New algorithm to predict potential biomethane yield

As it was commented above biomethane yield in terms of total slurry mass (BMPTM) significantly correlated with DM concentrations. We tested the possibility of predicting BMPTM using the concentration of DM, VS and the concentration of lignin and VFA, which were a significant variable for BMP. The results of the regression tests are shown in Table 5, where quite high correlations were found for all the models. However, critical relative errors using DM as an independent variable were found, that is, 62.1 %, which seems to be because the wide range of DM improved the correlation level. Hence, when assessing BMPTM, only TS can be used when further characterisation is not possible. Apart from DM, relative errors were much lower when using VS and VS together with lignin and VFA, indicating a good potential of applying the model for prediction.

Variable

R2

P

RRMSE (%)

Equation

DM ( g kg -1)

0.896

<0.001

62.1

BMPtm = -0.934+0.201*DM

VS (g kg-1)

0.952

<0.001

19.8

BMPtm = 0.610+0.229*VS

VS ( g kg -1) Hgnm (% of VS ) and VFA (% of VS)

0.970

<0.001

15.6

BMPtm = 4.654+ 0.230*VS +0.009*VFA -0.360*lignin

Table 5. Summary statistics results, algorithm obtained for BMPtm.

5. Conclusion

The study highlights the critical quality of VS in cow manure and the critical quantity of VS in pig slurry which results in low viability of biogas production using animal slurry. The very high concentration of lignin in cattle and dairy cow manure indicates that there is a need of pretreatment either to reduce the influence of lignin by releasing lignocellosic bindings, or by depolymerizing lignin polymer. Whereas low digestibility of cow manure is problematic due to high concentration of lignin, lignin concentration of pig and mink slurry was relatively low. However despite of preferable digestibility of pig and mink slurry, the large amount of water and very low VS concentration in them indicates that there is a need of a qualified control of water content during management. Our study shows that control of DM concentration is more crucial than control of BD of substrate to enhance methane yield. Hence, the study highlights the importance of a qualified control of water content in feedstock by co-digesting solid organic substrates that can enrich VS concentrations prior to improvement of substrate digestibility by pretreatment.

Author details

Jin M. Triolo[2], Lene Pedersen and Sven G. Sommer

University of Southern Denmark, Faculty of Engineering, Institute of Chemical Engineering,

Biotechnology and Environmental Technology, Odense M, Denmark

Alastair J. Ward

Aarhus University, Dept. of Biosystems Engineering, AU Foulum, Tjele, Denmark