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Anaerobic co-digestion of mango leaves and pig manure: performance assessment and kinetic analysis

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Abstract

Anaerobic batch co-digestion of mango leaves (ML) and pig manure (PM) at 37 °C with five different ML:PM ratios (1:0, 3:1, 1:1, 1:3, and 0:1) was evaluated for the first time. Five different kinetic models were used (first-order kinetic, cone, modified Gompertz, logistic, and transference models) to find the kinetic parameters for the co-digestion of ML and PM. The methane production results proved that the addition of PM highly improved the ML methane production; the highest biodegradability and methane yield of 86% and 465 mL CH4 g−1 VS, respectively, were obtained at ML:PM ratio of 1:3, which were 160%, 26.5%, 19%, and 72% and 196%, 37%, 24%, and 66% higher than those of 1:0, 3:1, 1:1, and 0:1 mixing ratios, respectively. The cone model (as proved by low root mean square error (RMSE) and Akaike’s Information Criterion (AIC)) showed a better fit to the experimental data. The results of the present work showed the synergistic effect of co-digestion to enhance anaerobic degradation of mango leaves and pig manure for biogas production, providing a practical basis for an energy-efficient strategy for bio-waste management.

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References

  1. Frigon J-C, Guiot SR (2010) Biomethane production from starch and lignocellulosic crops: a comparative review. Biofuels Bioprod Biorefin 4(4):447–458. https://doi.org/10.1002/bbb.229

    Article  Google Scholar 

  2. Abudi ZN, Hu Z, Sun N, Xiao B, Rajaa N, Liu C, Guo D (2016) Batch anaerobic co-digestion of OFMSW (organic fraction of municipal solid waste), TWAS (thickened waste activated sludge) and RS (rice straw): influence of TWAS and RS pretreatment and mixing ratio. Energy 107:131–140. https://doi.org/10.1016/j.energy.2016.03.141

    Article  Google Scholar 

  3. Fernández J, Pérez M, Romero L (2010) Kinetics of mesophilic anaerobic digestion of the organic fraction of municipal solid waste: influence of initial total solid concentration. Bioresour Technol 101(16):6322–6328

    Article  Google Scholar 

  4. Kafle GK, Kim SH (2013) Effects of chemical compositions and ensiling on the biogas productivity and degradation rates of agricultural and food processing by-products. Bioresour Technol 142:553–561

    Article  Google Scholar 

  5. Zhang W, Wei Q, Wu S, Qi D, Li W, Zuo Z, Dong R (2014) Batch anaerobic co-digestion of pig manure with dewatered sewage sludge under mesophilic conditions. Appl Energy 128(0):175–183. https://doi.org/10.1016/j.apenergy.2014.04.071

    Article  Google Scholar 

  6. Abudi ZN, Hu Z, Xiao B, Abood AR, Rajaa N, Laghari M (2016) Effects of pretreatments on thickened waste activated sludge and rice straw co-digestion: experimental and modeling study. J Environ Manag 177:213–222. https://doi.org/10.1016/j.jenvman.2016.04.028

    Article  Google Scholar 

  7. Gao J, Chen L, Yuan K, Huang H, Yan Z (2013) Ionic liquid pretreatment to enhance the anaerobic digestion of lignocellulosic biomass. Bioresour Technol 150:352–358

    Article  Google Scholar 

  8. Zhen G, Lu X, Kobayashi T, Li Y-Y, Xu K, Zhao Y (2015) Mesophilic anaerobic co-digestion of waste activated sludge and Egeria densa: performance assessment and kinetic analysis. Appl Energy 148 (0):78–86. doi:https://doi.org/10.1016/j.apenergy.2015.03.038

  9. Abudi ZN, Hu Z, Xiao B, Rajaa N, Chen S (2016) Enhancing biogas production from organic fraction of municipal solid waste by co-digestion with thickened waste activated sludge and rice straw. Fresenius Environ Bull 25(10):4130–4140

