Selection of optimal conversion path for willow biomass assisted by near infrared spectroscopy
Articolo
Data di Pubblicazione:
2017
Abstract:
Willow (Salix sp.) is one of the most common hardwood species suitable for
short-rotation coppice. It can be converted to different products, including
chemicals, fuels, fibers or furniture. It may also be used in agriculture and
environmental engineering. Molecular composition of biomass and its physical
properties highly influence effectiveness of its chemical, thermo-chemical or
mechanical-chemical conversion. Therefore, it is challenging to provide biomass
feedstock with optimized properties, best suited for further downstream
conversion. The goal of this research was to establish a procedure for determination
of the willow biomass optimal use cultivated in four different plantations
in Poland. A special attention has been paid to the application of the near
infrared spectroscopy for evaluation of biomass chemical composition and its
physical properties. Near infrared spectroscopy (NIR) could be an alternative
to standard analytical methods supporting the research and development of
biomass production technologies. Partial least squares regression models for
quantitative prediction of wood chemical components (lignin, cellulose, holocellulose,
hemicellulose and extractives) and high heating values were developed.
The residual prediction deviation (RPD) values confirm the applicability
of chemometric models for screening in breeding programmes (for lignin, cellulose
and extractives content) and for research in the case of high heating
value. The analysis of NIR spectra highlighted several peculiarities in the
chemical composition of the investigated willow clones. Finally, a knowledgebased
expert system and a prototype automatic NIR system allowing the computation
of a "suitability index" based on PLS models and dedicated to selection
of optimal biomass conversion path, was developed.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
Willows; NIR Spectroscopy; Optimal Conversion; Biomass Feedstock
Elenco autori:
Sandak, JAKUB MICHAL; Sandak, ANNA MALGORZATA
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