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Fast characterization of biomass and waste by infrared spectra and machine learning models

  • 【作者】Junyu Tao,Rui Liang,Jian Li,Beibei Yan,Guanyi Chen,Zhanjun Cheng,Wanqing Li,Fawei Lin,Lian Hou
  • 【作者单位】a School of Environmental Science and Engineering, Tianjin University, Tianjin, 300350, China c Tianjin Key Lab of Biomass Wastes Utilization/Tianjin Engineering Research Center of Bio Gas/Oil Technology, Tianjin, 300072, China b School of Science, Tibet University, Lhasa, 850012, China
  • 【年份】2019
  • 【页码】121723
  • 【ISSN】0304-3894
  • 【关键词】biomass and waste elemental composition heating value infrared spectra machine learning 
  • 【摘要】 Heterogeneity is a most serious obstacle for treatment and utilization of biomass and waste . This paper proposed a fast characterization method based on infrared spectroscopy and machine learning models, thus to roughly predict the elemental composi...
  • 【文献类型】 期刊
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