{"title":"Mixing temperature optimization and modification mechanism of medical masks modified asphalt: Insights from computational chemistry","authors":"Heyang Ding, Hongren Gong, Lin Cong","doi":"10.1016/j.ijtst.2024.01.007","DOIUrl":null,"url":null,"abstract":"<div><div>Masks modified asphalt (MMA) provides a potential solution to pollution from discarded medical masks. Mixing temperature significantly affects storage stability and rheological performance of MMA. Traditional selection method overly relies on trial-and-error experiment, neglecting the convenience offered by computational chemistry. Furthermore, previous literature lacks precise elucidation of MMA’s physical modification mechanism, especially concerning the binding mode and energy composition. To address these issues, the optimal mixing temperature for MMA was recommended based on molecular dynamics (MD). The rationality of recommended temperature was validated through laboratory tests, simultaneously investigating the impact of heating time. Fluorescence microscopy and multi-band spectroscopy were employed to acquire the microstructure. Binding modes in MMA were determined using binding sites exploration, evaluating the energy composition of each binding mode through quantum chemistry (QC). The interaction mechanism was explained based on surface properties of isolated molecules. Results indicated that 170 ℃ was the recommended optimal mixing temperature derived from mixing free energy and Flory-Huggins interaction parameter. The fluctuations in softening point difference (Δ<em>T</em><sub>R&B</sub>) and separation ratio (<em>R</em><sub>S</sub>) concurrently tended towards stability, thereby validating the reliability of recommended temperature. Moreover, even after 72 h heating, MMA prepared at recommended temperature remained within a reasonable range concerning Δ<em>T</em><sub>R&B</sub>, <em>R</em><sub>S</sub>, and microscopic structure. Perpendicular, parallel, toroidal, and spherical modes emerged in MMA. Perpendicular and parallel modes exhibited the highest binding energy, while circular mode demonstrated the lowest. Binding energy is primarily governed by van der Waals interaction, attributed to the dominance of dispersion term on MMA’s molecular surface. Besides, due to the presence of polycyclic aromatic hydrocarbons in asphalt molecules, electrostatic interaction contributed to specific molecular bindings.</div></div>","PeriodicalId":52282,"journal":{"name":"International Journal of Transportation Science and Technology","volume":"16 ","pages":"Pages 177-193"},"PeriodicalIF":4.3000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Transportation Science and Technology","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2046043024000078","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"TRANSPORTATION","Score":null,"Total":0}
引用次数: 0
Abstract
Masks modified asphalt (MMA) provides a potential solution to pollution from discarded medical masks. Mixing temperature significantly affects storage stability and rheological performance of MMA. Traditional selection method overly relies on trial-and-error experiment, neglecting the convenience offered by computational chemistry. Furthermore, previous literature lacks precise elucidation of MMA’s physical modification mechanism, especially concerning the binding mode and energy composition. To address these issues, the optimal mixing temperature for MMA was recommended based on molecular dynamics (MD). The rationality of recommended temperature was validated through laboratory tests, simultaneously investigating the impact of heating time. Fluorescence microscopy and multi-band spectroscopy were employed to acquire the microstructure. Binding modes in MMA were determined using binding sites exploration, evaluating the energy composition of each binding mode through quantum chemistry (QC). The interaction mechanism was explained based on surface properties of isolated molecules. Results indicated that 170 ℃ was the recommended optimal mixing temperature derived from mixing free energy and Flory-Huggins interaction parameter. The fluctuations in softening point difference (ΔTR&B) and separation ratio (RS) concurrently tended towards stability, thereby validating the reliability of recommended temperature. Moreover, even after 72 h heating, MMA prepared at recommended temperature remained within a reasonable range concerning ΔTR&B, RS, and microscopic structure. Perpendicular, parallel, toroidal, and spherical modes emerged in MMA. Perpendicular and parallel modes exhibited the highest binding energy, while circular mode demonstrated the lowest. Binding energy is primarily governed by van der Waals interaction, attributed to the dominance of dispersion term on MMA’s molecular surface. Besides, due to the presence of polycyclic aromatic hydrocarbons in asphalt molecules, electrostatic interaction contributed to specific molecular bindings.