journal article·2018-03-20Open access

An effective method to screen sodium-based layered materials for sodium ion batteries

Xu Zhang, Zihe Zhang, Sai Yao, An Chen, Xudong Zhao, Zhen Zhou

npj Computational Materials· Volume 4· Issue 1

Abstract

Abstract Due to the high cost and insufficient resource of lithium, sodium-ion batteries are widely investigated for large-scale applications. Typically, insertion-type materials possess better cyclic stability than alloy-type and conversion-type ones. Therefore, in this work, we proposed a facile and effective method to screen sodium-based layered materials based on Materials Project database as potential candidate insertion-type materials for sodium ion batteries. The obtained Na-based layered materials contains 38 kinds of space group, which reveals that the credibility of our screening approach would not be affected by the space group. Then, some important indexes of the representative materials, including the average voltage, volume change and sodium ion mobility, were further studied by means of density functional theory computations. Some materials with extremely low volume changes and Na diffusion barriers are promising candidates for sodium ion batteries. We believe that our classification algorithm could also be used to search for other alkali and multivalent ion-based layered materials, to accelerate the development of battery materials.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Advancements in Battery Materials · Advanced Battery Materials and Technologies · Chemical Synthesis and Characterization

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (42)

Show source-provided references
1. Yabuuchi, N., Kubota, K., Dahbi, M. & Komaba, S. Research development on sodium-ion batteries. Chem. Rev. 114, 11636–11682 (2014).10.1021/cr500192f ↗
2. Yang, J., Zhou, X., Wu, D., Zhao, X. & Zhou, Z. S-doped N-rich carbon nanosheets with expanded interlayer distance as anode materials for sodium-ion batteries. Adv. Mater. 29, 1604108 (2017).10.1002/adma.201604108 ↗
3. Dunn, B., Kamath, H. & Tarascon, J.-M. Electrical energy storage for the grid: a battery of choices. Science 334, 928–935 (2011).10.1126/science.1212741 ↗
4. Tarascon, J.-M. & Armand, M. Issues and challenges facing rechargeable lithium batteries. Nature 414, 359–367 (2001).10.1038/35104644 ↗
5. Zhong, Y. et al. Orderly packed anodes for high-power lithium-ion batteries with super-long cycle life: rational design of MnCO3/large-area graphene composites. Adv. Mater. 27, 806–812 (2015).10.1002/adma.201404611 ↗
6. Tarascon, J. M. Is lithium the new gold? Nat. Chem. 2, 510 (2010).10.1038/nchem.680 ↗
7. Zhu, Y.-E. et al. Fast sodium storage in TiO2@CNT@C nanorods for high-performance Na-ion capacitors. Adv. Energy Mater. 1701222 (2017).10.1002/aenm.201701222 ↗
8. Yang, L. et al. T-Nb2O5/C nanofibers prepared through electrospinning with prolonged cycle durability for high-rate sodium-ion batteries induced by pseudocapacitance. Small 1702588 (2017).10.1002/smll.201702588 ↗
9. Palomares, V. et al. Na-ion batteries, recent advances and present challenges to become low cost energy storage systems. Energy Environ. Sci. 5, 5884–5901 (2012).10.1039/c2ee02781j ↗
10. Zhu, Y.-E. et al. A P2-Na0.67Co0.5Mn0.5O2cathode material with excellent rate capability and cycling stability for sodium ion batteries. J. Mater. Chem. A 4, 11103–11109 (2016).10.1039/C6TA02845D ↗
11. Zhou, Q. et al. Synthesis of lithium titanate nanorods as anode materials for lithium and sodium ion batteries with superior electrochemical performance. J. Power Sources 283, 243–250 (2015).10.1016/j.jpowsour.2015.02.061 ↗
12. Pan, H. et al. Sodium storage and transport properties in layered Na2Ti3O7 for room-temperature sodium-ion batteries. Adv. Energy Mater. 3, 1186–1194 (2013).10.1002/aenm.201300139 ↗
13. Li, F. & Zhou, Z. Micro/nanostructured materials for sodium ion batteries and capacitors. Small 14, 1702961 (2018).10.1002/smll.201702961 ↗
14. Urban, A., Seo, D.-H. & Ceder, G. Computational understanding of Li-ion batteries.npj Comput. Mater. 2, 16002 (2016).10.1038/npjcompumats.2016.2 ↗
15. Islam, M. S. & Fisher, C. A. Lithium and sodium battery cathode materials: computational insights into voltage, diffusion and nanostructural properties. Chem. Soc. Rev. 43, 185–204 (2014).10.1039/C3CS60199D ↗
16. Bhatt, M. D. & O’Dwyer, C. Recent progress in theoretical and computational investigations of Li-ion battery materials and electrolytes. Phys. Chem. Chem. Phys. 17, 4799–4844 (2015).10.1039/C4CP05552G ↗
17. Tang, Q., Zhou, Z. & Shen, P. Are MXenes promising anode materials for Li ion batteries? computational studies on electronic properties and Li storage capability of Ti3C2 and Ti3C2X2 (X=F, OH) monolayer. J. Am. Chem. Soc. 134, 16909–16916 (2012).10.1021/ja308463r ↗
