A novel time-series-based kinetic model for degradation of municipal solid waste under different oxygen concentrations

Fangming Xu, Junlong Huang, Zhenjiang Zhuo, Dong Xie, Jiahui Yuan, Yanjun Liu, Hongtao Wang

PDF(4470 KB)
PDF(4470 KB)
Front. Environ. Sci. Eng. ›› 2025, Vol. 19 ›› Issue (2) : 19. DOI: 10.1007/s11783-025-1939-1
RESEARCH ARTICLE

A novel time-series-based kinetic model for degradation of municipal solid waste under different oxygen concentrations

Author information +
History +

Highlights

● A model is proposed for calculating the reaction rate constant of organic matters.

● The relationship between oxygen concentration and reaction rate is proposed.

● The gas generation during degradation of organic matters degradation is superposed.

● SDOM model is more accurate in calculating the CO2 production during degradation.

Abstract

Aeration is pivotal in accelerating landfill stabilization. Biodegradation kinetic models of landfills have not fully accounted for the uneven distribution of oxygen during aerobic in situ stabilization, owing to the high heterogeneity of landfills. In this study, a successive degradation of organic matter (SDOM) model is proposed to calculate the reaction rate constant of municipal solid waste (MSW). The SDOM model assumes that organic matter (OM) is composed of n independent shares, with each share starting to degrade at different times. However, all fractions degrade according to first-order kinetics once they enter the reaction phase. In this study, degradation tests of typical organic matter in landfills were conducted under varying oxygen concentrations, and the reaction rates for each degradation test were calculated using the SDOM model. Subsequently, a model was developed to simulate the variation in the reaction rate constant with the oxygen concentration. Superposition tests on multiple types of organic matter were conducted to further validate the superposition principle of the degradation process. Model verification using real waste data revealed a reaction rate constant of 0.12, demonstrating a better fit compared to the Monod model and traditional first-order kinetic model, as well as the highest accuracy in the calculation of CO2 produced in the degradation process. The SDOM model can help to understand the degradation mechanism of the aerobic in situ stabilization of landfills in a better manner.

Graphical abstract

Keywords

Landfill / Time-series-based model / Aerobic stabilization / Organic matter biodegradation

Cite this article

Download citation ▾
Fangming Xu, Junlong Huang, Zhenjiang Zhuo, Dong Xie, Jiahui Yuan, Yanjun Liu, Hongtao Wang. A novel time-series-based kinetic model for degradation of municipal solid waste under different oxygen concentrations. Front. Environ. Sci. Eng., 2025, 19(2): 19 https://doi.org/10.1007/s11783-025-1939-1

