3D printed optimized electrodes for electrochemical flow reactors

被引:9
作者
Davis, Jonathan T. [1 ]
Jayathilake, Buddhinie S. [1 ]
Chandrasekaran, Swetha [1 ]
Wong, Jonathan J. [1 ]
Deotte, Joshua R. [1 ]
Baker, Sarah E. [1 ]
Beck, Victor A. [1 ]
Duoss, Eric B. [1 ]
Worsley, Marcus A. [1 ]
Lin, Tiras Y. [1 ]
机构
[1] Lawrence Livermore Natl Lab, Livermore, CA 94550 USA
关键词
Optimized electrodes; Inverse design; Electrochemical reactors; Flow batteries; 3D Printing; Porous electrodes; TOPOLOGY OPTIMIZATION; BATTERIES; ENERGY;
D O I
10.1038/s41598-024-71765-w
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Recent advances in 3D printing have enabled the manufacture of porous electrodes which cannot be machined using traditional methods. With micron-scale precision, the pore structure of an electrode can now be designed for optimal energy efficiency, and a 3D printed electrode is not limited to a single uniform porosity. As these electrodes scale in size, however, the total number of possible pore designs can be intractable; choosing an appropriate pore distribution manually can be a complex task. To address this challenge, we adopt an inverse design approach. Using physics-based models, the electrode structure is optimized to minimize power losses in a flow reactor. The computer-generated structure is then printed and benchmarked against homogeneous porosity electrodes. We show how an optimized electrode decreases the power requirements by 16% compared to the best-case homogeneous porosity. Future work could apply this approach to flow batteries, electrolyzers, and fuel cells to accelerate their design and implementation.
引用
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页数:12
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