论文标题

高降级的性能降解的起源li $ _x $ coo $ _2 $:使用全球神经网络潜力的直接原子模拟的见解

Origin of performance degradation in high-delithiation Li$_x$CoO$_2$: insights from direct atomic simulations using global neural network potentials

论文作者

Zhang, Pan, Shang, Cheng, Liu, Zhipan, Yang, Ji-Hui, Gong, Xin-Gao

论文摘要

李$ _x $ COO $ _2 $基于的电池在高固定状态下骑自行车时会严重降解和安全问题,但是完全且一致的机制仍然很了解。在此,开发了全球神经网络电位(GNNP),以通过进行长时间和大尺寸的原子模拟来提供直接的理论理解。我们提出了一张自一致的图片,如下所示:(i)COO $ _2 $层在更高度界定的状态下更较长的距离更容易滑行,从而导致结构过渡和结构不均匀性; (ii)在由于滑行而导致不同液体分布的不同阶段之间的区域,在骑自行车过程中诱导并积累了局部菌株; (3)累积菌株会导致LI扩散通道的破裂,并在循环过程中形成氧气二聚体,尤其是当Li的分布不均匀时,导致容量降解和安全问题。我们发现,与李离子的不均匀分布相结合的大型拉伸菌株在阻塞的LI扩散通道的形成过程中起着关键作用,在高降低状态下的氧二聚体,这可能是容量降低和安全问题的基本起源。相应地,通过控制电荷和排放条件以及抑制滑行来抑制菌株的积累将有助于改善锂离子电池的性能(LIBS)。

Li$_x$CoO$_2$ based batteries have serious capacity degradation and safety issues when cycling at high-delithiation states but full and consistent mechanisms are still poorly understood. Herein, a global neural network potential (GNNP) is developed to provide direct theoretical understandings by performing long-time and large-size atomic simulations. We propose a self-consistent picture as follows: (i) CoO$_2$ layers are easier to glide with longer distances at more highly delithiated states, resulting in structural transitions and structural inhomogeneity; (ii) at regions between different phases with different Li distributions due to gliding, local strains are induced and accumulate during cycling processes; (3) accumulated strains cause the rupture of Li diffusion channels and result in formation of oxygen dimers during cycling especially when Li has inhomogeneous distributions, leading to capacity degradations and safety issues. We find that large tensile strains combined with inhomogeneous distributions of Li ions play critical roles in the formation processes of blocked Li diffusion channels and the oxygen dimers at high-delithiation states, which could be the fundamental origins of capacity degradations and safety issues. Correspondingly, suppressing accumulations of strains by controlling charge and discharge conditions as well as suppressing the gliding will be helpful for improving the performance of lithium-ion batteries (LIBs).

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