Yuran
Yu
ab,
Zhuo
Wang
*ab and
Guosheng
Shao
*ab
aState Center for International Cooperation on Designer Low-carbon & Environmental Materials (CDLCEM), Zhengzhou University, 100 Kexue Avenue, Zhengzhou 450001, China
bZhengzhou Materials Genome Institute (ZMGI), Zhongyuanzhigu, Building 2, Xingyang 450100, China. E-mail: gsshao@zzu.edu.cn; wangzh@zzu.edu.cn
First published on 8th April 2019
It is very important and yet extremely challenging to develop solid-state electrolytes for safe sodium ion batteries, largely due to sodium ions being significantly larger than lithium ones. Here in this work we have carried out systematic modelling, using a materials genome approach in the framework of density functional theory (DFT), to formulate a new system of ion conductors and compatible cathodes. Through iso-valent substitution of both the anion and cation sites in a Na4OI2 compound with a Ruddlesden–Popper type phase based on sheets of anti-perovskite structural units, or an anti-Ruddlesden–Popper phase (ARP), we have identified a series of stable layer-structured phases, with the general formula Na4−cLicAX4 (A = O and/or S; X = I and/or Cl), as remarkable electrolytes and high capacity cathodes to enable solid sodium ion batteries. The optimized Na3LiS0.5O0.5I2 compound is a marvellous Na+ conductor, with an extremely low activation energy for Na+ transportation (0.12 eV) and a high Na+ conductivity of 6.3 mS cm−1 at standard room temperature (298 K). This superb solid electrolyte does not react with the sodium anode, and formation of layer-structured phases due to its sodium depletion leads to compatible cathode materials with high voltage plateaus to enable full batteries with high energy densities.
As sodium and lithium are neighbouring alkali metals with similar chemical properties, knowledge on solid lithium conductors has been naturally extended into developing solid electrolytes for SIBs,11,12,17–19 in particular through straightforward substitution of Li by Na in known SSEs for LIBs.15 However, distinct differences exist between Na+ and Li+ ions. Na+ ions are about 26% larger than Li+ ions (ionic radii 1.02 Å vs. 0.76 Å, respectively),4,15 and they are also much heavier (23 g mol−1 of Na+vs. 6.9 g mol−1 of Li+).15 Furthermore, the standard electrode potential of sodium (−2.71 V vs. standard hydrogen electrode, SHE) is higher than that of lithium (−3.05 V vs. SHE).4 Such major differences contribute to the greater difficulty in developing solid electrolytes with superb Na+ conductivity to rival liquid electrolytes.
Great efforts have been made to develop potential SSEs for SIBs based on sulfides.13 Na+ conductivity in Na10SnP2S12,19 by replacing Li with Na in Li10GeP2S12 (LGPS), was 0.4 mS cm−1 at room temperature, which is lower than the critical request of 1 mS cm−1. The activation barrier for Na+ diffusion in Na10SnP2S12 was also too high (0.356 eV). Subsequently, Na+ transportation was improved significantly through the slight stoichiometric offset with excess Na, so that the activation energy for Na+ diffusion in Na11Sn2PS12 (ref. 20) was lowered to 0.25 eV. The total ionic conductivity reached 1.4 mS cm−1 at room temperature, which is still marginal for a competitive solid electrolyte to function adequately below 0 °C. Furthermore, due to the inheritance of the tetrahedral PS4 and SnS4 units from the LGPS system,17,18 the electrolyte is not compatible with the Na anode, with a tendency to be decomposed into NaxP, Na2S etc.20,21 The stability window of Na11Sn2PS12 is only 0.57 V (from 1.25 to 1.82 V vs. Na), which cannot prevent undesirable interphase formation below 1.25 V with the Na anode, or above 1.82 V with the cathode. The narrow electrochemical window and the incompatibility with the Na anode for Na11Sn2PS12 would significantly hinder construction of all-solid SIBs with sodium anodes for high energy density.