References

[1]
Ahmadifar M, Majid Sartaj, & M. Abdallah.. (2016). Investigating the performance of aerobic, semi-aerobic, and anaerobic bioreactor landfills for MSW management in developing countries. Journal of Material Cycles and Waste Management, 18(4): 703–714
CrossRef Google scholar
[2]
Ali M, Zhang J, Raga R, Lavagnolo R C, Pivato A, Wang X, Zhang Y, Cossu R, Yue D. (2018). Effectiveness of aerobic pretreatment of municipal solid waste for accelerating biogas generation during simulated landfilling. Frontiers of Environmental Science & Engineering, 12(3): 73–85
CrossRef Google scholar
[3]
Avinash L S, Mishra A. (2024). Comparative evaluation of artificial intelligence based models and kinetic studies in the prediction of biogas from anaerobic digestion of MSW. Fuel, 367: 131545
CrossRef Google scholar
[4]
Bian R, Xin D, Chai X. (2018). A simulation model for methane emissions from landfills with interaction of vegetation and cover soil. Waste Management, 71: 267–276
CrossRef Google scholar
[5]
CaoB Y, Feng S J, LiA Z (2018). CFD modeling of anaerobic-aerobic hybrid bioreactor landfills. International Journal of Geomechanics, 18(7): 04018072.04018071–04018072.04018010
[6]
Chen Y m. (2014). A fundamental theory of environmental geotechnics and its application. Chinese Journal of Geotechnical Engineering, 36(1): 1–46
CrossRef Google scholar
[7]
Fathinezhad A, Jafari N H, Oldenburg C M, Caldwell M D. (2022). Numerical investigation of air intrusion and aerobic reactions in municipal solid waste landfills. Waste Management, 147: 60–72
CrossRef Google scholar
[8]
Feng S J, Lu S F, Chen H X, Fu W D, Lu F. (2017). Three-dimensional modelling of coupled leachate and gas flow in bioreactor landfills. Computers and Geotechnics, 84(APR): 138–151
CrossRef Google scholar
[9]
Feng S J, Wu S J, Fu W D, Zheng Q T, Zhang X L. (2021). Slope stability analysis of a landfill subjected to leachate recirculation and aeration considering bio-hydro coupled processes. Geoenvironmental Disasters, 8(1): 29
CrossRef Google scholar
[10]
Feng S J, Shen Y, Zheng Q T, Shi J L. (2022). Multi-functional direct shear apparatus for geosynthetic interfaces with its application on various GMB/GCL interfaces. Acta Geotech, 17(3): 993–1008
CrossRef Google scholar
[11]
Fytanidis D K, Voudrias E A. (2014). Numerical simulation of landfill aeration using computational fluid dynamics. Waste Management, 34(4): 804–816
CrossRef Google scholar
[12]
Gawande N A, Reinhart D R, Yeh G T. (2010). Modeling microbiological and chemical processes in municipal solid waste bioreactor, part II: application of numerical model BIOKEMOD-3P. Waste Management, 30(2): 211–218
CrossRef Google scholar
[13]
Guo S, Yu W, Zhao H, Lai C, Bian S, Jin P, Liang S, Yuan S, Huang L, Wang S. . (2023). Numerical simulation to optimize passive aeration strategy for semi-aerobic landfill. Waste Management, 171: 676–685
CrossRef Google scholar
[14]
Gutiérrez M C, Siles J A, Diz J, Chica A F, Martín M A. (2017). Modelling of composting process of different organic waste at pilot scale: biodegradability and odor emissions. Waste Management, 59: 48–58
CrossRef Google scholar
[15]
Haarstrick A, Hempel D C, Ostermann L, Ahrens H, Dinkler D. (2001). Modeling of the biodegradation of organic matter in municipal landfills. Waste Management & Research, 19(4): 320–331
CrossRef Google scholar
[16]
HaugR T (1993). The Practical Handbook of Compost Engineering. New York: Lewis Publishers
[17]
Hu X, Yang Y, Zhou K, Tian G, Liu B, He H, Zhang L, Cao Y, Bian B. (2022). Verification of agricultural cleaner production through rice-duck farming system and two-stage aerobic composting of typical organic waste. Journal of Cleaner Production, 337: 130576
CrossRef Google scholar
[18]
Jones K L, Grainger J M. (1983). The application of enzyme activity measurements to a study of factors affecting protein, starch and cellulose fermentation in domestic refuse. European Journal of Applied Microbiology & Biotechnology, 18(3): 181–185
CrossRef Google scholar
[19]
Kunath B J, Delogu F, Naas A E, Arntzen M Ø, Eijsink V G H, Henrissat B, Hvidsten T R, Pope P B. (2019). From proteins to polysaccharides: lifestyle and genetic evolution of Coprothermobacter proteolyticus. ISME Journal, 13(3): 603–617
CrossRef Google scholar
[20]
Lavagnolo M C, Grossule V, Raga R. (2018). Innovative dual-step management of semi-aerobic landfill in a tropical climate. Waste Management, 74: 302–311
CrossRef Google scholar
[21]
Li K, Chen Y M, Xu W J, Zhan L T, Ling D S, Ke H, Hu J, Li J L. (2021). A thermo-hydro-mechanical-biochemical coupled model for landfilled municipal solid waste. Computers and Geotechnics, 134: 104090
CrossRef Google scholar
[22]
Li K, Xu W, Chen Y, Zhan L, Ke H, Xu H, Xiao D. (2023). Biochemical, hydrological and mechanical behaviors of high food waste content MSW landfill: numerical simulation analysis of a large-scale experiment. Waste Management, 171: 557–567
CrossRef Google scholar
[23]
Lin Y P, Huang G H, Lu H W, He L. (2008). Modeling of substrate degradation and oxygen consumption in waste composting processes. Waste Management, 28(8): 1375–1385
