A Case Study of an Energy Barrier in Li-Ion Battery Cathode Material Using DFT and Post-HF Approaches.

IF 5.7 1区 化学 Q2 CHEMISTRY, PHYSICAL Journal of Chemical Theory and Computation Pub Date : 2024-11-26 Epub Date: 2024-11-07 DOI:10.1021/acs.jctc.4c01020
Laura Bonometti, Denis Usvyat, Lorenzo Maschio
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Abstract

With the ever-increasing interest toward energy storage materials, an accurate understanding of the underlying physicochemical processes becomes mandatory for enabling accurate and predictive simulations. In this study, we apply multilevel quantum chemical calculations on a benchmark material commonly adopted as a cathode in Lithium batteries, Li0.5Co0.5+3Ni0.5+4O2. We estimate the Lithium hopping barrier, a key quantity for the estimate of Li diffusion coefficient, at different levels: Hartree-Fock (HF), density functional theory (DFT), periodic local Møller-Plesset perturbation theory of second order, complemented with a coupled cluster correction evaluated using an embedded-fragment approach. The post-HF methods were used here not only for benchmarking the key quantities themselves but also for assessing the accuracy of different functionals and probing the influence of the long-range and static correlation. For the given system and quantity in question, we observe that obtained results do not significantly vary across different DFT functionals or post-HF methods, which is rather uncommon. Such an agreement between the employed methods suggests that static correlation, even if prominent in this system, cancels out in the studied energy differences. In fact, the values of the T1 diagnostics, which test the reliability of the single-reference description, do vary from one fragment to another. But for certain fragments they are fairly small and of similar magnitude, indicating the applicability of such fragments for the correction. Our best estimate of the reaction barrier is about 0.85 eV.

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使用 DFT 和后高频方法对锂离子电池阴极材料中的能量势垒进行案例研究。
随着人们对储能材料的兴趣与日俱增,要想进行准确的预测性模拟,就必须准确了解其背后的物理化学过程。在本研究中,我们对锂电池中通常用作阴极的基准材料 Li0.5Co0.5+3Ni0.5+4O2 进行了多级量子化学计算。我们在不同层次上估算了锂的跳跃势垒,这是估算锂扩散系数的一个关键量:哈特里-福克 (HF)、密度泛函理论 (DFT)、二阶周期性局部默勒-普莱塞特扰动理论,并辅以使用嵌入片段方法评估的耦合簇校正。这里使用的后高频方法不仅用于对关键量本身进行基准测试,还用于评估不同函数的准确性以及探测长程和静态相关性的影响。对于给定的系统和相关量,我们发现不同的 DFT 函数或后高频方法得出的结果并无明显差异,这在以往并不常见。所采用方法之间的这种一致性表明,静相关性即使在该系统中很突出,也会在所研究的能量差异中抵消。事实上,测试单参考描述可靠性的 T1 诊断值确实因片段而异。但对于某些碎片来说,它们的数值相当小,而且大小相似,这表明这些碎片适用于校正。我们对反应势垒的最佳估计约为 0.85 eV。
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来源期刊
Journal of Chemical Theory and Computation
Journal of Chemical Theory and Computation 化学-物理:原子、分子和化学物理
CiteScore
9.90
自引率
16.40%
发文量
568
审稿时长
1 months
期刊介绍: The Journal of Chemical Theory and Computation invites new and original contributions with the understanding that, if accepted, they will not be published elsewhere. Papers reporting new theories, methodology, and/or important applications in quantum electronic structure, molecular dynamics, and statistical mechanics are appropriate for submission to this Journal. Specific topics include advances in or applications of ab initio quantum mechanics, density functional theory, design and properties of new materials, surface science, Monte Carlo simulations, solvation models, QM/MM calculations, biomolecular structure prediction, and molecular dynamics in the broadest sense including gas-phase dynamics, ab initio dynamics, biomolecular dynamics, and protein folding. The Journal does not consider papers that are straightforward applications of known methods including DFT and molecular dynamics. The Journal favors submissions that include advances in theory or methodology with applications to compelling problems.
期刊最新文献
Issue Editorial Masthead A Multipole-Based Reactive Force Field for Hydrocarbons. Hyperparameter Optimization for Atomic Cluster Expansion Potentials. A Case Study of an Energy Barrier in Li-Ion Battery Cathode Material Using DFT and Post-HF Approaches. Benchmark Investigation of SCC-DFTB Against Standard DFT to Model Phononic Properties in Two-Dimensional MOFs for Thermoelectric Applications.
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