Tieyi Li

Interpretable machine learning for prediction and regulation of bio-oil production, quality, and nitrogen content

Bio-oil derived from biomass pyrolysis is a promising renewable liquid fuel, however, its utilization is limited by unstable production, low heating value, high acidity, and the presence of nitrogen-containing compounds. In this study, an interpretable machine learning framework...