A narrow electrochemical window is one of the major shortcomings for alkali-metal phosphor-sulfides.22–28 It is highly encouraging to notice that sodium hali-oxides such as Na3OX with cubic anti-perovskite structures are compatible with Na anodes (X: halogen).29 More intriguingly, a layered Na4OI2 compound was found to be stable at room temperature. Such a layered phase belongs to the anti-perovskite group, containing plenty of Na+ ions with a 57% atomic percentage in its unit cell.29–31 However, experimental studies revealed that the Na+ conductivity in Na4OI2 was too poor, only 0.03 mS cm−1 even at an elevated temperature of 180 °C.32 It is therefore highly useful to devise a theoretical roadmap to guide effective tuning of materials chemistry of Na4OI2 based materials, so that practical delivery of superb Na+ conductors can be achieved cost-effectively, thus enabling high-performance solid state SIBs.
Here in this work, we have carried out systematic modelling on the basis of a materials genome approach in the framework of density functional theory (DFT).7,16,18,33–35 On the basis of a high throughput simulation, we have identified effective routes for remarkable enhancement of ionic conductivity, based on Na4AX2 (A = chalcogen and X = halogen). This covers the effects of smaller halogen anions on the X sites, substitution of O−2 with chalcogen species with weaker electronegativities on the A sites, and co-alloying on both the A and X sites. Through extensive screening of numerous structural configurations, we have identified the best sodium hali-chalcogenide candidate with the stoichiometry of Na4S0.5O0.5I2, which is thermodynamically and dynamically stable. The ionic conductivity of Na4S0.5O0.5I2 reaches 0.347 mS cm−1 with a moderate activation energy Ea of 0.23 eV. More importantly, through the replacement of a quarter of the Na+ site by Li+, we have identified a hybrid SSE of Na3LiS0.5O0.5I2 as a superb Na+ conductor, which permits Na+ conductivity up to 6.3 mS cm−1 at 25 °C, together with an extremely low activation energy of 0.12 eV. Such high performance and electrochemical compatibility with the sodium anode is to provide a fundamentally solid basis to enable high ionic conductivity well below 0 °C, which is key for high performance solid SIBs.
The universal structure predictor (USPEX)48,49 based on energy minimization was employed to predict stable or metastable structures for any given composition. For each composition, a population of 230 possible structures was randomly created with varied symmetries in the first generation. When the full structure relaxation was reached, the most stable and metastable structures, through the comparison of enthalpy of formation, were placed into the next generation. Afterwards, each subsequent generation would be created through heredity, with lattice mutation and permutation operators being applied and assessed energetically for the selection of a population of 60 for the next run. USPEX would continue screening the structures until the most stable configuration remained unchanged for a further 20 generations to safeguard the global equilibrium.34
The energy (enthalpy) of formation of each NaaSbOcIdCle compound was defined with respect to the chemical potentials of the constituent phases as
Ef = Ec − bENa2S − cENa2O − dENaI − eENaCl | (1) |
The phonon frequency spectrum of a theoretically predicted structure was used for examining its dynamic stability. The supercell method in the PHONOPY package50,51 was employed to perform the relevant frozen-phonon calculations based on harmonic approximation. The supercells of relaxed structures were used for phonon calculations. The stability criterion is that the amplitude of imaginary frequency is less than −0.3 THz,52,53 to accommodate acceptable numerical errors in phonon calculations.
In our recent tests, ab initio molecular dynamics (AIMD) can be carried out to describe the ionic transport behaviour at elevated temperatures to provide further insights via statistical processes,33,54–56 for which the diffusion coefficient D and associated ionic conductivity σ at any temperature can be estimated. In order to ensure a manageable AIMD analysis, simulation runs were performed on supercells of Na4(1–x)LixAaXb with a time step of 2 fs in the NVT ensembles together with a Nosé–Hoover thermostat. Each AIMD run lasted for 80 ps after a pre-equilibrium run of 10 ps. In order to shorten the simulation time, elevated temperatures of 900 to 1300 K were employed to accelerate the ion hopping process (details of AIMD simulation are presented in S2 of the ESI†).
The Alloy-Theoretic Automated Toolkit (ATAT)57,58 is based on the method of cluster expansion, which is a powerful tool to establish phase equilibria of interest through minimization of the formation energies of variable compositions using first-principles calculations. A cluster expansion is considered to be converged when all the following conditions are satisfied: (a) all ground states are correctly reproduced, (b) no other new ground states are predicted, and (c) the cross-validation score is typically less than 0.025 eV. Therefore, energies predicted from the cluster expansion as a function of composition for each structure are generated. On the basis of the ground states for each composition, a convex hull is created to describe the phase equilibrium.
