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

  • 【作者】Chen, Chao, Liang, Rui, Ge, Yadong, Li, Jian, Yan, Beibei, Cheng, Zhanjun, Tao, Junyu, Wang, Zhenyu, Li, Meng, Chen, Guanyi
  • 【作者单位】1School of Environmental Science and Engineering, Tianjin University, Tianjin; 300350, China;2School of Mechanical Engineering, Tianjin University of Commerce, Tianjin; 300134, China;3Tianjin Key Lab of Biomass Wastes Utilization/Tianjin Engineering Research Center of Bio Gas/Oil Technology, Tianjin; 300072, China;4School of Science, Tibet University, Lhasa; 850012, China
  • 【年份】2022
  • 【卷号】Vol.194
  • 【页码】220-231
  • 【ISSN】0960-1481
  • 【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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