    Google Scholar 

  10. Xie S, Lawlor PG, Frost JP, Hu Z, Zhan X (2011) Effect of pig manure to grass silage ratio on methane production in batch anaerobic co-digestion of concentrated pig manure and grass silage. Bioresour Technol 102(10):5728–5733. https://doi.org/10.1016/j.biortech.2011.03.009

    Article  Google Scholar 

  11. Li D, Liu S, Mi L, Li Z, Yuan Y, Yan Z, Liu X (2015) Effects of feedstock ratio and organic loading rate on the anaerobic mesophilic co-digestion of rice straw and pig manure. Bioresour Technol 187:120–127

    Article  Google Scholar 

  12. Astals S, Musenze RS, Bai X, Tannock S, Tait S, Pratt S, Jensen PD (2015) Anaerobic co-digestion of pig manure and algae: impact of intracellular algal products recovery on co-digestion performance. Bioresour Technol 181 (0):97–104. doi:https://doi.org/10.1016/j.biortech.2015.01.039

  13. Lianhua L, Shuibin H, Yongming S, Xihui K, Junfeng J, Zhenhong Y, Dingfa L (2020) Anaerobic co-digestion of Pennisetum hybrid and pig manure: a comparative study of performance and microbial community at different mixture ratio and organic loading rate. Chemosphere 247:125871. https://doi.org/10.1016/j.chemosphere.2020.125871

    Article  Google Scholar 

  14. Schommer VA, Wenzel BM, Daroit DJ (2020) Anaerobic co-digestion of swine manure and chicken feathers: effects of manure maturation and microbial pretreatment of feathers on methane production. Renew Energy 152:1284–1291. https://doi.org/10.1016/j.renene.2020.01.154

    Article  Google Scholar 

  15. United Nations Food and Agriculture Organization SD and (2016) Production/crops of mangoes including mangosteens and guavas for 2013

  16. Kaushala A, Singhb S (2016) Adsorption of Zn (II) from aqueous solution on mango leaves powder. Int J 4(1):301–304

    Google Scholar 

  17. Ganogpichayagrai A, Palanuvej C, Ruangrungsi N (2017) Antidiabetic and anticancer activities of Mangifera indica cv. Okrong leaves. J Adv Pharm Technol Res 8(1):19–24

    Article  Google Scholar 

  18. Gondi M, Rao UP (2017) Bioactive molecules and health benefits of mango peel. From cultivation to consumption and health benefits, vol. 59

  19. Raimol Baby A, Nimisha B, Shehinas C, Reshna D (2016) Comparison of antimicrobial activity of crude extracts of Mangifera indica, Psidium guajava, Piper nigrum, Anacardium occidentale and Syzygium aromaticum against dental cariogenic Streptococcus sp. Imp J Interdiscip Res 2(11)

  20. Khan N, Khushtar M, Ahmad N, Hasan N, Khan Z, Idris S, Ahmad A, Zishan M (2017) Nutritional importance and pharmacological activity of Mangifera indica

  21. Flotats X, Bonmatí A, Fernández B, Magrí A (2009) Manure treatment technologies: on-farm versus centralized strategies. NE Spain as case study. Bioresour Technol 100(22):5519–5526

    Article  Google Scholar 

  22. Molinuevo-Salces B, González-Fernández C, Gómez X, García-González MC, Morán A (2012) Vegetable processing wastes addition to improve swine manure anaerobic digestion: evaluation in terms of methane yield and SEM characterization. Appl Energy 91(1):36–42

    Article  Google Scholar 

  23. Ye J, Li D, Sun Y, Wang G, Yuan Z, Zhen F, Wang Y (2013) Improved biogas production from rice straw by co-digestion with kitchen waste and pig manure. Waste Manag 33(12):2653–2658. https://doi.org/10.1016/j.wasman.2013.05.014

