Literature DB >> 23402771

Modeling for proximate analysis and heating value of torrefied biomass with vibration spectroscopy.

Brian K Via1, Sushil Adhikari, Steve Taylor.   

Abstract

The goal of this study was to characterize the changes in biomass with torrefaction for near infrared reflectance (NIR) and attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy for sweetgum, loblolly pine, and switchgrass. Calibration models were built for the prediction of proximate analysis after torrefaction. Two dimensional (2D) correlation spectroscopy between NIR and FTIR was found to precisely explain the depolymerization at key functional groups located within hemicellulose, cellulose, and lignin. This novel 2D technique also demonstrated the possibility of assigning key NIR wavenumbers based on mid IR spectra. Hemicellulose based wavenumbers were found to be most sensitive to torrefaction severity with complete degradation at 250-275°C. Lignin associated wavenumbers exhibited the least degradation to severity but was still detected with 2D correlation spectroscopy. Finally, calibration models for proximate analysis were performed and while both systems could be used for rapid monitoring, NIR performed better than FTIR.
Copyright © 2013 Elsevier Ltd. All rights reserved.

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Year:  2013        PMID: 23402771     DOI: 10.1016/j.biortech.2013.01.108

Source DB:  PubMed          Journal:  Bioresour Technol        ISSN: 0960-8524            Impact factor:   9.642


  4 in total

Review 1.  NIR and Py-mbms coupled with multivariate data analysis as a high-throughput biomass characterization technique: a review.

Authors:  Li Xiao; Hui Wei; Michael E Himmel; Hasan Jameel; Stephen S Kelley
Journal:  Front Plant Sci       Date:  2014-08-07       Impact factor: 5.753

2.  Near infrared spectroscopy calibration for wood chemistry: which chemometric technique is best for prediction and interpretation?

Authors:  Brian K Via; Chengfeng Zhou; Gifty Acquah; Wei Jiang; Lori Eckhardt
Journal:  Sensors (Basel)       Date:  2014-07-25       Impact factor: 3.576

3.  Rapid Quantitative Analysis of Forest Biomass Using Fourier Transform Infrared Spectroscopy and Partial Least Squares Regression.

Authors:  Gifty E Acquah; Brian K Via; Oladiran O Fasina; Lori G Eckhardt
Journal:  J Anal Methods Chem       Date:  2016-11-24       Impact factor: 2.193

4.  Identifying Plant Part Composition of Forest Logging Residue Using Infrared Spectral Data and Linear Discriminant Analysis.

Authors:  Gifty E Acquah; Brian K Via; Nedret Billor; Oladiran O Fasina; Lori G Eckhardt
Journal:  Sensors (Basel)       Date:  2016-08-27       Impact factor: 3.576

  4 in total

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