CrossRef Google scholar
[24]
Lou Z, Chai X, Zhao Y, Song Y, Zhu N, Jia J. (2014). Indicating landfill stabilization state by using leachate property from Laogang Refuse Landfill. Frontiers of Environmental Science & Engineering, 8(3): 405–410
CrossRef Google scholar
[25]
Ma J, Liu L, Yu X, Fei X, Bi Y. (2020). Simulation of gas concentration during the process of air injection and extraction in a landfill. Environmental Progress & Sustainable Energy, 39(5): e13406
CrossRef Google scholar
[26]
Mason I G. (2008). An evaluation of substrate degradation patterns in the composting process. Part 2: Temperature-corrected profiles. Waste Management, 28(10): 1751–1765
CrossRef Google scholar
[27]
Miron Y, Zeeman G, Lier J B V, Lettinga G. (2000). The role of sludge retention time in the hydrolysis and acidification of lipids, carbohydrates and proteins during digestion of primary sludge in CSTR systems. Water Research, 34(5): 1705–1713
CrossRef Google scholar
[28]
Nguyen D, Wu Z, Shrestha S, Lee P H, Raskin L, Khanal S K. (2019). Intermittent micro-aeration: new strategy to control volatile fatty acid accumulation in high organic loading anaerobic digestion. Water Research, 166: 115080
CrossRef Google scholar
[29]
Omar H, Rohani S. (2017). The mathematical model of the conversion of a landfill operation from anaerobic to aerobic. Applied Mathematical Modelling, 50(10): 53–67
CrossRef Google scholar
[30]
Petric I, Mustafić N. (2015). Dynamic modeling the composting process of the mixture of poultry manure and wheat straw. Journal of Environmental Management, 161: 392–401
CrossRef Google scholar
[31]
Qu X, He P, Shao L, Li G. (2005). Biomass compositions fermentation in initial stage of fresh municipal solid waste degradation in bioreactor landfill. Journalof Environmental Sciences, 9: 1219–1225
CrossRef Google scholar
[32]
Rafey A, Siddiqui F Z. (2023). Modelling and simulation of landfill methane model. Cleaner Energy Systems, 5: 100076
CrossRef Google scholar
[33]
Read A D, Hudgins M, Phillips P. (2001). Perpetual landfilling through aeration of the waste mass; lessons from test cells in Georgia (USA). Waste Management, 21(7): 617–629
CrossRef Google scholar
[34]
TangW (1998). Study on Generation and Control of Landfill Gas for Municipal Solid Waste. Dissertation for the Doctoral Degree. Beijing: Tsinghua University
[35]
Vieru D. (2020). Mathematical modeling of landfill gas (MSW)—production of gas with methane gas content from landfills (MSW). Journal of Geoscience and Environment Protection, 8(12): 36–62
CrossRef Google scholar
[36]
Wang H, Cao Q M, Yang J F, Tang S M. (2008). Effect of soil biodiversity on nutrients and water used by plants. Acta Ecologica Sinica, 28(3): 1240–1246
[37]
Wang K, Yun S, Xing T, Li B, Abbas Y, Liu X. (2021). Binary and ternary trace elements to enhance anaerobic digestion of cattle manure: focusing on kinetic models for biogas production and digestate utilization. Bioresource Technology, 323: 124571
CrossRef Google scholar
[38]
Xiao D, Chen Y m, Xu W j, Zhan L T, Ke H, He H j, Liu Y f. (2022). Experimental study on aerobic accelerated stabilization and carbon and nitrogen migration of municipal solid waste. Zhongguo Huanjing Kexue, 42(5): 2204–2212
CrossRef Google scholar
[39]
XiaoD, Xu W, ZhanL, ChenY (2019). A model for aerobic biochemical degradation of municipal solid waste. In: Proceedings of the 8th International Congress on Environmental Geotechnics Volume 3. Hangzhou, China, October 28–November 1, 2018
[40]
Yan H, Sedighi M, Xie H. (2020). Thermally induced diffusion of chemicals under steady-state heat transfer in saturated porous media. International Journal of Heat and Mass Transfer, 153: 119664
CrossRef Google scholar
[41]
Yang B, Wang H, Lu W, Qian H. (2008). Anaerobic digestion of single material waste for landfill conditions. Journal of Tsinghua University (Science and Technology), 48(9): 1445–1448
CrossRef Google scholar
[42]
ZhangJ (2019). Simulation Test and Mumerical Modeling of Old Municipal Solid Waste Landfill in-situ Aeration. Dissertation for the Doctoral Degree. Shanghai: Huazhong University of Science and Technology
[43]
Zhang P, Wu H. (2013). Research progress of landfill evapotranspiration cover. Journal of Shenyang University, 25(4): 271–274
[44]
ZhaoT, Zhang K, GuJ, ZhangS, WangX, SongW, Shi L, YanF, PanH (2015). Characteristics of lignocellulose degradation and the microbial diversity of FWD1. Journal of AGRO-Environmenta Science, 34(8): 1582–15881588
[45]
Zhao Y, Liu Z, Zhang B, Cai J, Yao X, Zhang M, Deng Y, Hu B. (2023). Inter-bacterial mutualism promoted by public goods in a system characterized by deterministic temperature variation. Nature Communications, 14(1): 5394
CrossRef Google scholar

Acknowledgements

This work was supported by the National Natural Science Foundation of China (No. 42177177).

Conflict of Interests

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

RIGHTS & PERMISSIONS

2025 Higher Education Press 2025
AI Summary AI Mindmap
PDF(4470 KB)

Accesses

Citations

Detail

Sections
Recommended

/