Boosting(机器学习)
燃烧
氧气
材料科学
固溶体
化学工程
废物管理
工艺工程
核工程
冶金
化学
计算机科学
工程类
物理化学
人工智能
有机化学
作者
Hao Zhou,Rufan Xu,Xu Hou,Chenggong Song,Huimin Qiao,Li Yin,Jing Huang,Tingting Cui,Enxian Yuan
标识
DOI:10.1016/j.cej.2024.150911
摘要
Novel-design catalyst is a promising candidate for the clean combustion of plastic wastes, alleviating the environmental and energy crisis. Herein, Ce-Zr catalysts with different oxygen vacancies were prepared by tailoring the Zr-content to optimize the catalytic performance in plastic wastes combustion. The detailed characterization results confirmed that Zr has been successfully incorporated into CeO2 lattice, which decreased the crystal size and increased the surface area. Moreover, the Zr-doping caused the lattice distortion, i.e., Ce-O around the doped Zr was elongated to compensate the shortness of Zr-O, which made it easy to break and generate oxygen vacancies. DFT calculation results revealed that Ce0.8Zr0.2O2 exhibited a lower energy of oxygen vacancies formation (2.22 eV) and O2 adsorption (-1.20 eV) than that of CeO2 (2.46 eV and −0.42 eV). It indicated that the Zr-doping improved the oxygen vacancies and O2 adsorption of Ce-Zr catalysts. Ce0.8Zr0.2O2 significantly improved plastic wastes combustion at 250 °C, and achieved a conversion of 14.3 %, 21.8 %, 100 %, 22.4 % and 13.7 % for high-density polyethylene, low-density polyethylene, polypropylene, polystyrene and real plastic wastes, which was 2–3 times that of the non-catalytic combustion. This has been attributed to the superiority of Ce0.8Zr0.2O2 in the crystal and texture structure as well as the oxygen vacancies and O2 adsorption, i.e., the improved external surface enhanced the contact with polymer molecules, and the improved oxygen vacancies as well as O2 adsorption provided more active oxygen.
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