Technical Papers
Apr 12, 2023

A Predictive Settlement Modeling Framework Employing Thermal–Hydraulic–Mechanical–Biochemical Processes in Municipal Solid Waste Landfills

Publication: International Journal of Geomechanics
Volume 23, Issue 6

Abstract

Municipal solid waste (MSW) landfills using leachate recirculation optimize the waste stabilization process by providing nutrition and moisture for biological activity. However, the leachate recirculation creates an environment with complex processes due to accelerated biodegradation and generated heat. Additionally, different timing in waste placement and the heterogeneous nature of MSW cause significant variations in properties throughout the intercalated layers. In this study, a settlement framework model employing Thermal–Hydraulic–Mechanical–Biochemical processes is proposed, which considers multiple MSW properties including temperature, pH, and saturation. The framework model includes a modified Cam-clay model to simulate short-term settlement and adopts mechanical and biological creep models for long-term settlement estimation. A long-term biological creep model that uses a single decay rate constant is revised to account for environmental factors such as temperature, pH, and saturation in estimating MSW decay rates. The framework model was calibrated using the data of large-scale column experiments, which were conducted at different temperatures and saturation conditions considering biodegradation rates. Also, an MSW placement strategy was developed to consider the effect of different waste layer placement timing in the progression of MSW landfill total settlement. The modeling framework was validated using settlement data from a landfill in Canada. The results showed that temperature and saturation have a significant influence on MSW settlement and therefore should be considered in MSW landfill settlement prediction models.

Practical Application

In municipal solid waste (MSW) landfills, leachate recirculation increases biological activity and heat and therefore results in further breakdown of waste material and, subsequently, large settlements. Also, different climates and waste placement seasons, in addition to the nonhomogenous nature of MSW, create variations in landfill layers that need to be addressed. This study investigated a settlement model that was verified with an experiment where different temperature and saturation was applied to MSW. The settlement was divided into short-term settlement (from the compression of material) and long-term settlement from the breakdown of material with time. Additionally, since the whole MSW is not placed in a landfill at once, a strategy was developed to consider the different stages of waste placement in the developed model. The developed framework was verified using the data collected from a landfill in Canada. The results show that when we consider temperature and the amount of saturation in MSW, we can have a better prediction of MSW settlement and prevent unwanted consequences of landfill failure.

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Acknowledgments

The authors appreciate the financial support from the Nebraska Collaboration Initiatives and the finding and conclusions do not necessarily reflect the sponsor perspectives. Also, thanks to the material support from Lancaster County Bluff Road Landfill.

Notation

The following symbols are used in this paper:
b
mechanical creep coefficient;
C
constant number related to the theoretical upper bound limit of decay rate;
Cc
compressibility index;
Cn
normalization constant;
c
rate constant for mechanical creep;
d
layer depth;
dεv
total volumetric strain;
dεve
elastic volumetric strain;
dεvp
plastic volumetric strain;
e
void ratio;
fw
water content factor;
H
depth of the waste;
Hi,j10
initial height of lift i and period j−1;
Hij0
initial height of lift i at the beginning of period j;
k
first-order decay coefficient;
kst
temperature-saturation-dependent decay rate;
M
frictional constant;
m
linear constants based on the lower and upper bound of k;
n
linear constants based on the lower and upper bound of k;
P
mean effective stress;
p0
preconsolidation stress;
q
deviatoric stress;
S
saturation;
Se
effective saturation;
Si
average saturation of lift i;
Smax
maximum saturation;
SMSW
field saturation degree;
Sr
residual degree of saturation;
T
temperature (°C);
Tij
average temperature of lift i, period j;
t
onset time after the completion of instant settlement;
ug
pore air pressure;
ΔHbij
total biodegradation creep settlement of lift i at period j;
ΔHij
total calculated settlement of lift i at the end of period i;
Δσse
Bishop’s mean effective stress due to waste placement;
εdg
total possible biostrain;
εT
total strain;
εdgij0
initial potential strain of layer i, period j;
εdgij0
initial biodegradation strain of ith lift at the beginning of period j;
γ
MSW unit weight;
η
ratio of deviatoric stress and mean effective stress;
κ
swelling index;
λ
compressibility index;
σ
total stress;
σh
horizontal stress;
σi,j
cumulative stress load of lift i up to j;
σv
vertical stress;
σse
Bishop’s effective stress;
ψ
suction pressure;
θ
volumetric moisture content;
θs
saturated moisture content;
θr
residual moisture content; and
φ
internal friction angle.