    Article  Google Scholar 

  24. Ngoma PM, Hiligsmann S, Zola ES, Culot M, Fievez T, Thonart P (2015) Comparative study of the methane production based on the chemical compositions of Mangifera indica and Manihot utilissima leaves. SpringerPlus 4(1):75

    Article  Google Scholar 

  25. Abudi ZN, Hu Z, Abood AR, Liu D, Gao A (2018) Effects of alkali pre-treatment, total solid content, substrate to inoculum ratio, and pH on biogas production from anaerobic digestion of mango leaves. Waste and Biomass Valorization:1–11

  26. Zhen G, Lu X, Li Y-Y, Zhao Y (2014) Combined electrical-alkali pretreatment to increase the anaerobic hydrolysis rate of waste activated sludge during anaerobic digestion. Appl Energy 128 (0):93–102. doi:https://doi.org/10.1016/j.apenergy.2014.04.062

  27. Pitt R, Cross T, Pell A, Schofield P, Doane P (1999) Use of in vitro gas production models in ruminal kinetics. Math Biosci 159(2):145–163

    Article  Google Scholar 

  28. El-Mashad HM (2013) Kinetics of methane production from the codigestion of switchgrass and Spirulina platensis algae. Bioresour Technol 132:305–312. https://doi.org/10.1016/j.biortech.2012.12.183

    Article  Google Scholar 

  29. Li L, Kong X, Yang F, Li D, Yuan Z, Sun Y (2012) Biogas production potential and kinetics of microwave and conventional thermal pretreatment of grass. Appl Biochem Biotechnol 166(5):1183–1191

    Article  Google Scholar 

  30. Parameswaran P, Rittmann BE (2012) Feasibility of anaerobic co-digestion of pig waste and paper sludge. Bioresour Technol 124 (0):163–168. doi:https://doi.org/10.1016/j.biortech.2012.07.116

  31. Redzwan G, Banks C (2004) The use of a specific function to estimate maximum methane production in a batch-fed anaerobic reactor. J Chem Technol Biotechnol 79(10):1174–1178

    Article  Google Scholar 

  32. Water Environment Federation, American Water Works Association (2005) Standard methods for the examination of water and wastewater. American Public Health Association (APHA), Washington, DC, USA

    Google Scholar 

  33. Buswell A, Mueller H (1952) Mechanism of methane fermentation. Ind Eng Chem 44(3):550–552

    Article  Google Scholar 

  34. Browne JD, Allen E, Murphy JD (2014) Assessing the variability in biomethane production from the organic fraction of municipal solid waste in batch and continuous operation. Appl Energy 128:307–314

    Article  Google Scholar 

  35. Wang M, Tang S, Tan Z (2011) Modeling in vitro gas production kinetics: derivation of logistic–exponential (LE) equations and comparison of models. Anim Feed Sci Technol 165(3):137–150

    Article  Google Scholar 

  36. Lima DRS, Adarme OFH, Baêta BEL, Gurgel LVA, de Aquino SF (2018) Influence of different thermal pretreatments and inoculum selection on the biomethanation of sugarcane bagasse by solid-state anaerobic digestion: a kinetic analysis. Ind Crop Prod 111:684–693. https://doi.org/10.1016/j.indcrop.2017.11.048

    Article  Google Scholar 

  37. Motulsky H, Christopoulos A (2004) Fitting models to biological data using linear and nonlinear regression: a practical guide to curve fitting. Oxford University Press

  38. Duan N, Zhang D, Lin C, Zhang Y, Zhao L, Liu H, Liu Z (2019) Effect of organic loading rate on anaerobic digestion of pig manure: methane production, mass flow, reactor scale and heating scenarios. J Environ Manag 231:646–652. https://doi.org/10.1016/j.jenvman.2018.10.062

    Article  Google Scholar 

  39. Chae KJ, Jang A, Yim SK, Kim IS (2008) The effects of digestion temperature and temperature shock on the biogas yields from the mesophilic anaerobic digestion of swine manure. Bioresour Technol 99(1):1–6. https://doi.org/10.1016/j.biortech.2006.11.063

