Abstract
This study presents a set of regression models for predicting maximum dry unit weight \(({\gamma _{{\text{dmax}}}})\) and optimum moisture content (OMC) of fine-grained soils in terms of their consistency limits. The empirical models were developed by performing experimental investigation on forty (40) natural fine-grained soils, encompassing a wide range of liquid limit (LL) and plastic limit (PL). The compaction characteristics were determined by conducting IS light compaction test (standard Proctor equivalent in Indian standards). Observation shows that \({\gamma _{{\text{dmax}}}}\) linearly decreases and in contrast, OMC increases in the same fashion with increase in LL or PL. However, in terms of regression coefficient, LL exhibits a superior correlation with \({\gamma _{{\text{dmax}}}}\) and OMC than PL does. The observed variation trend of compaction characteristics with LL and PL is affirmed by a few previous studies in the domain. A set of two independent models are finally developed for predicting \({\gamma _{{\text{dmax}}}}\) and OMC of soils taking both LL and PL into account. Reasonably good regression coefficients are obtained in case of both the models (R 2 = 0.90 in case of \({\gamma _{{\text{dmax}}}}\) and R 2 = 0.86 in case of OMC model). The models are validated by predicting \({\gamma _{{\text{dmax}}}}\) and OMC and comparing with actually measured values in a published study as well as present study. The root-mean-square error (RMSE) in case of \({\gamma _{{\text{dmax}}}}\) prediction is 2.1% against the measured values of present study and 7.4–7.5% against measured values in literature. The RMSE involved in case of OMC prediction model is 7% against present values and 17.5–28.2% against measured values in literature.
References
Korfiatis GP, Manikopoulos CN (1982) Correlation of maximum dry density and grain size. J Geotech Eng Div 108(9):1171–1176
Joslin JC (1959) Ohio’s typical water-density curves. Am Soc Test Mater Spec Tech Publ (ASTM STP) 239:111–118
Johnson AW, Sallberg JR (1962) Factors influencing compaction results. Highw Res Board Bull 319:1–148
Al-Khafaji AN (1987) A simple approach to the estimation of soil compaction parameters. Q J Eng Geol Hydrogeol 20:15–30. doi:10.1144/GSL.QJEG.1987.020.01.03
Pandian NS, Nagaraj TS, Manoj M (1997) Re-examination of compaction characteristics of fine-grained soils. Geotechnique 47:363–366. doi:10.1680/geot.1997.47.2.363
Blotz LR, Benson CH, Boutwel GP (1998) Estimating optimum water content and maximum dry unit weight for compacted clays. J Geotech Geoenviron 124:907–912. doi:10.1061/(ASCE)1090-0241(1998)124:9(907)
Al-Badran Y, Schanz T (2014) Modelling the compaction curve of fine-grained soils. Soils Found 54:426–438. doi:10.1016/j.sandf.2014.04.011
Günaydın O (2009) Estimation of soil compaction parameters by using statistical analyses and artificial neural networks. Environ Geol 57:203–215. doi:10.1007/s00254-008-1300-6
Dokovic E, Rakic D, Ljubojev, M (2013) Estimation of soil compaction parameters based on the Atterberg limits. Min Metall Inst Bor 4: 1–16. doi:10.5937/MMEB1304001D
Gurtug Y, Sridharan A (2004) Compaction behavior and prediction of its characteristics of fine grained soils with particular reference to compaction energy. Soils Found 44:27–36. doi:10.3208/sandf.44.5_27
Sridharan A, Nagaraj HB (2005) Plastic limit and compaction characteristics of fine grained soils. Ground Improv 9:17–22. doi:10.1680/grim.2005.9.1.17
Sivrikaya O, Togrol E, Kayadelen C (2008) Estimating compaction behavior of fine-grained soils based on compaction energy. Can Geotech J 45:877–887. doi:10.1139/T08-022
Nagaraj HB, Reesha B, Sravan MV, Suresh MR (2015) Correlation of compaction characteristics of natural soils with modified plastic limit. Transp Geotech 2:65–77. doi:10.1016/j.trgeo.2014.09.002
Mujtaba H, Farooq K, Sivakugan N, Das BM (2013) Correlation between gradational parameters and compaction characteristics of sandy soils. Int J Geotech Eng 7:395–401. doi:10.1179/1938636213Z.00000000045
Sivrikaya O, Kayadelen C, Cecen E (2013) Prediction of the compaction parameters for coarse-grained soils with fines content by MLR and GEP. Acta Geotech Slov 10:29–41. doi:10.1139/T08-022
Di Matteo L, Bigotti F, Ricco R (2009) Best-fit models to estimate modified proctor properties of compacted soil. J Geotech Geoenviron 135:992–996. doi:10.1061/ASCEGT.1943-5606.0000022
Farooq K, Khalid U, Mujtaba H (2016) Prediction of compaction characteristics of fine-grained soils using consistency limits. Arab J Sci Eng 41:1319–1328. doi:10.1007/s13369-015-1918-0
IS-2720: Part 5 (1985) Indian standard methods of test for soils: determination of liquid limit and plastic limit. Bureau of Indian Standards, New Delhi
IS-2720: Part 4 (1985) Indian standard methods of test for soils: grain size analysis. Bureau of Indian Standards, New Delhi
IS-1498 (1970) Indian standard classification and identification of soils for general engineering purposes. Bureau of Indian Standards, New Delhi
IS-2720: Part 7 (1980) Indian standard methods of test for soils: determination of water content—dry density relation using light compaction. Bureau of Indian Standards, New Delhi
ASTM D 698–91 (1997) Test methods for laboratory compaction characteristics of soil using standard effort. Annual Book of ASTM Standards, 4(8). ASTM International, West Conshohocken
Shukla SK (2014) Core principles of soil mechanics. ICE Publishing, London
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Saikia, A., Baruah, D., Das, K. et al. Predicting Compaction Characteristics of Fine-Grained Soils in Terms of Atterberg Limits. Int. J. of Geosynth. and Ground Eng. 3, 18 (2017). https://doi.org/10.1007/s40891-017-0096-4
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DOI: https://doi.org/10.1007/s40891-017-0096-4