References

Babu, G. L., K. R. Reddy, S. K. Chouskey, and H. S. Kulkarni. 2010. “Prediction of long-term municipal solid waste landfill settlement using constitutive model.” Pract. Period. Hazard. Toxic Radioact. Waste Manage. 14 (2): 139–150. https://doi.org/10.1061/(ASCE)HZ.1944-8376.0000024.
Bareither, C. A., C. H. Benson, and T. B. Edil. 2012a. “Compression behavior of municipal solid waste: Immediate compression.” J. Geotech. Geoenviron. Eng. 138 (9): 1047–1062. https://doi.org/10.1061/(ASCE)GT.1943-5606.0000672.
Bareither, C. A., C. H. Benson, and T. B. Edil. 2012b. “Effects of waste composition and decomposition on the shear strength of municipal solid waste.” J. Geotech. Geoenviron. Eng. 138 (10): 1161–1174. https://doi.org/10.1061/(ASCE)GT.1943-5606.0000702.
Bareither, C. A., C. H. Benson, and T. B. Edil. 2013. “Compression of municipal solid waste in bioreactor landfills: Mechanical creep and biocompression.” J. Geotech. Geoenviron. Eng. 139 (7): 1007–1021. https://doi.org/10.1061/(ASCE)GT.1943-5606.0000835.
Barlaz, M. A., B. F. Staley, and F. L. de los Reyes. 2010. “Anaerobic biodegradation of solid waste.” In Vol. 12 of Environmental microbiology. 2nd ed., edited by R. Mitchell and J.-D. Gu. Hoboken, NJ: Wiley.
Basha, B. M., N. Parakalla, and K. R. Reddy. 2016. “Experimental and statistical evaluation of compressibility of fresh and landfilled municipal solid waste under elevated moisture contents.” Int. J. Geotech. Eng. 10 (1): 86–98. https://doi.org/10.1179/1939787915Y.0000000018.
Benbelkacem, H., R. Bayard, A. Abdelhay, Y. Zhang, and R. Gourdon. 2010. “Effect of leachate injection modes on municipal solid waste degradation in anaerobic bioreactor.” Bioresour. Technol. 101 (14): 5206–5212. https://doi.org/10.1016/j.biortech.2010.02.049.
Benson, C. H., M. A. Barlaz, D. T. Lane, and J. M. Rawe. 2007. “Bioreactor landfills in North America: Review of the state-of-the-practice.” Waste Manage. 27 (1): 13–29. https://doi.org/10.1016/j.wasman.2006.04.005.
Berquist, C. S., and P. J. van Geel. 2020. “Simulating temperature-dependent biodegradation-induced settlement at a landfill with waste lifts placed under frozen conditions.” Waste Manage. 104: 74–81. https://doi.org/10.1016/j.wasman.2020.01.002.
Bishop, A. W., and G. E. Blight. 1963. “Some aspects of effective stress in saturated and partly saturated soils.” Geotechnique 13 (3): 177–197. https://doi.org/10.1680/geot.1963.13.3.177.
Breitmeyer, R. J., and C. H. Benson. 2014. “Evaluation of parameterization techniques for unsaturated hydraulic conductivity functions for municipal solid waste.” Geotech. Test. J. 37 (4): 597–612. https://doi.org/10.1520/GTJ20130132.
Casini, F., R. Vassallo, C. Mancuso, and A. Desideri. 2008. “Application to a compacted soil of a Cam clay model extended to unsaturated conditions.” In Proc., 1st European Conf. on Unsaturated Soils, 609–615. London: Taylor & Francis Group.
COMSOL Multiphysics®, Accessed January 2020. www.comsol.com. Stockholm, Sweden: COMSOL AB.
