The promotion of bio-oil (Bo) waste in road asphalt modification has significant potential for application and environmental benefits. The thermal storage stability, rheological properties, and nano-microstructural characteristics of the composite modified asphalt system were investigated. The Cole-Cole diagram effectively evaluated the compatibility of modified asphalt, demonstrating high sensitivity and accuracy. Significant interaction energy was observed between zinc oxide (ZnO) and asphaltene, with asphaltene primarily acting as an electron donor during its interaction with ZnO. The three organic small molecules in Bo primarily interacted with the polar molecules in asphalt through ester groups, exhibiting varied interaction effects with asphaltene. Bo influenced the colloidal structure of asphalt mainly through diffusion and molecular intercalation. When Bo constituted 4% of the composite modified asphalt system, the organic small molecules from Bo fully diffused within the asphalt matrix, inhibiting the stacking of aromatic rings in the asphaltene structure and enhancing the aromatic activity of asphaltene. Bo improved the compatibility between ZnO and asphalt primarily through dilution and balancing effects from the perspective of asphaltene components. The research results can promote the promotion and application of bio-oil waste in asphalt pavement engineering, which is an important measure to practice sustainable development.
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