- Open Access
Short-range charge ordering in Mn-doped
Phys. Rev. B 112, 184109 – Published 14 November, 2025
DOI: https://doi.org/10.1103/wzsf-5cln
Abstract
This paper explores the impact of Mn doping in the battery electrode material Li(Mn) by computational methods. Structures are generated at up to Li and Mn content with varying Li, Fe, and Mn configurations. The oxidation state of the Fe and Mn ions are explicitly set using occupation matrix control, while the structures are optimized using . Although Mn is redox active and can exist in both the and states, there is a strong preference for the latter. We show that the charge-compensating electrons prefer to occupy the Mn sites rather than the Fe sites during Li insertion. This results in Mn(II) and Fe(II) ions that interact electrostatically with the positively charged Li ions. The data are consequently used to parametrize a Coulomb potential, incorporating short-range two-body corrections, and utilized within a Monte Carlo approach. The short-range order between the atomic species are then quantified by their coordination numbers at varying temperatures. The Monte Carlo sampling demonstrates lower Li-Li clustering in the Li(Mn) system at temperatures below 500 K and thus more disorder as compared to the undoped system. On average, this results in less cluster formation, which correlates with the enlarged solid solution region found in the phase diagram.
Physics Subject Headings (PhySH)
Article Text
References (52)
- Z. Li, D. Liu, J. Xiong, L. He, Z. Zhao, and D. Wang, Selective recovery of lithium and iron phosphate/carbon from spent lithium iron phosphate cathode material by anionic membrane slurry electrolysis, Waste Manage. (Oxford) 107, 1 (2020).
- N. Nitta, F. Wu, J. T. Lee, and G. Yushin, Li-ion battery materials: Present and future, Mater. Today 18, 252 (2015).
- S. Evro, A. Ajumobi, D. Mayon, and O. S. Tomomewo, Navigating battery choices: A comparative study of lithium iron phosphate and nickel manganese cobalt battery technologies, Future Batteries 4, 100007 (2024).
- L.-X. Yuan, Z.-H. Wang, W.-X. Zhang, X.-L. Hu, J.-T. Chen, Y.-H. Huang, and J. B. Goodenough, Development and challenges of cathode material for lithium-ion batteries, Energy Environ. Sci. 4, 269 (2011).
- A. K. Padhi, K. S. Nanjundaswamy, and J. B. Goodenough, Phospho‐olivines as positive‐electrode materials for rechargeable lithium batteries, J. Electrochem. Soc. 144, 1188 (1997).
- S. Kaushik, T. Mehta, P. Chand, S. Sharma, and G. Kumar, Recent advancements in cathode materials for high-performance Li-ion batteries: Progress and prospects, J. Energy Storage 97, 112818 (2024).
- N. Ohmer, B. Fenk, D. Samuelis, C.-C. Chen, J. Maier, M. Weigand, E. Goering, and G. Schütz, Phase evolution in single-crystalline followed by in situ scanning X-ray microscopy of a micrometre-sized battery, Nat. Commun. 6, 6045 (2015).
- G. Chen, X. Song, and T. J. Richardson, Electron microscopy study of the to phase transition, Electrochem. Solid-State Lett. 9, A295 (2006).
- C. Delacourt, P. Poizot, J.-M. Tarascon, and C. Masquelier, The existence of a temperature-driven solid solution in for 0 1, Nat. Mater. 4, 254 (2005).
- J. L. Dodd, R. Yazami, and B. Fultz, Phase diagram of , Electrochem. Solid-State Lett. 9, A151 (2006).
- H. Liu, F. C. Strobridge, O. J. Borkiewicz, K. M. Wiaderek, K. W. Chapman, P. J. Chupas, and C. P. Grey, Capturing metastable structures during high-rate cycling of nanoparticle electrodes, Science 344, 1252817 (2014).
- P. Bai, D. A. Cogswell, and M. Z. Bazant, Suppression of phase separation in Nanoparticles during battery discharge, Nano Lett. 11, 4890 (2011).
- T. Nakamura, K. Sakumoto, S. Seki, Y. Kobayashi, M. Tabuchi, and Y. Yamada, Apparent diffusion constant and electrochemical reaction in olivine cathodes, J. Electrochem. Soc. 154, A1118 (2007).
- C. Li, N. Hua, C. Wang, X. Kang, T. Wumair, and Y. Han, Effect of -doping in and the low temperature electrochemical performances, J. Alloys Compd. 509, 1897 (2011).
- Y. Liu, Y. J. Gu, J. L. Deng, G. Y. Luo, F. Z. Wu, Y. Mai, X. Y. Dai, and J. Q. Li, Effect of doped Mn on improving the electrochemical performance of , J. Mater. Sci.: Mater. Electron. 31, 2887 (2020).