Dasgupta, D., A. Debsarkar, T. Hazra, B. K. Bala, A. Gangopadhyay, and D. Chatterjee. 2017. “Scenario of future e-waste generation and recycle-reuse-landfill-based disposal pattern in India: A system dynamics approach.”. Environ. Dev. Sustainability 19 (4): 1473–1487. https://doi.org/10.1007/s10668-016-9815-6.
Dixon, N., D. R. V. Jones, and R. W. Whittle. 1999. “Mechanical properties of household waste: In situ assessment using pressuremeters.” In Proc. Sardinia ‘ 99 - 7th International Waste Management and Landfill Symposium, Vol. III, 453–460. Cagliari, Italy: Environmental Sanitary Engineering Centre.
El-Fadel, M., and R. Khoury. 2000. “Modeling settlement in MSW landfills: A critical review.” Crit. Rev. Env. Sci. Technol. 30 (3): 327–361. https://doi.org/10.1080/10643380091184200.
EPA. 2020. Facts and figures about materials, waste and recycling. Washington, DC: EPA.
Feng, S., W. Fu, A. Zhou, and F. Lyu. 2019. “A coupled hydro-mechanical-biodegradation model for municipal solid waste in leachate recirculation.” Waste Manage. 98: 81–91. https://doi.org/10.1016/j.wasman.2019.08.016.
Feng, S. J., B. Y. Cao, Z. B. Bai, and Z. Y. Yin. 2016. “Constitutive model for municipal solid waste considering the effect of biodegradation.” Géotech. Lett. 6 (4): 244–249. https://doi.org/10.1680/jgele.15.00184.
Gholamifard, S., R. Eymard, and C. Duquennoi. 2008. “Modeling anaerobic bioreactor landfills in methanogenic phase: Long term and short term behaviors.” Water Res. 42 (20): 5061–5071. https://doi.org/10.1016/j.watres.2008.09.040.
Gibson, R. E., and K. Y. Lo. 1961. “A theory of consolidation of soils exhibiting secondary consolidation.” Acta Polytech. Scand. 296: 1–15.
Giri, R. K., and K. R. Reddy. 2014. “Slope stability of bioreactor landfills during leachate injection: Effects of heterogeneous and anisotropic municipal solid waste conditions.” Waste Manage. Res. 32 (3): 186–197. https://doi.org/10.1177/0734242X14522492.
Gourc, J. P., M. J. Staub, and M. Conte. 2010. “Decoupling MSW settlement into mechanical and biochemical processes—Modelling and validation on large-scale setups.” Waste Manage. 30 (8–9): 1556–1568. https://doi.org/10.1016/j.wasman.2010.03.004.
Hanson, J. L., N. Yeşiller, M. T. Onnen, W. L. Liu, N. K. Oettle, and J. A. Marinos. 2013. “Development of numerical model for predicting heat generation and temperatures in MSW landfills.” Waste Manage. 33 (10): 1993–2000. https://doi.org/10.1016/j.wasman.2013.04.003.
Hartwell, J., M. S. Mousavi, J. Eun, and S. Bartelt-Hunt. 2021. “Evaluation of depth-dependent properties of municipal solid waste using a large diameter-borehole sampling method.” J. Air Waste Manage. Assoc. 71 (4): 433–446. https://doi.org/10.1080/10962247.2020.1848942.
Hettiarachchi, C. H., J. N. Meegoda, J. Tavantzis, and P. Hettiaratchi. 2007. “Numerical model to predict settlements coupled with landfill gas pressure in bioreactor landfills.” J. Hazard. Mater. 139 (3): 514–522. https://doi.org/10.1016/j.jhazmat.2006.02.067.
Hettiarachchi, H., J. Meegoda, and P. Hettiaratchi. 2009. “Effects of gas and moisture on modeling of bioreactor landfill settlement.” Waste Manage. 29 (3): 1018–1025. https://doi.org/10.1016/j.wasman.2008.08.018.
