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Assessment and classification of lignocellulosic biomass recalcitrance by principal components analysis based on thermogravimetry and infrared spectroscopy

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Abstract

Lignocellulosic biomass is a high potential feedstock to produce biofuels and value-added products contributing to sustainable bioeconomy. Nevertheless, biomass recalcitrance reduces the yield of processing routes, and therefore, characterization of structural and chemical factors contributing to this resistance must be carried out by robust but rapid and economical analytical techniques. In this work, the recalcitrance of eight lignocellulosic biomass samples: agave bagasse (AB), banana peel (BP), corn cob (CB), barley straw (BS), orange peel (OP), pineapple peel (PP), sugarcane bagasse (SB) and sawdust (SW), was performed infrared spectroscopy and thermogravimetric analysis. The classification of chemical and thermal behavior was based on principal components analysis (PCA) by similarity to four reference materials, cotton fiber (CF), lignin (LG), citrus pectin (CP) and potato starch (PS). The results indicate a clear trend of recalcitrance in four well-defined groups (GPI–GPIV): GPII or lignin-like biomasses (LG and AB) were assessed as the most recalcitrant biomass type (devolatilization temperature: ~ 150 °C, remaining weights > 30wt%), followed by GPI or cellulosic-like biomass (CF, SW and SB), which contain high amounts of cellulose that increase its recalcitrance to thermal degradation (devolatilization temperature: 200–380 °C, remaining weights < 20wt%). GPIII or pectin-like biomasses (CP, PP, OP, BP), known to be significant sources of pectin and hydrolyzable polysaccharides, were classified as intermediated recalcitrance biomasses (devolatilization temperature: 150–350 °C, remaining weights < 30%wt,), whereas GPIV or starchy-like biomasses (PS, BS and CB) were the least recalcitrant materials (devolatilization temperature: 250–350 °C, remaining weights < 30 wt%). This methodology could be applied to classify novel uncharacterized lignocellulosic biomasses irrespectively of their origin based on their similarity to reference materials and to preselect the processing route, to biofuels or biomaterials, in a fast and economical manner.

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Abbreviations

LCB:

Lignocellulosic biomass

TGA:

Thermogravimetric analysis

FTIR:

Fourier transform infrared

IR:

Infrared

TG:

Thermogram

DTG:

Differential thermogram

PCA:

Principal component analysis

PCI:

Principal component one

PCII:

Principal component two

PCIII:

Principal component three

GPI:

Group one

GPII:

Group two

GPIII:

Group three

GPIV:

Group four

AB:

Agave bagasse

BP:

Banana peel

BS:

Barley straw

CP:

Citrus pectin

CB:

Corncob

CF:

Cotton fiber

LG:

Lignin

OP:

Orange peel

PS:

Potato starch

PP:

Pineapple peel

SB:

Sugarcane bagasse

SW:

Sawdust

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Acknowledgements

The authors wish to thank all who assisted in conducting this work.

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Authors and Affiliations

  1. Centro Mexicano para la Producción más Limpia, Instituto Politécnico Nacional, Av. Acueducto s/n, Col. La Laguna Ticomán, 07340, Ciudad de México, México

    A. Ramírez-Estrada, V. Y. Mena-Cervantes, F. S. Mederos-Nieto, G. Pineda-Flores & R. Hernández-Altamirano

  2. Laboratorio Nacional de Desarrollo y Aseguramiento de la Calidad de Biocombustibles (LaNDACBio), Instituto Politécnico Nacional, 07340, Ciudad de México, México

    A. Ramírez-Estrada, V. Y. Mena-Cervantes, F. S. Mederos-Nieto, G. Pineda-Flores & R. Hernández-Altamirano

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  1. A. Ramírez-Estrada
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  2. V. Y. Mena-Cervantes
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Ramírez-Estrada, A., Mena-Cervantes, V.Y., Mederos-Nieto, F.S. et al. Assessment and classification of lignocellulosic biomass recalcitrance by principal components analysis based on thermogravimetry and infrared spectroscopy. Int. J. Environ. Sci. Technol. 19, 2529–2544 (2022). https://doi.org/10.1007/s13762-021-03309-y

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