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Stability and Redox Mechanisms of Ni-Rich NMC Cathodes: Insights from First-Principles Many-Body Calculations

氧化还原 阴极 材料科学 理论(学习稳定性) 化学物理 纳米技术 化学 计算化学 化学工程 物理化学 冶金 计算机科学 工程类 机器学习
作者
Hrishit Banerjee,Clare P. Grey,Andrew J. Morris
出处
期刊:Chemistry of Materials [American Chemical Society]
卷期号:36 (13): 6575-6587 被引量:14
标识
DOI:10.1021/acs.chemmater.4c00928
摘要

Ni-rich LiNiaMnbCocO2 (NMC) cathodes undergo a series of degradation reactions, a prominent one being oxygen loss from the surface of the NMC particles; this process is more pronounced as Ni content is increased and at high voltages. Our first-principles study examines the redox behavior of transition metals (TMs) and O in Ni-rich NMC cathodes as a function of (de)lithiation. We use ab initio multiple scattering, density-functional theory (DFT)-based core-loss spectroscopy, and dynamical mean-field theory (DMFT) to give a many-body treatment of both dynamic and static correlations. Despite Ni, Mn, and Co K-edges calculated using ab initio multiple scattering based on Green's functions showing an excellent match with experimentally obtained X-ray absorption near-edge spectra (XANES), we demonstrate that the ionic model of ascribing shifts in the XANES spectra to changes in metal oxidation states is inappropriate. We show that in these cases, which are characterized by strong covalency between the TM and oxygen, DMFT calculations based on Wannier projections are to date to the best of our knowledge the most accurate as well as computationally accessible method to calculate charges and hence assign oxidation states accurately. Due to the corresponding charge transfer from O p to Ni d, a ligand hole forms on O in Ni-rich regions. The individual Ni charge remains fairly constant throughout the charging/discharging process, particularly in Ni-rich environments in the material. In contrast, O has dual redox behavior, showing greater involvement in redox in Ni-rich regions while showing negligible redox involvement in Ni-poor regions. The Ni–O covalent system starts participating in redox around a state of delithiation of ∼17%, which represents, in our system, the beginning of the charge. Contrary to previous DFT calculations, we show that Co oxidation does not occur at the very end of charge but rather starts at an earlier state of delithiation of ∼67%. The dual behavior of O in terms of participation in the redox process helps explain the overall higher relative stability of lower Ni content NMCs compared to Ni-rich NMCs or LiNiO2 in terms of O loss and evolution of singlet oxygen.
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