Capacity–Retention Balance Determines Single-Crystal Payoff in Ni-Rich Cathodes
Abstract Single crystallization is widely pursued to mitigate structural degradation in Ni-rich layered cathodes, yet its practical value remains difficult to define because improved durability can be accompanied by kinetic limitations and an initial-capacity penalty. Here, we establish a literature-derived quantitative framework that converts this long-standing trade-off into a measurable payoff criterion. Directly comparable polycrystalline–single-crystal cathode pairs from 12 datasets and 42 test contexts were evaluated through logarithmic response ratios describing initial-capacity, retention, and end-of-test capacity effects. Single-crystal cathodes showed higher retention in 67% of comparisons but higher initial capacity in only 19%, while 64% ultimately achieved a higher end-of-test capacity. These results identify compensation between early capacity sacrifice and durability gain as the central determinant of single-crystal benefit. Cross-dataset analysis further shows that this payoff is condition-dependent. The resulting break-even framework shifts single crystallization from a qualitative stability preference to a quantitative materials selection principle and offers a broader strategy for evaluating energy-storage materials in which long-term durability is gained at the expense of initial performance.
Authors
- Zenghua Tian
- Huazhang Zhou (ORCID: https://orcid.org/0009-0001-6541-9772)
- Xudong Li (ORCID: https://orcid.org/0000-0001-7538-3091)
- Yongming Zhu (ORCID: https://orcid.org/0009-0007-7504-1738)
- Mingle Chu
- Sainan Yao
Institutions
- Harbin Institute of Technology (CN)
Publication Details
- Journal
- ACS Applied Energy Materials
- Published
- 2026-10-26
- DOI
- https://doi.org/10.1021/acsaem.6c03137
- Primary Topic
- Advancements in Battery Materials
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Shandong Province