Hubert, J., X. F. Liu, and F. Collin. 2016. “Numerical modeling of the long term behavior of municipal solid waste in a bioreactor landfill.” Comput. Geotech. 72: 152–170. https://doi.org/10.1016/j.compgeo.2015.10.007.
Jommi, C. 2000. “Remarks on the constitutive modelling of unsaturated soils.” In Experimental evidence and theoretical approaches in unsaturated soils, edited by A. Tarantino and C. Mancuso, 139–153. Boca Raton, FL: CRC Press.
Kavazanjian, E., Jr., N. Matasovic, and R. C. Bachus. 1999. “Large-diameter static and cyclic laboratory testing of municipal solid waste,” Proc. Sardinia ‘99 - 7th International Waste Management and Landfill Symposium, 437–444. Cagliari, Italy: Environmental Sanitary Engineering Centre.
Kumar, G., and K. R. Reddy. 2019. “Rapid stabilization of municipal solid waste in bioreactor landfills: Predictive performance using coupled modeling.” Global NEST J. 21 (4): 505–512.
Kwak, S. 2014. “Assessment of municipal solid waste settlement models based on field-scale data analysis.” MS thesis, Dept. of Civil and Environmental Engineering, Colorado State Univ.
Lei, Y., D. Sun, Y. Dang, H. Chen, Z. Zhao, Y. Zhang, and D. E. Holmes. 2016. “Stimulation of methanogenesis in anaerobic digesters treating leachate from a municipal solid waste incineration plant with carbon cloth.” Bioresour. Technol. 222: 270–276. https://doi.org/10.1016/j.biortech.2016.10.007.
Liu, X., J. Shi, X. Qian, Y. Hu, and G. Peng. 2011. “One-dimensional model for municipal solid waste (MSW) settlement considering coupled mechanical-hydraulic-gaseous effect and concise calculation.” Waste Manage. 31 (12): 2473–2483. https://doi.org/10.1016/j.wasman.2011.07.013.
Machado, S. L., M. F. Carvalho, and O. M. Vilar. 2002. “Constitutive model for municipal solid waste.” J. Geotech. Geoenviron. Eng. 128 (11): 940–951. https://doi.org/10.1061/(ASCE)1090-0241(2002)128:11(940).
Marques, A. C. M., G. M. Filz, and O. M. Vilar. 2003. “Composite compressibility model for municipal solid waste.” J. Geotech. Geoenviron. Eng. 129 (4): 372–378. https://doi.org/10.1061/(ASCE)1090-0241(2003)129:4(372).
McDougall, J. 2007. “A hydro-bio-mechanical model for settlement and other behaviour in landfilled waste.” Comput. Geotech. 34 (4): 229–246. https://doi.org/10.1016/j.compgeo.2007.02.004.
Mehta, R., M. A. Barlaz, R. Yazdani, D. Augenstein, M. Bryars, and L. Sinderson. 2002. “Refuse decomposition in the presence and absence of leachate recirculation.” J. Environ. Eng. 128 (3): 228–236. https://doi.org/10.1061/(ASCE)0733-9372(2002)128:3(228).
Meima, J. A., N. M. Naranjo, and A. Haarstrick. 2008. “Sensitivity analysis and literature review of parameters controlling local biodegradation processes in municipal solid waste landfills.” Waste Manage. 28 (5): 904–918. https://doi.org/10.1016/j.wasman.2007.02.032.
Nwaokorie, K. J., C. A. Bareither, S. C. Mantell, and D. J. Leclaire. 2018. “The influence of moisture enhancement on landfill gas generation in a full-scale landfill.” Waste Manage. 79: 647–657. https://doi.org/10.1016/j.wasman.2018.08.036.
Park, H. I., and S. R. Lee. 1997. “Long-term settlement behavior of landfills with refuse decomposition.” J. Solid Waste Technol. Manage. 24 (4): 159–165.
