Literature DB >> 33872975

Fast at-line characterization of solid organic waste: Comparing analytical performance of different compact near infrared spectroscopic systems with different measurement configurations.

Alexandre Mallet1, Margaud Pérémé2, Lorraine Awhangbo2, Cyrille Charnier3, Jean-Michel Roger4, Jean-Philippe Steyer5, Éric Latrille2, Ryad Bendoula6.   

Abstract

Fast characterization of solid organic waste using near infrared spectroscopy has been successfully developed in the last decade. However, its adoption in biogas plants for monitoring the feeding substrates remains limited due to the lack of applicability and high costs. Recent evolutions in the technology have given rise to both more compact and more modular low-cost near infrared systems which could allow a larger scale deployment. The current study investigates the relevance of these new systems by evaluating four different Fourier transform near-infrared spectroscopic systems with different compactness (laboratory, portable, micro spectrometer) but also different measurement configurations (polarized light, at distance, in contact). Though the conventional laboratory spectrometer showed the best performance on the various biochemical parameters tested (carbohydrates, lipids, nitrogen, chemical oxygen demand, biochemical methane potential), the compact systems provided very close results. Prediction of the biochemical methane potential was possible using a low-cost micro spectrometer with an independent validation set error of only 91 NmL(CH4).gTS-1 compared to 60 NmL(CH4).gTS-1 for a laboratory spectrometer. The differences in performance were shown to result mainly from poorer spectral sampling; and not from instrument characteristics such as spectral resolution. Regarding the measurement configurations, none of the evaluated systems allowed a significant gain in robustness. In particular, the polarized light system provided better results when using its multi-scattered signal which brings further evidence of the importance of physical light-scattering properties in the success of models built on solid organic waste.
Copyright © 2021 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Anaerobic digestion; Biochemical methane potential; Compact systems; Measurement modes; Near infrared spectroscopy; Process monitoring

Year:  2021        PMID: 33872975     DOI: 10.1016/j.wasman.2021.03.045

Source DB:  PubMed          Journal:  Waste Manag        ISSN: 0956-053X            Impact factor:   7.145


  1 in total

1.  On-site substrate characterization in the anaerobic digestion context: A dataset of near infrared spectra acquired with four different optical systems on freeze-dried and ground organic waste.

Authors:  Margaud Pérémé; Alexandre Mallet; Lorraine Awhangbo; Cyrille Charnier; Jean-Michel Roger; Jean-Philippe Steyer; Éric Latrille; Ryad Bendoula
Journal:  Data Brief       Date:  2021-05-11
  1 in total

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