天津大学化工学院,化学工程与低碳技术全国重点实验室,天津 300072
费怡然(2003—),女,硕士研究生,15503421518@163.com
马友光(1964—),男,教授,ygma@tju.edu.cn
收稿:2025-07-11,
修回:2025-09-17,
纸质出版:2026-01-25
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费怡然, 张宇琪, 朱春英, 付涛涛, 马友光. CO2吸收剂与AI辅助筛选研究进展[J]. 化工学报, 2026, 77(1): 34-52 DOI: 10.11949/0438-1157.20250762.
FEI Yiran, ZHANG Yuqi, ZHU Chunying, FU Taotao, MA Youguang. Research progresses of CO2 absorbents and AI-assisted screening[J]. CIESC Journal, 2026, 77(1): 34-52 DOI: 10.11949/0438-1157.20250762.
费怡然, 张宇琪, 朱春英, 付涛涛, 马友光. CO2吸收剂与AI辅助筛选研究进展[J]. 化工学报, 2026, 77(1): 34-52 DOI: 10.11949/0438-1157.20250762. DOI:
FEI Yiran, ZHANG Yuqi, ZHU Chunying, FU Taotao, MA Youguang. Research progresses of CO2 absorbents and AI-assisted screening[J]. CIESC Journal, 2026, 77(1): 34-52 DOI: 10.11949/0438-1157.20250762. DOI:
二氧化碳捕集是实现“双碳”目标的主要途径,化学吸收法是CO
2
捕集最有效和工业上最常用的方法,其中吸收剂是CO
2
高效捕集的关键。然而,传统吸收剂常常面临吸收效率低、再生能耗高和腐蚀性强等问题。综述了5类具有代表性的CO
2
吸收剂,包括无机碱溶液、胺类溶液、离子液体、深共熔溶剂和相变吸收剂,分析了不同吸收剂的性能特点、吸收机理及应用前景,同时探讨了传统实验筛选与人工智能(AI)辅助筛选方法在溶剂筛选中的应用,此外对CO
2
吸收剂的未来发展方向进行了展望。
Carbon dioxide capture is the primary approach to achieving the “dual carbon” goals. Chemical absorption is the most effective and industrially common method for CO
2
capture
and absorbents are crucial for efficient CO
2
capture. However
traditional absorbents often face problems such as low absorption efficiency
high regeneration energy consumption and strong corrosiveness. This paper reviews five types of representative CO
2
absorbents
including inorganic
alkali solutions
amines
ionic liquids
deep eutectic solvents
and phase change absorbents. Moreover
the performance characteristics
absorption mechanisms and application prospects of different absorbents are analyzed. Meanwhile
the applications of conventional experimental screening and artificial intelligence (AI)-assisted screening methods in solvent screening are discussed. In addition
the future development direction of CO
2
absorbents is prospected.
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