Density Functional Theory and Machine Learning-Based Analyses for Improved Surface Stability of a BaTiO3-Coated LiCoO2 Positive Electrode Material

被引:4
|
作者
Ishida, Kunihiro [1 ]
Tanibata, Naoto [1 ,2 ]
Takeda, Hayami [1 ,2 ]
Nakayama, Masanobu [1 ,2 ,3 ]
Teranishi, Takashi [4 ,5 ]
Watanabe, Naoki [6 ]
机构
[1] Nagoya Inst Technol, Dept Adv Ceram, Nagoya, Aichi 4668555, Japan
[2] Kyoto Univ, Unit Elements Strategy Initiat Catalysts & Batter, Saikyo Ku, Kyoto 6158520, Japan
[3] Nagoya Inst Technol, Frontier Res Inst Mat Sci FRIMS, Nagoya, Aichi 4668555, Japan
[4] Okayama Univ, Grad Sch Nat Sci & Technol, Kita Ku, 3-1-1 Tsushima naka, Okayama 7008530, Japan
[5] Tokyo Inst Technol, Lab Mat & Struct, 4259 Nagatsuta, Yokohama, Kanagawa 2268503, Japan
[6] Mizuho Res & Technol Ltd, Sci Solut Div, Chiyoda Ku, 2-3 Kanda Nishikicho, Tokyo 1018443, Japan
来源
基金
日本科学技术振兴机构;
关键词
BaTiO3; density functional theory; formation energies; lithium-ion batteries; machine learning; oxygen vacancies; solid-solid interfaces; ION; VISUALIZATION;
D O I
10.1002/pssb.202100526
中图分类号
O469 [凝聚态物理学];
学科分类号
070205 ;
摘要
The application of oxide coating on the surfaces of active cathode materials is an effective method for improving the electrochemical durability of lithium-ion batteries because it suppresses oxygen gas release from the surface of the cathode material. This report summarizes a study conducted on verifying the suppression of oxygen release from a LiCoO2 cathode material using BaTiO3 (BT), which has recently attracted attention as a new coating material. The use of first-principles calculations and machine learning as verification methods is described. In addition to the discussion of interfacial properties based on atomic- and electronic-level considerations, comprehensive verification of the interface with several junction patterns is described. The verification results suggest that the desorption of oxygen from the surface of the active material is hindered by the oxide coating, indicating the effectiveness of BT as a coating material.
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页数:7
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