Unraveling the Atomic‐scale Mechanism of Phase Transformations and Structural Evolutions during (de)Lithiation in Si Anodes

Author:

Fu Fangjia12,Wang Xiaoxu3,Zhang Linfeng23,Yang Yifang4,Chen Jianhui4,Xu Bo45,Ouyang Chuying45,Xu Shenzhen26ORCID,Dai Fu‐Zhi2,E Weinan127

Affiliation:

1. School of Mathematical Sciences Peking University Beijing 100871 China

2. AI for Science Institute Beijing 100084 China

3. DP Technology Beijing 100080 China

4. Fujian Science & Technology Innovation Laboratory for Energy Devices of China Ningde 352100 China

5. Department of Physics Laboratory of Computational Materials Physics Jiangxi Normal University Nanchang 330022 China

6. School of Materials Science and Engineering Peking University Beijing 100871 China

7. Center for Machine Learning Research Peking University Beijing 100871 China

Abstract

AbstractUnraveling the reaction paths and structural evolutions during charging/discharging processes are critical for the development and tailoring of silicon anodes for high‐capacity batteries. However, a mechanistic understanding is still lacking due to the complex phase transformations between crystalline (c‐) and amorphous (a‐) phases involved in electrochemical cycles. In this study, by employing a newly developed machine learning potential, the key experimental phenomena not only reproduce, including voltage curves and structural evolution pathways, but also provide atomic scale mechanisms associated with these phenomena. The voltage plateaus of both the c‐Si and a‐Si lithiation processes are predicted with the plateau value difference close to experimental measurements, revealing the two‐phase reaction mechanism and reaction path differences. The observed voltage hysteresis between lithiation and delithiation mainly originates from the transformation between the c‐Li15‐δSi4 and a‐Li15‐δSi4 phases. Furthermore, stress accumulation is simulated along different reaction paths, indicating a better cycling stability of the a‐Si anode due to the lower stress concentration. Overall, the study provides a theoretical understanding of the thermodynamics of the complex structural evolutions in Si anodes during (de)lithiation processes, which may play a role in optimizations for battery performances.

Funder

National Natural Science Foundation of China

Ministry of Science and Technology of the People's Republic of China

Publisher

Wiley

Subject

Electrochemistry,Condensed Matter Physics,Biomaterials,Electronic, Optical and Magnetic Materials

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