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article · ACS Omega

Exploring the Phase Stability of Li<sub>2</sub>Mn<sub>1–<i>x</i></sub>TM<sub><i>x</i></sub>O<sub>3</sub> (TM = Ni, Co, Cr, Ru) Cathode Materials in Lithium-Ion Batteries via the Cluster Expansion Method

20241 citationOpen accessUniversity of Limpopo

Abstract

Li<sub>2</sub>MnO<sub>3</sub> has garnered significant interest as a potential cathode material due to its high electrochemical capacity, cost-effectiveness, and eco-friendliness. Nonetheless, its practical utilization is hindered by structural deterioration, which results in rapid capacity and voltage decay during cycling. To mitigate these challenges, cationic dopants have been incorporated to minimize structural collapse and enhance cathode material performance. Consequently, there is a strong desire to identify novel doped configurations as a remedial strategy for optimizing Li<sub>2</sub>MnO<sub>3</sub> properties. In this study, the stability of the Li<sub>2</sub>Mn<sub>1-<i>x</i></sub> TM <sub><i>x</i></sub> O<sub>3</sub> system (TM = Ni, Co, Cr, Ru) was explored using cluster expansion and Monte Carlo simulations. By employing cluster expansion, binary ground state diagrams were generated, revealing 73, 65, 90, and 83 newly stable phases in Li<sub>2</sub>Mn<sub>1-<i>x</i></sub> Ni <sub><i>x</i></sub> O<sub>3,</sub> Li<sub>2</sub>Mn<sub>1-<i>x</i></sub> Co <sub><i>x</i></sub> O<sub>3</sub>, Li<sub>2</sub>Mn<sub>1-<i>x</i></sub> Cr <sub><i>x</i></sub> O<sub>3</sub>, and Li<sub>2</sub>Mn<sub>1-<i>x</i></sub> Ru <sub><i>x</i></sub> O<sub>3</sub>, respectively. The outcomes indicated that Li<sub>2</sub>Mn<sub>0.83</sub>Ni<sub>0.17</sub>O<sub>3</sub>, Li<sub>2</sub>Mn<sub>0.5</sub>Co<sub>0.5</sub>O<sub>3,</sub> Li<sub>2</sub>Mn<sub>0.5</sub>Cr<sub>0.5</sub>O<sub>3</sub>, and Li<sub>2</sub>Mn<sub>0.5</sub>Ru<sub>0.5</sub>O<sub>3</sub> represent the most stable doped phases within the Li<sub>2</sub>MnO<sub>3</sub> system. The application of Monte Carlo simulations enabled the assessment of high-temperature characteristics across the entire range of TM concentrations (0 ≤ <i>x</i> ≤ 1), facilitating the construction of phase diagrams. The Li<sub>2</sub>Mn<sub>1-<i>x</i></sub> Ni <sub><i>x</i></sub> O<sub>3,</sub> Li<sub>2</sub>Mn<sub>1-<i>x</i></sub> Co <sub><i>x</i></sub> O<sub>3</sub>, Li<sub>2</sub>Mn<sub>1-<i>x</i></sub> Cr <sub><i>x</i></sub> O<sub>3</sub>, and Li<sub>2</sub>Mn<sub>1-<i>x</i></sub> Ru <sub><i>x</i></sub> O<sub>3</sub> systems exhibited favorable mixing at temperatures of 850, 700, 1700, and 1300 K, respectively. These discoveries present a clear trajectory for optimizing the properties of Li<sub>2</sub>MnO<sub>3</sub>, offering valuable insights into conceptualizing innovative cathode materials characterized by enhanced stability and performance.

Research topics

  • Advancements in Battery Materials
  • Machine Learning in Materials Science
  • Electron and X-Ray Spectroscopy Techniques

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DOI: 10.1021/acsomega.3c10357

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