynthetic-reinforced piled embankments: Comparison of numerical and analytical methods. International Journal of Geomechanics, 2015, 15( 5): 04014074
|
66 |
Brinkgreve R B J Kumarswamy S Swolfs W M Zampich L Ragi Manoj N. PLAXIS 2D Material Model Manual 2019. Delft: Plaxis bv., 2019
|
67 |
Schanz T, Vermeer A, Bonnier P. The hardening soil model: Formulation and verification. In: Proceedings of 1st International PLAXIS Symposium on Beyond 2000 in Computational Geotechnics. Amsterdam: CRC Press, 1999,
|
68 |
Jamsawang P, Voottipruex P, Tanseng P, Jongpradist P, Bergado D T. Effectiveness of deep cement mixing walls with top-down construction for deep excavations in soft clay: Case study and 3D simulation. Acta Geotechnica, 2019, 14( 1): 225– 246
|
69 |
Waichita S, Jongpradist P, Jamsawang P. Characterization of deep cement mixing wall behavior using wall-to-excavation shape factor. Tunnelling and Underground Space Technology, 2019, 83 : 243– 253
|
70 |
Wonglert A, Jongpradist P, Jamsawang P, Larsson S. Bearing capacity and failure behaviors of floating stiffened deep cement mixing columns under axial load. Soil and Foundation, 2018, 58( 2): 446– 461
|
71 |
Surarak C, Likitlersuang S, Wanatowski D, Balasubramaniam A, Oh E, Guan H. Stiffness and strength parameters for hardening soil model of soft and stiff Bangkok clays. Soil and Foundation, 2012, 52( 4): 682– 697
|
72 |
Jamsawang P, Voottipruex P, Boathong P, Mairaing W, Horpibulsuk S. Three-dimensional numerical investigation on lateral movement and factor of safety of slopes stabilized with deep cement mixing column rows. Engineering Geology, 2015, 188 : 159– 167
|
73 |
Goh A T C, Zhang F, Zhang W, Zhang Y, Liu H. A simple estimation model for 3D braced excavation wall deflection. Computers and Geotechnics, 2017, 83 : 106– 113
|
74 |
Hsiung B C B, Yang K H, Aila W, Ge L. Evaluation of the wall deflections of a deep excavation in Central Jakarta using three-dimensional modeling. Tunnelling and Underground Space Technology, 2018, 72 : 84– 96
|
75 |
Waichita S, Jongpradist P, Schweiger H F. Numerical and experimental investigation of failure of a DCM-wall considering softening behaviour. Computers and Geotechnics, 2020, 119 : 103380
|
76 |
Ma H, Luo Q, Wang T, Jiang H, Lu Q. Numerical stability analysis of piled embankments reinforced with ground beams. Transportation Geotechnics, 2021, 26 : 100427
|
77 |
Zhuang Y, Wang K. Finite element analysis on the dynamic behavior of soil arching effect in piled embankment. Transportation Geotechnics, 2018, 14 : 8– 21
|
78 |
Hamrouni A, Dias D, Sbartai B. Soil spatial variability impact on the behavior of a reinforced earth wall. Frontiers of Structural and Civil Engineering, 2020, 14( 2): 518– 531
|
79 |
Das B M. Fundamentals of Geotechnical Engineering. Boston: Cengage Learning, 2007
|
80 |
Kulhawy F H Mayne P W. Manual on Estimating Soil Properties for Foundation Design. Rep. No. EPRI-EL-6800. 1990
|
81 |
Phoon K K, Kulhawy F H. Characterization of geotechnical variability. Canadian Geotechnical Journal, 1999, 36( 4): 612– 624
|
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