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

被引:9
|
作者
Mallet, Alexandre [1 ,2 ,3 ,4 ,5 ]
Pereme, Margaud [1 ,4 ]
Awhangbo, Lorraine [1 ,4 ]
Charnier, Cyrille [3 ]
Roger, Jean-Michel [2 ,4 ]
Steyer, Jean-Philippe [1 ]
Latrille, Eric [1 ,4 ]
Bendoula, Ryad [2 ]
机构
[1] Univ Montpellier, LBE, INRAE, 102 Av Etangs, F-11100 Narbonne, France
[2] Montpellier Univ, UMR ITAP, INRAE, Montpellier, France
[3] Bioentech, F-11100 Narbonne, France
[4] ChemHouse Res Grp, Montpellier, France
[5] INRAE LBE, 102 Ave Etangs, F-11100 Narbonne, France
关键词
Near infrared spectroscopy; Anaerobic digestion; Process monitoring; Biochemical methane potential; Compact systems; Measurement modes; REPRESENTATIVE LAYER THEORY; VOLATILE FATTY-ACIDS; REFLECTANCE SPECTROSCOPY; MULTIVARIATE CALIBRATION; BIOGAS PRODUCTION; CO-DIGESTION; NIRS; PREDICTION; MODELS; TRANSFORMATION;
D O I
10.1016/j.wasman.2021.03.045
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
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. (C) 2021 Elsevier Ltd. All rights reserved.
引用
收藏
页码:664 / 673
页数:10
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