Technical Notes
Sep 28, 2018

Probabilistic Analysis of Unsaturated Fly Ash Slope

Publication: Journal of Hazardous, Toxic, and Radioactive Waste
Volume 23, Issue 1

Abstract

To prevent fly ash from becoming an environmental hazard, it is very often used as a fill material in the construction of embankments. The stability of slopes incorporating the unsaturated behavior is of primary concern in these structures. This necessitates estimating the water retention characteristic curve (WRCC) of fly ash. However, the literature notes various uncertainties associated with the measurement of WRCC, mostly attributed to the inadequacy of instruments to measure wide range of suction. This paper investigates the impact of measurement uncertainties in WRCC on the reliability analysis of fly ash slope. The study shows a significant impact of uncertainties in WRCC on determining slope reliability. To quantify these uncertainties, a probabilistic model for WRCC is developed using the Gaussian copula and is incorporated into an unsaturated slope stability framework using Monte Carlo simulation. The study also shows the impact of the degree of correlation among WRCC parameters on the reliability analysis of slopes.

Get full access to this article

View all available purchase options and get full access to this article.

References

Abhijit, D., and S. Sreedeep. 2015. “Evaluation of measurement methodologies used for establishing water retention characteristic curve of fly ash.” J. Test. Eval. 43 (5): 1066–1077. https://doi.org/10.1520/JTE20130091.
ASTM. 2005. Standard specification for coal ash and raw or calcined natural pozzolana for use in concrete. ASTM C618-05. West Conshohocken, PA: ASTM.
Christian, J. T., C. C. Ladd, and G. B. Baecher. 1994. “Reliability applied to slope stability analysis.” J. Geotech. Eng. 120 (12): 2180–2207. https://doi.org/10.1061/(ASCE)0733-9410(1994)120:12(2180).
Das, S. K., and Yudhbir. 2005. “Geotechnical characterization of some Indian fly ashes.” J. Mater. Civ. Eng. 17 (5): 544–552. https://doi.org/10.1061/(ASCE)0899-1561(2005)17:5(544).
Fredlund, D. G., H. Rahardjo, and M. D. Fredlund. 2012. Unsaturated soil mechanics in engineering practice. New York: Wiley.
Gardner, R. 1937. “The method of measuring the capillary tension of soil moisture over a wide moisture range.” Soil Sci. 43 (4): 277–284. https://doi.org/10.1097/00010694-193704000-00004.
Griffiths, D. V., and G. A. Fenton. 2004. “Probabilistic slope stability analysis by finite elements.” J. Geotech. Geoenviron. Eng. 130 (5): 507–518. https://doi.org/10.1061/(ASCE)1090-0241(2004)130:5(507).
Haldar, A., and S. Mahadevan. 2000. Probability, reliability, and statistical methods in engineering design. New York: Wiley.
Hazra, B., V. Gadi, A. Garg, C. W. W. Ng, and G. K. Das. 2017. “Probabilistic analysis of suction in homogeneously vegetated soils.” Catena 149 (Feb): 394–401. https://doi.org/10.1016/j.catena.2016.10.014.
Jimenez-Rodriguez, R., N. Sitar, and J. Chacon. 2006. “System reliability approach to rock slope stability.” Int. J. Rock Mech. Min. Sci. 43 (6): 847–859. https://doi.org/10.1016/j.ijrmms.2005.11.011.
Kim, B., M. Prezzi, and R. Salgado. 2005. “Geotechnical properties of fly and bottom ash mixtures for use in highway embankments.” J. Geotech. Geoenviron. Eng. 131 (7): 914–924. https://doi.org/10.1061/(ASCE)1090-0241(2005)131:7(914).
Kim, T. H. 2001. “Moisture-induced tensile strength and cohesion in sand.” Ph.D. thesis, Dept. of Civil, Environmental and Architectural Engineering, Univ. of Colo. at Boulder.
Leong, E. C., S. Tripathy, and H. Rahardjo. 2003. “Total WRCC measurement of unsaturated soils with a device using the chilled-mirror dew-point technique.” Géotechnique 53 (2): 173–182. https://doi.org/10.1680/geot.2003.53.2.173.
Lu, N., and D. V. Griffiths. 2004. “Profiles of steady-state WRCC stress in unsaturated soils.” J. Geotech. Geoenviron. Eng. 130 (10): 1063–1076. https://doi.org/10.1061/(ASCE)1090-0241(2004)130:10(1063).
Lu, N., B. Wu, and C. P. Tan. 2007. “Tensile strength characteristics of unsaturated sands.” J. Geotech. Geoenvironmental. Eng. 133 (2): 144–154. https://doi.org/10.1061/(ASCE)1090-0241(2007)133:2(144).