    Article  Google Scholar 

  40. Wang C, Hong F, Lu Y, Li X, Liu H (2017) Improved biogas production and biodegradation of oilseed rape straw by using kitchen waste and duck droppings as co-substrates in two-phase anaerobic digestion. PLoS One 12(8):e0182361

    Article  Google Scholar 

  41. Sapci Z (2013) The effect of microwave pretreatment on biogas production from agricultural straws. Bioresour Technol 128:487–494

    Article  Google Scholar 

  42. Wang X, Yang G, Feng Y, Ren G, Han X (2012) Optimizing feeding composition and carbon–nitrogen ratios for improved methane yield during anaerobic co-digestion of dairy, chicken manure and wheat straw. Bioresour Technol 120:78–83. https://doi.org/10.1016/j.biortech.2012.06.058

    Article  Google Scholar 

  43. Bah H, Zhang W, Wu S, Qi D, Kizito S, Dong R (2014) Evaluation of batch anaerobic co-digestion of palm pressed fiber and cattle manure under mesophilic conditions. Waste Manag 34(11):1984–1991. https://doi.org/10.1016/j.wasman.2014.07.015

    Article  Google Scholar 

  44. Park S, Li Y (2012) Evaluation of methane production and macronutrient degradation in the anaerobic co-digestion of algae biomass residue and lipid waste. Bioresour Technol 111:42–48

    Article  Google Scholar 

  45. Pöschl M, Ward S, Owende P (2010) Evaluation of energy efficiency of various biogas production and utilization pathways. Appl Energy 87(11):3305–3321

    Article  Google Scholar 

  46. Lo H, Kurniawan T, Sillanpää M, Pai T, Chiang C, Chao K, Liu M, Chuang S, Banks C, Wang S (2010) Modeling biogas production from organic fraction of MSW co-digested with MSWI ashes in anaerobic bioreactors. Bioresour Technol 101(16):6329–6335

    Article  Google Scholar 

  47. Vavilin VA, Fernandez B, Palatsi J, Flotats X (2008) Hydrolysis kinetics in anaerobic degradation of particulate organic material: an overview. Waste Manag 28(6):939–951. https://doi.org/10.1016/j.wasman.2007.03.028

    Article  Google Scholar 

  48. Neumann P, Torres A, Fermoso FG, Borja R, Jeison D (2015) Anaerobic co-digestion of lipid-spent microalgae with waste activated sludge and glycerol in batch mode. Int Biodeterior Biodegradation 100:85–88. https://doi.org/10.1016/j.ibiod.2015.01.020

    Article  Google Scholar 

  49. Nguyen DD, Jeon B-H, Jeung JH, Rene ER, Banu JR, Ravindran B, Vu CM, Ngo HH, Guo W, Chang SW (2019) Thermophilic anaerobic digestion of model organic wastes: evaluation of biomethane production and multiple kinetic models analysis. Bioresour Technol 280:269–276

    Article  Google Scholar 

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Acknowledgments

We thank the Analytical and Testing Center of Huazhong University of Science and Technology (HUST), Wuhan, P.R. China for carrying out the analyses of biomass samples.

Funding

The authors would like to acknowledge the financial supports of the National Natural Science Foundation of China (No. 21676112) and Iraqi Ministry of Higher Education and Scientific Research, Mustansiryiah University. Fundamental Research Funds for the Central Universities (2017KFKJFP002) and SRF for ROCS, SEM, China.

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Correspondence to Zhiquan Hu.

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Abudi, Z.N., Hu, Z. & Abood, A.R. Anaerobic co-digestion of mango leaves and pig manure: performance assessment and kinetic analysis. Biomass Conv. Bioref. 12, 275–285 (2022). https://doi.org/10.1007/s13399-020-00665-6

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  • DOI: https://doi.org/10.1007/s13399-020-00665-6

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