18. Hautier, G. et al. Phosphates as lithium-ion battery cathodes: an evaluation based on high-throughput ab initio calculations. Chem. Mater. 23, 3495–3508 (2011).10.1021/cm200949v ↗
19. Kirklin, S., Meredig, B. & Wolverton, C. High-throughput computational screening of new Li-ion battery anode materials. Adv. Energy Mater. 3, 252–262 (2013).10.1002/aenm.201200593 ↗
20. Jain, A., Hautier, G., Ong, S. P., Dacek, S. & Ceder, G. Relating voltage and thermal safety in Li-ion battery cathodes: A high-throughput computational study. Phys. Chem. Chem. Phys. 17, 5942–5953 (2015).10.1039/C5CP00250H ↗
21. Aykol, M. et al. High-throughput computational design of cathode coatings for Li-ion batteries. Nat. Commun. 7, 13779 (2016).10.1038/ncomms13779 ↗
22. Sendek, A. D. et al. Holistic computational structure screening of more than 12000 candidates for solid lithium-ion conductor materials. Energy Environ. Sci. 10, 306–320 (2017).10.1039/C6EE02697D ↗
23. Jain, A. et al. Commentary: the materials project: a materials genome approach to accelerating materials innovation. APL Mat. 1, 011002 (2013).10.1063/1.4812323 ↗
24. Ong, S. P. et al. The Materials Application ProgrammingInterface (API): A simple, flexible and efficient API for materials data based on REpresentational State Transfer (REST) principles. Comp. Mater. Sci. 97, 209–215 (2015).10.1016/j.commatsci.2014.10.037 ↗
25. Fang, C. et al. Routes to high energy cathodes of sodium-ion batteries. Adv. Energy Mater. 6, 1501727 (2016).10.1002/aenm.201501727 ↗
26. Hwang, J. Y., Myung, S. T. & Sun, Y. K. Sodium-ion batteries: present and future. Chem. Soc. Rev. 46, 3529–3614 (2017).10.1039/C6CS00776G ↗
27. Liang, J. et al. Could Li/Ni disorder be utilized positively? Combined experimental and computational investigation on pillar effect of Ni at Li sites on LiCoO2 at high voltages. Electrochim. Acta 146, 784–791 (2014).10.1016/j.electacta.2014.08.151 ↗
28. Adamczyk, E. & Pralong, V. Na2Mn3O7: a suitable electrode material for Na-ion batteries? Chem. Mater. 29, 4645–4648 (2017).10.1021/acs.chemmater.7b01390 ↗
29. Zhao, X. et al Ab-initio investigations on bulk and monolayer V2O5 as cathode materials for Li-, Na-, K- and Mg-Ion batteries. J. Mater. Chem. A 4, 16606–16611 (2016).10.1039/C6TA04986A ↗
30. Zhang, X. et al. Tetragonal-structured anisotropic 2D metal nitride monolayers and their halides with versatile promises in energy storage and conversion. J. Mater. Chem. A 5, 2870–2875 (2017).10.1039/C6TA10980B ↗
31. Liu, M. et al. Spinel compounds as multivalent battery cathodes: a systematic evaluation based on ab initio calculations. Energy Environ. Sci. 8, 964–974 (2015).10.1039/C4EE03389B ↗
32. Li, G., Yue, X., Luo, G. & Zhao, J. Electrode potential and activation energy of sodium transition-metal oxides as cathode materials for sodium batteries: a first-principles investigation. Comp. Mater. Sci. 106, 15–22 (2015).10.1016/j.commatsci.2015.04.027 ↗
33. Su, J., Pei, Y., Yang, Z. & Wang, X. First-principles investigation on the structural, electronic properties and diffusion barriers of Mg/Al doped NaCoO2 as the cathode material of rechargeable sodium batteries. RSC Adv. 5, 27229–27234 (2015).10.1039/C5RA01895A ↗
34. Fu, S., Ni, J., Xu, Y., Zhang, Q. & Li, L. Hydrogenation driven conductive Na2Ti3O7 nanoarrays as robust binder-free anodes for sodium-ion batteries. Nano. Lett. 16, 4544–4551 (2016).10.1021/acs.nanolett.6b01805 ↗
35. Ni, J. et al. Superior sodium storage in Na2Ti3O7 nanotube arrays through surface engineering. Adv. Energy Mater. 6, 1502568 (2016).10.1002/aenm.201502568 ↗
36. Kresse, G. & Furthmüller, J. Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set. Phys. Rev. B 54, 11169–11186 (1996).10.1103/PhysRevB.54.11169 ↗
37. Blöchl, P. E. Projector augmented-wave method. Phys. Rev. B 50, 17953–17979 (1994).10.1103/PhysRevB.50.17953 ↗
38. Perdew, J. P., Burke, K. & Ernzerhof, M. Generalized gradient approximation made simple. Phys. Rev. Lett. 77, 3865–3868 (1996).10.1103/PhysRevLett.77.3865 ↗
39. Grimme, S., Antony, J., Ehrlich, S. & Krieg, H. A consistent and accurate ab initio parametrization of density functional dispersion correction (DFT-D) for the 94 elements H-Pu. J. Chem. Phys. 132, 154104 (2010).10.1063/1.3382344 ↗
40. Grimme, S., Ehrlich, S. & Goerigk, L. Effect of the damping function in dispersion corrected density functional theory. J. Comput. Chem. 32, 1456–1465 (2011).10.1002/jcc.21759 ↗
41. Henkelman, G. & Jónsson, H. Improved tangent estimate in the nudged elastic band method for finding minimum energy paths and saddle points. J. Chem. Phys. 113, 9978–9985 (2000).10.1063/1.1323224 ↗
42. Belsky, A., Hellenbrandt, M., Karen, V. L. & Luksch, P. New developments in the Inorganic Crystal Structure Database (ICSD): accessibility in support of materials research and design. Acta Crytallogr. Sect. B 58, 364–369 (2002).10.1107/S0108768102006948 ↗