Martin, J. P., R. A. Collins, J. S. Browning, and F. J. Biehl. 1990. “Properties and use of fly ashes for embankments.” J. Energy Eng. 116 (2): 71–86. https://doi.org/10.1061/(ASCE)0733-9402(1990)116:2(71).
McLaren, R. J., and A. M. DiGioia. 1987. “The typical engineering properties of fly ash.” In Proc., Geotechnical Practice for Waste Disposal, edited by E. Wood, 683–697. New York: ASCE.
Nadaf, M. B., and J. N. Mandal. 2017. “Behavior of reinforced fly ash slopes with cellular mattress and strips under strip loading.” J. Hazard. Toxic Radioact. Waste 21 (4): 04017019. https://doi.org/10.1061/(ASCE)HZ.2153-5515.0000376.
Phoon, K. K., A. Santoso, and S. T. Quek. 2010. “Probabilistic analysis of soil-water characteristic curves.” J. Geotech. Geoenvironmental. Eng. 136 (3): 445–455. https://doi.org/10.1061/(ASCE)GT.1943-5606.0000222.
Prakash, A., B. Hazra, A. Deka, and S. Sreedeep. 2017. “Probabilistic analysis of water retention characteristic curve of fly ash.” Int. J. Geomech. 17 (12): 04017111. https://doi.org/10.1061/(ASCE)GM.1943-5622.0001024.
Prakash, A., B. Hazra, and S. Sreedeep. 2018. “Uncertainty quantification in water retention characteristic curve of fly ash using copulas.” J. Test. Eval. 47 (4), in press. https://doi.org/10.1520/JTE20170244.
Richards, L. A. 1941. “A pressure-membrane extraction apparatus for soil solution.” Soil Sci. 51 (5): 377–386. https://doi.org/10.1097/00010694-194105000-00005.
Ridley, A. M., and J. B. Burland. 1993. “A new instrument for the measurement of soil moisture suction.” Géotechnique 43 (2): 321–324. https://doi.org/10.1680/geot.1993.43.2.321.
Shah, P. H., S. Sreedeep, and D. N. Singh. 2006. “Evaluation of methodologies used for establishing soil-water characteristic curve.” J. ASTM. Int. 3 (6): 1–11. https://doi.org/10.1520/JAI14084.
Singh, D. N., and S. J. Kuriyan. 2003. “Estimation of unsaturated hydraulic conductivity using soil suction measurements obtained by an insertion tensiometer.” Can. Geotech. J. 40 (2): 476–483. https://doi.org/10.1139/t02-112.
Sivakumar Babu, G. L., and D. S. Murthy. 2005. “Reliability analysis of unsaturated soil slopes.” J. Geotech. Geoenviron. Eng. 131 (11): 1423–1428. https://doi.org/10.1061/(ASCE)1090-0241(2005)131:11(1423).
Tang, X. S., D. Q. Li, G. Rong, K. K. Phoon, and C. B. Zhou. 2013. “Impact of copula selection on geotechnical reliability under incomplete probability information.” Comput. Geotech. 49 (Apr): 264–278. https://doi.org/10.1016/j.compgeo.2012.12.002.
van Genuchten, M. T. 1980. “Closed-form equation for predicting the hydraulic conductivity of unsaturated soils.” Soil. Sci. Soc. Am. J. 44 (5): 892–898. https://doi.org/10.2136/sssaj1980.03615995004400050002x.
Whitman, R. V. 2000. “Organizing and evaluating uncertainty in geotechnical engineering.” J. Geotech. Geoenviron. Eng. 126 (7): 583–593. https://doi.org/10.1061/(ASCE)1090-0241(2000)126:7(583).
Yoon, S., U. Balunaini, I. Z. Yildirim, M. Prezzi, and N. Z. Siddiki. 2009. “Construction of an embankment with a fly and bottom ash mixture: Field performance study.” J. Mater. Civ. Eng. 21 (6): 271–278. https://doi.org/10.1061/(ASCE)0899-1561(2009)21:6(271).
Zhang, J., H. W. Huang, C. H. Juang, and W. W. Su. 2014. “Geotechnical reliability analysis with limited data: Consideration of model selection uncertainty.” Eng. Geol. 181 (Oct): 27–37. https://doi.org/10.1016/j.enggeo.2014.08.002.

Information & Authors

Information

Published In

Go to Journal of Hazardous, Toxic, and Radioactive Waste
Journal of Hazardous, Toxic, and Radioactive Waste
Volume 23Issue 1January 2019

History

Received: Feb 11, 2018
Accepted: Jun 13, 2018
Published online: Sep 28, 2018
Published in print: Jan 1, 2019
Discussion open until: Feb 28, 2019

Permissions

Request permissions for this article.

Authors

Affiliations

Research Scholar, Dept. of Civil Engineering, Indian Institute of Technology Guwahati, Guwahati, Assam 781039, India. Email: [email protected]
Assistant Professor, Dept. of Civil Engineering, Indian Institute of Technology Guwahati, Guwahati, Assam 781039, India. Email: [email protected]
S. Sreedeep, M.ASCE [email protected]
Professor, Dept. of Civil Engineering, Indian Institute of Technology Guwahati, Guwahati, Assam 781039, India (corresponding author). Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share