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Prediction of biochemical methane potential of urban organic waste using Fourier transform mid-infrared photoacoustic spectroscopy and multivariate analysis

机译:使用傅里叶变换中红外光声光谱和多变量分析预测城市有机废弃物的生化甲烷电位

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摘要

Biochemical methane potential (BMP) assays are widely used to assess feedsocks in Oder to control the process of biogas production. However, the continuous evaluation of feedstocks using a BMP assay is expensive, time-consuming and challenging. In this study, Fourier transform mid-infrared photoacoustic spectroscopy (FTIR-PAS) was used to predict the BMP values of 87 urban organic waste (UOW) samples derived from different sources in Denmark. The developed model of BMP prediction showed a coefficient of determination (R~2) of 0.86 and a root mean square error (RMSE) of 59.3 mL CH_4/g VS in prediction. The interpretation of the regression coefficients used in the calibration showed a positive correlation with BMP for relatively easily degradable compounds, such as aliphatics, most likely lipids and amides most likely in proteins, while a negative correlation was found with lignin and hemicellulose.
机译:生物化学甲烷电位(BMP)测定广泛用于评估臭臭的饲料以控制沼气生产过程。 然而,使用BMP测定的原料的连续评估昂贵,耗时和挑战性昂贵。 在该研究中,傅里叶变换中红外光声光谱(FTIR-PAS)用于预测来自丹麦不同来源的87个城市有机废物(UOW)样本的BMP值。 BMP预测的开发模型显示了0.86的测定系数(R〜2)和预测中的59.3ml CH_4 / g Vs的根均方误差(RMSE)。 在校准中使用的回归系数的解释显示出与BMP进行阳性相关性,用于相对容易降解的化合物,例如脂肪族,最有可能在蛋白质中的脂质和酰胺,而木质素和半纤维素发现负相关性。

著录项

  • 来源
    《Science of the total environment》 |2021年第10期|147959.1-147959.6|共6页
  • 作者单位

    Department of Plant and Environmental Sciences University of Copenhagen Thorvaldsensvej 40 1871 Frederiksberg Denmark;

    Department of crop science Agricultural University of Athens lera Odos 75 11855 Athens Greece;

    Department of Environmental Engineering Technical University of Denmark Bygningstorvet Building 115 DK-2800 Kongens Lyngby Denmark;

    Department of Environmental Engineering Technical University of Denmark Bygningstorvet Building 115 DK-2800 Kongens Lyngby Denmark;

    Department of Plant and Environmental Sciences University of Copenhagen Thorvaldsensvej 40 1871 Frederiksberg Denmark;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Anaerobic digestion; Biochemical methane potential (BMP); FTIR-PAS; Urban organic waste; PLSR modeling;

    机译:厌氧消化;生物化学甲烷电位(BMP);FTIR-PA;城市有机废物;PLSR建模;

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