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Characterization of Refuse Derived Fuel Using Thermogravimetric Analysis and Chemometric Techniques

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Abstract

An approach for characterization of refuse derived fuel (RDF) using thermogravimetry and chemometric techniques was developed. For this purpose, a series of samples coming from lignocellulosic products (wood, cardboard, paper, newspaper) and plastics (polyethyleneterephthalate, high density polyethylene, polypropylene, polypropylene, nylon and polyvinylchloride), as well as their mixtures, were investigated by means of thermogravimetry (TG) in a temperature range between 25 and 800°C. The datapoints of TG diagrams (weight loss) were then subjected to principal component analysis in order to unravel similarities/ dissimilarities of the investigated samples. A classification was obtained according to their woody/petroleum derived origination. This classification was more evident if partial least square discriminant analysis was employed. Finally, a partial least square analysis was carried out for the determination of lignocellulosic content in the sample. The model was validated by application to samples with known mass fraction of lignocellulosic products. Finally, the model was applied to two RDF samples using fractions of their particle sizes from 1 mm to less than 0.032 mm, and the results were compared with their ultimate and proximate analysis.

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References

  1. Lombardi, L., Carnaevale, E., and Corti, A., Waste Manage., 2015, no. 37, p.26.

    Article  Google Scholar 

  2. Elwan, A., Arief, Y.Z., Muhamad, N.A., Bashir, N., and Adzis, Z., ARPN J. Eng. Appl. Sci., 2014, vol. 9, no. 8, p. 1297.

    Google Scholar 

  3. Rada, E.C. and Ragazzi, M., Waste Manage., 2014, vol. 34, p.291.

    Article  Google Scholar 

  4. Torretta, V., Ionescu, G., Raboni, M., and Merler, G., WIT Trans. Ecol. Environ., 2014, vol. 180, p.151.

    Article  CAS  Google Scholar 

  5. Montane, D., Abello, S., Farriol, X., and Berrueco, C., Fuel Process. Technol., 2013, vol. 113, p.90.

    Article  CAS  Google Scholar 

  6. Tunesi, S., Waste Manage., 2011, vol. 31, no. 3, p.561.

    Article  Google Scholar 

  7. Alter, H., Resour. Conserv., 1987, vol. 15, p.251.

    Article  CAS  Google Scholar 

  8. Cimpan, C. and Wenzel, H., Waste Manage., 2013, vol. 33, p. 1648.

    Article  Google Scholar 

  9. Reza, B., Soltani, A., Ruparathna, R., Sadiq, R., and Hewage, K., Resour., Conserv. Recycl., 2013, vol. 81, p.105.

    Article  Google Scholar 

  10. Sorum, L., Gronli, M.G., and Hustad, J.E., Fuel, 2001, vol. 80, p. 1217.

    Article  CAS  Google Scholar 

  11. Grammelis, P., Basinas, P., Malliopoulou, A., and Sakellaropoulos, G., Fuel, 2009, vol. 88, p.195.

    Article  CAS  Google Scholar 

  12. Agrawal, R.K., Waste Manage. Res., 1988, vol. 6, p.271.

    Article  CAS  Google Scholar 

  13. Argawal, R.K., Compositional Analysis of Solid Waste and Refuse Derived Fuels by Thermogravimetry. Compositional Analysis by Thermogravimetry, Philadelphia: ASTM, 1988.

    Google Scholar 

  14. Alias, A.B., Rashid, Z.A., Rahman, N.A., and Ghani, W.A.W.A.K., Int. J. Environ. Waste Manage., 2012, vol. 10, no. 4, p.354.

    Article  CAS  Google Scholar 

  15. Butterman, H.C., Castaldi, M.J., Gelix, F., Borrut, D., Nicol, F., and Lefebvre, B., Waste Biomass Valorization, 2014, vol. 5, no. 4, p.607.

    Article  CAS  Google Scholar 

  16. Li, Y., Wang, H., Li, R., and Chi, Y., Biofuels, 2015, vol. 6, nos. 3-4, p.217.

    Article  CAS  Google Scholar 

  17. Silva, R.B., Martins-Dias, S., Arnal, C., Alzueta, M.U., and Costa, M., Energy Fuels, 2015, vol. 29, no. 3, p. 1997.

    Article  CAS  Google Scholar 

  18. Elder, J.P., Fuel, 1983, vol. 62, p.580.

    Article  CAS  Google Scholar 

  19. Robinson, T., Bronson, B., Gogolek, P., and Mehrani, P., Waste Manage., 2016, vol. 48, p.265.

    Article  CAS  Google Scholar 

  20. Christie, O.H.J., Chemom. Intell. Lab. Syst., 1995, vol. 25, p.177.

    Article  Google Scholar 

  21. EN 15442: 2011: Solid Recovered Fuels. Methods for Sampling, British Standards Institution, 2011.

  22. Heikkinen, J.M., Hordijk, J.C., de Jong, W., and Spliethoff, H., J. Anal. Appl. Pyrolysis, 2004, vol. 71, p.883.

    Article  CAS  Google Scholar 

  23. Raveendran, K., Ganesh, A., and Khilar, K.C., Fuel, 1996, vol. 75, p.987.

    Article  CAS  Google Scholar 

  24. Wu, C.H., Chang, C.Y., Hor, J.L., Shih, S.M., Chen, L.W., and Chang, F.W., Waste Manage., 1993, vol. 13, p.221.

    Article  CAS  Google Scholar 

  25. Garcia, A., Marcilla, A., and Font, R., Thermochim. Acta, 1995, vol. 254, p.277.

    Article  CAS  Google Scholar 

  26. Younan, Y., van Goethem, M.W.M., and Stefanidis, F.D., Comput. Chem. Eng., 2016, vol. 86, p.148.

    Article  CAS  Google Scholar 

  27. Schnoller, J., Aschenbrenner, P., Hahn, M., and Fellner, J., Waste Manage. Res., 2014, vol. 32, no. 10, p. 1024.

    Article  Google Scholar 

  28. Schnoller, J., Aschenbrenner, P., Hahn, M., Fellner, J., and Rechberger, H., Waste Manage., 2014, vol. 34, p. 2171.

    Article  Google Scholar 

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Correspondence to Panagiotis Danias.

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Danias, P., Liodakis, S. Characterization of Refuse Derived Fuel Using Thermogravimetric Analysis and Chemometric Techniques. J Anal Chem 73, 351–357 (2018). https://doi.org/10.1134/S106193481804010X

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  • DOI: https://doi.org/10.1134/S106193481804010X

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