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.

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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

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article

Capacity–Retention Balance Determines Single-Crystal Payoff in Ni-Rich Cathodes

Zenghua Tian, Huazhang Zhou, Xudong Li, Yongming Zhu et al.
ACS Applied Energy Materials
Advancements in Battery Materials
article

Capacity–Retention Balance Determines Single-Crystal Payoff in Ni-Rich Cathodes

Zenghua Tian, Huazhang Zhou, Xudong Li, Yongming Zhu, Mingle Chu, Sainan Yao
article en

Abstract

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.

ACS Applied Energy Materials
Harbin Institute of Technology (CN)
National Natural Science Foundation of China, Natural Science Foundation of Shandong Province
Openalex Percentile: Top 24%
Advancements in Battery Materials
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