TY - JOUR
T1 - Correlations to predict elemental compositions and heating value of torrefied biomass
AU - Hasan, Mahmudul
AU - Haseli, Yousef
AU - Karadogan, Ernur
N1 - Funding Information:
Funding: This research received no external funding. Nomenclature and Subscript Acknowledgments: The funding support of Central Michigan University is gratefully acknowledged. C Carbon content (%wt.) Conflicts of Interest: The authors declare no conflict of interest. HHV Higher heating value (MJ/kg)
Publisher Copyright:
© 2018 by the authors.
PY - 2018/9
Y1 - 2018/9
N2 - Measurements reported in the literature on ultimate analysis of various types of torrefied woody biomass, comprising 152 data points, have been compiled and empirical correlations are developed to predict the carbon content, hydrogen content, and heating value of a torrefied wood as a function of solid mass yield. The range of torrefaction temperature, residence time and solid yield of the collected data is 200-300°C, 5-60 min and 58-97%, respectively. Two correlations are proposed for carbon content with a coefficient of determination (R2) of 81.52% and 89.86%, two for hydrogen content with R2 of 79.01% and 88.45%, and one for higher heating value with R2 of 92.80%. The root mean square error (RMSE) values of the proposed correlations are 0.037, 0.028, 0.059, 0.043 and 0.023, respectively. The predictability of the proposed relations is examined with an additional set of experimental data and compared with the existing correlations in the literature. The new correlations can be used as a useful tool when designing torrefaction plants, furnaces, or gasifiers operating on torrefied wood.
AB - Measurements reported in the literature on ultimate analysis of various types of torrefied woody biomass, comprising 152 data points, have been compiled and empirical correlations are developed to predict the carbon content, hydrogen content, and heating value of a torrefied wood as a function of solid mass yield. The range of torrefaction temperature, residence time and solid yield of the collected data is 200-300°C, 5-60 min and 58-97%, respectively. Two correlations are proposed for carbon content with a coefficient of determination (R2) of 81.52% and 89.86%, two for hydrogen content with R2 of 79.01% and 88.45%, and one for higher heating value with R2 of 92.80%. The root mean square error (RMSE) values of the proposed correlations are 0.037, 0.028, 0.059, 0.043 and 0.023, respectively. The predictability of the proposed relations is examined with an additional set of experimental data and compared with the existing correlations in the literature. The new correlations can be used as a useful tool when designing torrefaction plants, furnaces, or gasifiers operating on torrefied wood.
KW - Correlation
KW - Heating value
KW - OLS
KW - Solid yield
KW - Torrefied biomass
KW - Ultimate analysis
UR - http://www.scopus.com/inward/record.url?scp=85054085295&partnerID=8YFLogxK
U2 - 10.3390/en11092443
DO - 10.3390/en11092443
M3 - Article
AN - SCOPUS:85054085295
SN - 1996-1073
VL - 11
JO - Energies
JF - Energies
IS - 9
M1 - 2443
ER -