Literature DB >> 24686376

Hydrothermal carbonization (HTC): near infrared spectroscopy and partial least-squares regression for determination of selective components in HTC solid and liquid products derived from maize silage.

M Toufiq Reza1, Wolfgang Becker2, Kerstin Sachsenheimer2, Jan Mumme3.   

Abstract

Near-infrared (NIR) spectroscopy was evaluated as a rapid method of predicting fiber components (hemicellulose, cellulose, lignin, and ash) and selective compounds of hydrochar and corresponding process liquor produced by hydrothermal carbonization (HTC) of maize silage. Several HTC reaction times and temperatures were applied and NIR spectra of both HTC solids and liquids were obtained and correlated with concentration determined from van-Soest fiber analysis, IC, and UHPLC. Partial least-squares regression was applied to calculate models for the prediction of selective substances. The model developed with the spectra had the best performance in 3-7 factors with a correlation coefficient, which varied between 0.9275-0.9880 and 0.9364-0.9957 for compounds in solid and liquid, respectively. Calculated root mean square errors of prediction (RMSEP) were 0.42-5.06mg/kg. The preliminary results indicate that NIR, a widely applied technique, might be applied to determine chemical compounds in HTC solid and liquid.
Copyright © 2014 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  HTC biochar; Hydrothermal carbonization; NIR spectroscopy; Partial least-squares regression; Principle component analysis

Mesh:

Substances:

Year:  2014        PMID: 24686376     DOI: 10.1016/j.biortech.2014.03.008

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


  4 in total

1.  Evaluation of integrated anaerobic digestion and hydrothermal carbonization for bioenergy production.

Authors:  M Toufiq Reza; Maja Werner; Marcel Pohl; Jan Mumme
Journal:  J Vis Exp       Date:  2014-06-15       Impact factor: 1.355

2.  Hyperspectral near infrared imaging quantifies the heterogeneity of carbon materials.

Authors:  Mikko Mäkelä; Paul Geladi
Journal:  Sci Rep       Date:  2018-07-11       Impact factor: 4.379

Review 3.  Process Waters from Hydrothermal Carbonization of Sludge: Characteristics and Possible Valorization Pathways.

Authors:  Michela Langone; Daniele Basso
Journal:  Int J Environ Res Public Health       Date:  2020-09-11       Impact factor: 3.390

4.  Hydrothermal Conversion of Spent Sugar Beets into High-Value Platform Molecules.

Authors:  Jens Pfersich; Pablo J Arauzo; Michela Lucian; Pierpaolo Modugno; Maria-Magdalena Titirici; Luca Fiori; Andrea Kruse
Journal:  Molecules       Date:  2020-08-27       Impact factor: 4.411

  4 in total

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