3D printed optimized electrodes for electrochemical flow reactors
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.
Authors
- Swetha Chandrasekaran
- Buddhinie Srimali Jayathilake (ORCID: https://orcid.org/0000-0001-6002-6534)
- Sarah E. Baker (ORCID: https://orcid.org/0000-0003-4695-3918)
- Jonathan J. Wong (ORCID: https://orcid.org/0000-0002-6656-5421)
- Eric B. Duoss (ORCID: https://orcid.org/0000-0002-5473-2528)
- Jonathan T. Davis (ORCID: https://orcid.org/0000-0001-8573-9354)
- Tiras Y. Lin (ORCID: https://orcid.org/0000-0002-3377-9933)
- Joshua R. Deotte
- Marcus Andre Worsley (ORCID: https://orcid.org/0000-0002-8012-7727)
- V. A. Beck (ORCID: https://orcid.org/0000-0002-0625-9545)
Institutions
- Lawrence Livermore National Laboratory (US)
- Lawrence Livermore National Security (US)
Publication Details
- Journal
- Scientific Reports
- Published
- 2024-09-30
- DOI
- https://doi.org/10.1038/s41598-024-71765-w
- Citations
- 25
- Primary Topic
- Advanced battery technologies research
- Type
- article
- Field-Weighted Citation Impact
- 5.22
Funders
- U.S. Department of Energy
- Total
- Laboratory Directed Research and Development
- Lawrence Livermore National Laboratory