乙炔
Boosting(机器学习)
金属有机骨架
分离(统计)
材料科学
化学
有机化学
计算机科学
数学
统计
人工智能
吸附
作者
Shan‐Qing Yang,Bo Xing,Lulu Wang,Lei Zhou,Feiyang Zhang,Yilong Li,Tong‐Liang Hu
摘要
Porous solid adsorbents for C2H2/CO2 separation are generally confronted with poor stability, high cost, or high regeneration energy, which largely inhibit their industrial implementation. A desired adsorbent material for practical implementation should exhibit a good balance between low cost, high stability, scale-up production feasibility, and good separation performance. An effective strategy is herein explored based on reticular chemistry through embedding methyl groups in a prototype microporous metal-organic framework (MOF) featuring low cost and high stability to effectively separate an C2H2/CO2 mixture. The anchored methyl groups on the pore surfaces could strongly boost the C2H2 packing density and specifically enhance the C2H2/CO2 separation performance, as distinctly established by single-component gas sorption isotherms. The CAU-10-CH3 material exhibits an excellent C2H2 packing density of 486 g L-1 and high adsorption differences between C2H2 and CO2 uptake (147%), outperforming the prototype benchmark material CAU-10-H (392 g L-1 and 53%). The highly selective adsorption of C2H2 over CO2 was achieved by a lower C2H2 adsorption enthalpy (25.18 kJ mol-1) compared to that with unfunctionalized CAU-10-H. In addition, dynamic column breakthrough experiments further confirm CAU-10-CH3's efficient separation performance for the C2H2/CO2 mixture. CAU-10-CH3 accomplishes the benchmark balance between cost, stability, scale-up, and separation performance for C2H2/CO2 separation, establishing its promise for industrial implementation. This approach could further facilitate the development of advanced MOF adsorbents to address challenging separation processes. Thus, this study paves the route for the practical implementations of MOF materials in the gas adsorption and separation field.
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