Further research will try to explain the experimentally observed redshift of the asphaltene solution more comprehensively by simulating the overall fluorescence spectrum of the asphaltene mixture solution before and after aggregation when considering the solvent effect and the nanoaggregate concentration. In addition, it is also valuable to use more efficient methods, such as machine learning to predict the fluorescence energy of PAH aggregates.