Combination of an Integrated Machine Learning Model Framework and Infrared Spectroscopy Towards Fast and Interpretable Characterization of Biomass Pyrolysis Oil
【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】2024
【ISSN】1556-5068
【摘要】 Biomass pyrolysis oil is a promising bio-fuel with complex and unstable contents, making its fast characterization an essential demand in industrial production. This study proposed an integrated machine learning framework to predict elemental compos...
