Intelligent chemical synthesis based on microchemical engineering technology
Review|Updated:2026-03-26
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Intelligent chemical synthesis based on microchemical engineering technology
Intelligent chemical synthesis based on microchemical engineering technology
中国化学工程学报(英文版)2025年84卷第8期 页码:274-288
Affiliations:
1. State Key Laboratory of Chemical Engineering and Low-Carbon Technology, Department of Chemical Engineering, Tsinghua University,Beijing,China,100084
2. College of Chemistry and Chemical Engineering, Xiamen University,Xiamen,China,361005
3. North China Pharmaceutical Hebei Huamin Pharmaceutical Co., Ltd,Shijiazhuang,China,052165
Yongqi Pan, Yazi Yu, Lijie Wang, 等. Intelligent chemical synthesis based on microchemical engineering technology[J]. 中国化学工程学报(英文版), 2025,84(8):274-288.
Yongqi Pan, Yazi Yu, Lijie Wang, Guogang Hu, Yujun Wang, Guangsheng Luo. Intelligent chemical synthesis based on microchemical engineering technology[J]. Chinese Journal of Chemical Engineering, 2025, 84(8): 274-288.
Yongqi Pan, Yazi Yu, Lijie Wang, 等. Intelligent chemical synthesis based on microchemical engineering technology[J]. 中国化学工程学报(英文版), 2025,84(8):274-288.DOI: 10.1016/j.cjche.2025.05.010.
Yongqi Pan, Yazi Yu, Lijie Wang, Guogang Hu, Yujun Wang, Guangsheng Luo. Intelligent chemical synthesis based on microchemical engineering technology[J]. Chinese Journal of Chemical Engineering, 2025, 84(8): 274-288.DOI: 10.1016/j.cjche.2025.05.010.
Intelligent chemical synthesis based on microchemical engineering technology
Chemical synthesis is essential in industries such as petrochemicals
fine chemicals
and pharmaceuticals
driving economic and social development. The increasing demand for new molecules and materials calls for novel chemical reactions; however
manual experimental screening is time-consuming. Artificial intelligence (AI) offers a promising solution by leveraging large-scale experimental data to model chemical reactions
although challenges such as the lack of standardization and predictability in chemical synthesis hinder AI applications. Additionally
the multi-scale nature of chemical reactions
along with complex multiphase processes
further complicates the task. Recent advances in microchemical systems
particularly continuous flow methods using microreactors
provide precise control over reaction conditions
enhancing reproducibility and enabling high-throughput experimentation. These systems minimize transport-related inconsistencies and facilitate scalable industrial applications. This review systematically explores recent developments in intelligent synthesis based on microchemical systems
focusing on reaction system design
synthesis robots
closed-loop optimization
and high-throughput experimentation
while identifying key areas for future research.
关键词
Keywords
references
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Reaction kinetics determination based on microfluidic technology
Optimization of chemical looping hydrogen generation process via Aspen Plus—Machine learning integration
Research on the prediction model of effective thermal conductivity of marine natural gas hydrate reservoirs based on machine learning
Dew-point corrosion process in the atmospheric tower: Integration of electrochemical analysis and interpretable machine learning
Formation and regulation of non-Newtonian droplets in T-junction microchannels: Effect of contact angle
相关作者
Zifei Yan
Jiaxin Tian
Chencan Du
Jian Deng
Guangsheng Luo
Li Xinyu
Song Yiwen
Teng Shenglong
相关机构
The State Key Lab of Chemical Engineering, Department of Chemical Engineering, Tsinghua University
Key Laboratory of Energy Thermal Conversion and Control of Ministry of Education, School of Energy and Environment, Southeast University
State Key Laboratory of Low-carbon Smart Coal-fired Power Generation and Ultra-clean Emission, China Energy Science and Technology Research Institute Co.,Ltd.
State Key Laboratory of Offshore Natural Gas Hydrates
Guangzhou Institute of Energy Conversion, Chinese Academy of Sciences