According to the low-energy states on the minimal edge of the convex hull, the average electrochemical potential B, for the transition between state A (NaxΠ) and state B (Nax+ΔxΠ), with reference to electrochemical potential vs. Na/Na+ related to total energies (Et) can be calculated by:
B = −1/z{[Et(Nax+ΔxΠ) − Et(NaxΠ)]/Δx − Et(Na)} | (2) |
Overall, theoretical formulation for a competitive solid electrolyte involves phase stability, electrochemical stability against electrodes, ionic conductivity and electrochemical potential, as well as energy band structures. The phase stability aspect of modelling covers the stable and metastable structures for each composition (USPEX and PHONOPY), phase stability with respect to stable constituent phases (USPEX and PHONOPY), phase equilibria with respect to compositional change (ATAT), and potential reactions at interfaces, e.g. those with electrodes. Modelling of functional performance includes ionic conductivity (AIMD) and electrochemical potentials associated with electrolyte compositions and structures (eqn (2)).
A summary of methods as an integrated materials genome approach for the current work is presented in Fig. 1. A potential stable phase for each given composition can be identified, when it is energetically and dynamically stable, together with a negative energy above the hull to account for global equilibration. An allowance of 25 meV per atom can be considered for the formation energy at 0 K to accommodate thermal fluctuation at standard room temperature (298 K).19,59,60
The compositional dependence of phase stability, which is typically involved at interfaces between any two terminal compositions, can be readily simulated with the ATAT code, which results in a convex hull of formation energies, thus leading to identification of thermodynamically stable phases between the stable phases of the terminal substances. Application of a PHONOPY simulation to thermodynamically stable structures leads to assessment of dynamical stability and phonon entropy as a major contribution to Gibbs free energy.7,16,18,33,54,61
In addition, the ground state Na4OI2 phase is stable with respect to constituent binary phases Na2O and NaI at 0 K, with the pseudo-binary phase diagram being shown in Fig. 1(c). Temperature dependence of phase equilibria can be derived with the consideration of the phonon entropy in Gibbs energies:
ΔGNa4OI2 = GNa4OI2 − GNa2O − 2GNaI | (3) |
Since the pristine Na4OI2 is known to be a rather poor conductor for Na+ ions, it is necessary to tune its materials chemistry in order to meet requests for competitive SSEs. This involves tailoring materials chemistry over every sublattice site based on M4AX2 (M = alkali metal, A = chalcogen, and X = halogen).
Iso-valent substitution of I− on the halogen X site with a smaller halogen species Cl− results in stable compounds with respect to the constituent binary phases. While complete replacement of I− by Cl− still keeps the same lattice symmetry as the stable structure, Na4OCl2_139 (numerable refers to space group number 139), partial substitution of I by Cl leads to stable and metastable compounds with different space groups, Na4OICl_63 and Na4OICl_129. The corresponding formation energies are −0.0098, −0.0114 and −0.004 eV per atom (vs. formation energy for Na4OI2 −0.027 eV per atom), so that they are more stable than the constituent binary phases at 0 K (in terms of energies: Na4OCl2 < Na2O + 2NaCl, Na4OICl < Na2O + NaI + NaCl).
On the chalcogen A site, replacement of O by S results in Na4S0.5O0.5I2_65, Na4SI2_55, Na4SI2_11 and Na4SI2_64. The corresponding formation energies for them are 0.006, 0.0323, 0.0326 and 0.0334 eV per atom above the hull, which are only slightly less stable than their constituent phases.
In the case of iso-valent substitution on both the chalcogen (A) and the halogen (X) sites, four energetically favoured structures emerge as Na4SICl_12 (0.024 eV per atom), Na4SICl_8 (0.050 eV per atom), Na4S0.5O0.5ICl_123 (0.024 eV per atom), and Na4S0.5O0.5ICl_8 (0.031 eV per atom). Table 1 summarizes the USPEX searched structures, covering space groups and lattice parameters. The emboldened phases are stable with respect to constituent phases, and those starred are also considered as potential candidates for practical synthesis, with formation energies above the hull not exceeding the 0.025 eV per atom marker.