Reddy, K. R., G. Kumar, and R. K. Giri. 2018. “Modeling coupled hydro-bio-mechanical processes in bioreactor landfills: Framework and validation.” Int. J. Geomech. 18 (9): 04018102. https://doi.org/10.1061/(ASCE)GM.1943-5622.0001164.
Reinhart, D. R., P. T. McCreanor, and T. Townsend. 2002. “The bioreactor landfill: Its status and future.” Waste Manage. Res. 20 (2): 172–186. https://doi.org/10.1177/0734242X0202000209.
Sharma, H. D., and A. De. 2007. “Municipal solid waste landfill settlement: Postclosure perspectives.” J. Geotech. Geoenviron. Eng. 133 (6): 619–629. https://doi.org/10.1061/(ASCE)1090-0241(2007)133:6(619).
Sirohi, S. K., N. Pandey, B. Singh, and A. K. Puniya. 2010. “Rumen methanogens: A review.” Indian J. Microbiol. 50 (3): 253–262. https://doi.org/10.1007/s12088-010-0061-6.
Sowers, G. F. 1973. “Settlement of waste disposal fills.” In Vol. 2 of 8th Int. Conf. on Soil Mech. and Foundation Eng. 207–210. London: Pergamon Press.
Spencer, R. 1990. “Landfill space reuse.” Biocycle 31 (2): 30–33.
Tamagnini, R. 2004. “An extended Cam-clay model for unsaturated soils with hydraulic hysteresis.” Géotechnique 54 (3): 223–228. https://doi.org/10.1680/geot.2004.54.3.223.
van Geel, P. J., and K. E. Murray. 2015. “Simulating settlement during waste placement at a landfill with waste lifts placed under frozen conditions.” Waste Manage. 46: 352–361. https://doi.org/10.1016/j.wasman.2015.08.016.
Wood, D. M. 1990. Soil behaviour and critical state soil mechanics. Cambridge: Cambridge University Press.
Yeşiller, N., J. L. Hanson, K. B. Kopp, and E. H. Yee. 2016. “Heat management strategies for MSW landfills.” Waste Manage. 56: 246–254. https://doi.org/10.1016/j.wasman.2016.07.011.
Yeşiller, N., J. L. Hanson, and W. L. Liu. 2005. “Heat generation in municipal solid waste landfills.” J. Geotech. Geoenviron. Eng. 131 (11): 1330–1344. https://doi.org/10.1061/(ASCE)1090-0241(2005)131:11(1330).
Young, A. 1989. “Mathematical modeling of landfill gas extraction.” J. Environ. Eng. 115 (6): 1073–1087. https://doi.org/10.1061/(ASCE)0733-9372(1989)115:6(1073).
Zhao, Z., Y. Zhang, Q. Yu, W. Ma, J. Sun, and X. Quan. 2016. ‘“Enhanced decomposition of waste activated sludge via anodic oxidation for methane production and bioenergy recovery.”’ Int. Biodeterior. Biodegrad. 106: 161–169. https://doi.org/10.1016/j.ibiod.2015.10.020.

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Go to International Journal of Geomechanics
International Journal of Geomechanics
Volume 23Issue 6June 2023

History

Received: Jun 18, 2022
Accepted: Jan 25, 2023
Published online: Apr 12, 2023
Published in print: Jun 1, 2023
Discussion open until: Sep 12, 2023

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Postdoctoral Research Associate, Dept. of Civil and Environmental Engineering, Univ. of Nebraska-Lincoln, Omaha, NE 402480-2150. ORCID: https://orcid.org/0000-0002-1216-2694. Email: [email protected]
Associate Professor, Dept. of Civil and Environmental Engineering, Univ. of Nebraska-Lincoln, Omaha, NE 402554-3544 (corresponding author). ORCID: https://orcid.org/0000-0001-9734-2602. Email: [email protected]

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