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Fast characterization of biomass pyrolysis oil via combination of ATR-FTIR and machine learning models

  • 【作者】Chao Chen,Rui Liang,Yadong Ge,Jian Li,Beibei Yan,Zhanjun Cheng,Junyu Tao,Zhenyu Wang,Meng Li,Guanyi Chen
  • 【作者单位】1 School of Environmental Science and Engineering, Tianjin University, Tianjin, 300350, China; 2 School of Mechanical Engineering, Tianjin University of Commerce, Tianjin, 300134, China; 3 Tianjin Key Lab of Biomass Wastes Utilization/Tianjin Engineering Research Center of Bio Gas/Oil Technology, Tianjin, 300072, China; 4 School of Science, Tibet University, Lhasa, 850012, China
  • 【年份】2022
  • 【卷号】Vol.194
  • 【页码】220-231
  • 【ISSN】0960-1481
  • 【关键词】Biomass Pyrolysis oil Fuel properties ATR-FTIR Machine learning 
  • 【摘要】 This study proposed a fast characterization method of bio-oil via the combination of attenuated total reflection flourier transformed infrared spectroscopy and machine learning models. The input to the model is high-dimensional infrared spectral dat...
  • 【文献类型】 期刊
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