- Y. Wang, Z. S. Feng, L. L. Wang, L. Yu, J. J. Chen, Z. Liang, and R. Wang, A joint experimental and theoretical study on the effect of manganese doping on the structural, electrochemical and physical properties of lithium iron phosphate, RSC Adv. 4, 51609 (2014).
- C. U. Mulik, R. S. Kamat, X. Wang, C. Padwal, M. Y. Chougale, D. P. Dubal, and L. D. Jadhav, High-performance Li-ion battery cathode: Mn-doped via solution combustion synthesis method, J. Electroanal. Chem. 971, 118568 (2024).
- D. B. Ravnsbæk, K. Xiang, W. Xing, O. J. Borkiewicz, K. M. Wiaderek, P. Gionet, K. W. Chapman, P. J. Chupas, and Y. M. Chiang, Extended solid solutions and coherent transformations in nanoscale olivine cathodes, Nano Lett. 14, 1484 (2014).
- T. Nakamura, Y. Miwa, M. Tabuchi, and Y. Yamada, Structural and surface modifications of olivine particles and their electrochemical properties, J. Electrochem. Soc. 153, A1108 (2006).
- K. T. Lee and K. S. Lee, Electrochemical properties of cathode material by mechanical alloying, J. Power Sources 189, 435 (2009).
- R. Malik, F. Zhou, and G. Ceder, Phase diagram and electrochemical properties of mixed olivines from first-principles calculations, Phys. Rev. B 79, 214201 (2009).
- B. Ellis, L. K. Perry, D. H. Ryan, and L. F. Nazar, Small polaron hopping in solid solutions: Coupled lithium-ion and electron mobility, J. Am. Chem. Soc. 128, 11416 (2006).
- K. Zaghib, A. Mauger, J. B. Goodenough, F. Gendron, and C. M. Julien, Electronic, optical, and magnetic properties of : Small magnetic polaron effects, Chem. Mater. 19, 3740 (2007).
- F. Zhou, T. Maxisch, and G. Ceder, Configurational electronic entropy and the phase diagram of mixed-valence oxides: The case of , Phys. Rev. Lett. 97, 155704 (2006).
- S. Hammadi, J. Kullgren, M. J. Wolf, D. Brandell, and P. Broqvist, Impact of temperature on short-range charge ordering in , Phys. Rev. B 109, 144103 (2024).
- G. Kresse and D. Joubert, From ultrasoft pseudopotentials to the projector augmented-wave method, Phys. Rev. B 59, 1758 (1999).
- J. P. Perdew, K. Burke, and M. Ernzerhof, Generalized gradient approximation made simple, Phys. Rev. Lett. 77, 3865 (1996).
- S. L. Dudarev, G. A. Botton, S. Y. Savrasov, C. J. Humphreys, and A. P. Sutton, Electron-energy-loss spectra and the structural stability of nickel oxide: An LSDA+U study, Phys. Rev. B 57, 1505 (1998).
- A. Jain, G. Hautier, S. P. Ong, C. J. Moore, C. C. Fischer, K. A. Persson, and G. Ceder, Formation enthalpies by mixing GGA and GGA+U calculations, Phys. Rev. B 84, 045115 (2011).
- J. P. Allen and G. W. Watson, Occupation matrix control of d- and f-electron localisations using DFT+, Phys. Chem. Chem. Phys. 16, 21016 (2014).
- A. K. Akshay, E. Wadbro, C. Köhler, P. Mitev, P. Broqvist, and J. Kullgren, CCS: A software framework to generate two-body potentials using curvature constrained splines, Comput. Phys. Commun. 258, 107602 (2021).
- J. D. Gale and A. L. Rohl, The general utility lattice program (GULP), Mol. Simul. 29, 291 (2003).
- A. T. Phan, A. E. Gheribi, and P. Chartrand, Coherent and para-equilibrium phase transformations in Mn-doped- cathode materials: Implications for lithium ion battery performances, J. Alloys Compd. 838, 155550 (2020).
- Y.-S. Yu, M. Farmand, C. Kim, Y. Liu, C. P. Grey, F. C. Strobridge, T. Tyliszczak, R. Celestre, P. Denes, J. Joseph, H. Krishnan, F. R. N. C. Maia, A. L. D. Kilcoyne, S. Marchesini, T. P. C. Leite, T. Warwick, H. Padmore, J. Cabana, and D. A. Shapiro, Three-dimensional localization of nanoscale battery reactions using soft X-ray tomography, Nat. Commun. 9, 921 (2018).
