期刊
FUEL
卷 348, 期 -, 页码 -出版社
ELSEVIER SCI LTD
DOI: 10.1016/j.fuel.2023.128638
关键词
Furniture waste board; Pyrolysis; Kinetics; TGA-FTIR; DAEM; ANN
The thermal conversion of waste furniture boards (WFB) was investigated using a coupled TG-FTIR system under inert atmosphere at different heating rates. Kinetic analysis revealed an average activation energy (Ea) of 175.91 (+/- 3.50), 171.41 (+/- 5.01), and 172.70 (+/- 5.06) kJ/mol, calculated using three model-free methods. Distribution of activation energy (DAEM) analysis indicated that the pyrolytic conversion of WFB is endothermic but favorable. A neural network model accurately predicted the thermal degradation, with a mean square error (MSE) of 0.3694 and adjusted R2 value of 0.9686. Pyrolysis of WFB produced molecules with -OH and -COOH functional groups, as well as small gas molecules such as CH4, CO2, and H2O.
The thermal conversion of waste furniture boards (WFB) was performed in a coupled TG-FTIR under an inert atmosphere at different heating rates (10, 20, and 40 degrees C/min). Kinetic analysis was performed on the obtained TG data using model-free methods. The average activation energy (Ea) calculated from three different model-free methods viz Friedman, KAS, and OFW was 175.91 (+/- 3.50), 171.41 (+/- 5.01), and 172.70 (+/- 5.06) kJ/mol, respectively. Distribution of activation energy (DAEM) was performed assuming multiple area normalized Gaussian distributions of pseudo-components. Thermodynamic parameters indicate that the conversion of WFB under pyrolytic conditions is endothermic, but favorable. Artificial neural network model was used to predict thermal degradation. Mean square error (MSE) of 0.3694 and adjusted R2 value of 0.9686 indicate the agreement of experimental and model prediction. WFB pyrolysis produced molecules with -OH and -COOH functional groups, and small gas molecules such as CH4, CO2, and H2O.
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