- B. M. May, Y.-S. Yu, M. V. Holt, F. C. Strobridge, U. Boesenberg, C. P. Grey, and J. Cabana, Nanoscale detection of intermediate solid solutions in equilibrated microcrystals, Nano Lett. 17, 7364 (2017).
- S. Hammadi, Souzanha/SRO_Mn_doping_LiFePO4: Short range charge ordering in Mn-doped LiFePO4, Zenodo (2025), https://doi.org/10.5281/zenodo.17478933.
- H. Yaghoobnejad Asl and A. Manthiram, Proton-induced disproportionation of Jahn-Teller-active transition-metal ions in oxides due to electronically driven lattice instability, J. Am. Chem. Soc. 142, 21122 (2020).
- A. Yamada, Y. Takei, H. Koizumi, N. Sonoyama, R. Kanno, K. Itoh, M. Yonemura, and T. Kamiyama, Electrochemical, magnetic, and structural investigation of the olivine phases, Chem. Mater. 18, 804 (2006).
- Z. Nie, C. Ouyang, J. Chen, Z. Zhong, Y. Du, D. Liu, S. Shi, and M. Lei, First principles study of Jahn–Teller effects in , Solid State Commun. 150, 40 (2010).
- S. Zhang, Z. Yang, Y. Lu, W. Xie, Z. Yan, and J. Chen, Insights into cation migration and intermixing in advanced cathode materials for lithium‐ion batteries, Adv. Energy Mater. 14, 2402068 (2024).
- A. Renuka Balakrishna, Y.-M. Chiang, and W. C. Carter, Phase-field model for diffusion-induced grain boundary migration: An application to battery electrodes, Phys. Rev. Mater. 3, 065404 (2019).
- G. Bree, J. Zhao, V. Majherova, D. Proprentner, G. J. Paez Fajardo, and L. F. J. Piper, Practical pathways to higher energy density LMFP battery cathodes, Sustainable Energy Fuels 39, 3683 (2025).
- F. Jiang, K. Qu, M. Wang, J. Chen, Y. Liu, H. Xu, Y. Huang, J. Li, P. Gao, J. Zheng, M. Chen, and X. Li, Atomic scale insight into the fundamental mechanism of mn doped , Sustainable Energy Fuels 4, 2741 (2020).
- E. E. Nazarov, A. D. Dembitskiy, I. A. Trussov, O. A. Tyablikov, I. S. Glazkova, S. V. Alexey, I. A. Presniakov, I. V. Mikheev, A. V. Morozov, V. A. Nikitina, A. M. Abakumov, E. V. Antipov, and S. S. Fedotov, A Li-rich strategy towards advanced Mn-doped triphylite cathodes for Li-ion batteries, Energy Advances 2, 328 (2023).
- S. Yaroslavtsev and S. C. Müller, Detection of metastable solid solution in doped by synchrotron nuclear resonance techniques, Mater. Today Chem. 39, 102159 (2024).
- P. Vanaphuti and A. Manthiram, Enhancing the mn redox kinetics of cathodes through a synergistic co‐doping with Niobium and Magnesium for lithium‐ion batteries, Small 20, 2404878 (2024).
- Y. Cao, J. He, W. Tu, R. Li, W. Luo, X. Zhang, J. Duan, D. Wang, X. Wang, P. Dong, and Y. Zhang, Beneficial effect of incorporating particle nanocrystalline and doping into high-energy-density for lithium-ion batteries, Solid State Ionics 411, 116576 (2024).
- P. Liu, Y.-L. Cao, Z. Chen, and Y.-L. Xie, Enhancement of cathode superior kinetics and Li-storage properties of @C cathode materials by Ni doping strategy, Electrochim. Acta 524, 145991 (2025).
- Y. Xiao, F. C. Zhang, and J. I. Han, Synthesis, characterization and lithium-ion migration dynamics simulation of (, Co, La and Ce) doping cathode material for lithium-ion batteries, Appl. Phys. A 122, 980 (2016).
- M. B. Sahana, S. Vasu, N. Sasikala, S. Anandan, H. Sepehri-Amin, C. Sudakar, and R. Gopalan, Raman spectral signature of Mn-rich nanoscale phase segregations in carbon free prepared by hydrothermal technique, RSC Adv. 4, 64429 (2014).
- Y. Lin, Y. Lin, B. Zeng, G. Zhao, T. Zhou, M. Chen, X. Mao, H. Lai, and Z. Huang, An optimized Mn-doped /C composite synthesized by carbonthermal reduction technique, Int. J. Electrochem. Sci. 6, 6653 (2011).
- M. Togo and A. Nakahira, Structure refinement of Mn-substituted , Mater. Sci. Appl. 09, 542 (2018).