Configuration | A | B | c (Å) | α | β | γ (°) | Symmetry |
---|---|---|---|---|---|---|---|
Na4OI2_139 | 4.6714 | 4.6714 | 16.1014 | 90 | 90 | 90 | IMMM(139) |
Na4OCl2_139 | 4.4066 | 4.4066 | 14.2356 | 90 | 90 | 90 | IMMM(139) |
Na4OICl_63 | 4.5745 | 19.7556 | 6.823 | 90 | 90 | 90 | CMCM(63) |
Na4OICl_129 | 4.517 | 4.517 | 15.0419 | 90 | 90 | 90 | PNMM(129) |
Na4S0.5O0.5I2_65 | 16.3097 | 6.9654 | 9.9591 | 90 | 90 | 90 | CMMM(65) |
Na4SI2_11 | 7.0334 | 4.5365 | 13.6175 | 90 | 88.1004 | 90 | P2M(11) |
Na4SI2_55 | 7.6833 | 13.2245 | 4.4076 | 90 | 90 | 90 | PBAM(65) |
Na4SI2_64 | 7.4196 | 16.4631 | 7.5097 | 90 | 90 | 90 | CMCA(64) |
Na4SICl_8 | 25.2976 | 4.5048 | 7.356 | 90 | 88.0375 | 90 | CM(8) |
Na4SICl_12 | 24.1735 | 4.3758 | 7.7573 | 90 | 99.3575 | 90 | CM(12) |
Na4S0.5O0.5ICl_8 | 21.4945 | 4.68504 | 7.096 | 90 | 90.0102 | 90 | CM(8) |
Na4S0.5O0.5ICl_123 | 4.7755 | 4.7755 | 15.2731 | 90 | 90 | 90 | PMMM(123) |
The ground state stable phase of Na4OICl (space group number 63) is also confirmed to be dynamically stable owing to the lack of phonon states associated with imaginary frequencies, as shown by the phonon band structure from its 2 × 2 × 1 supercell containing 28 atoms, Fig. 4(b). The zigzag structural framework containing alternating rows of I− and Cl− anions is therefore dynamically stable as well. It is well recognized that dynamically stable phases, even those with energy slightly above the hull, tend to exist in nature.
The ground state phase diagram for the formation of Na4OICl_63 is shown in Fig. 4(c), which is in equilibrium with the three constituent phases Na2O, NaI and NaCl at 0 K. The free energy above the hull, within the quasi-harmonic approximation to consider the phonon entropy, can therefore be defined as:
ΔGNa4OICl = GNa4OICl − GNa2O − GNaI − GNaCl | (4) |
It follows that ΔGNa4OICl turns out to be positive above a critical temperature of 826 K, Fig. 4(d), so that this phase is stable within a much wider temperature range than the pristine phase of Na4OI2_139 (826 K vs. 438 K). Such an outstanding combination of energetic and dynamical stability indicates it would be much easier for its practical delivery in a wide temperature window for processing, e.g. through mechanical alloying followed by power sintering.35
However, the other two energetically stable compounds, Na4OCl2 (IMMM(139)) and Na4OICl (PNMM(129)), are not dynamically stable, as exhibited in Fig. S1(a) and (b),† respectively. The phonon band structures for each of them have bands associated below the −0.3 THz threshold, Fig. S1(a′) and (b′).†
Besides, the Na4S0.5O0.5I2_65 (112 atoms) is also dynamically stable without any phonon bands related to imaginary frequencies, Fig. 5(b). The free energy above the hull for Na4S0.5O0.5I2_65 is,
ΔGNa4S0.5O0.5I2 = GNa4S0.5O0.5I2 − 0.5GNa2S − 0.5GNa2O − 2GNaI | (5) |
As is shown in Fig. 5(d), ΔGNa4S0.5O0.5I2 becomes negative above 140 K (−133 °C), indicating that this phase is energetically favoured over any thermal environment of practical interest, e.g. well over room temperature. This is desirable for practical synthesis of the compound so that it can be processed over a very wide temperature range without worrying about its decomposition into constituent binary phases.
The other three candidates, Na4SI2_55, Na4SI2_11 and Na4SI2_64, are slightly less competitive energetically with energies above the hull being close to 0.025 eV (0.0323, 0.0326 and 0.0334 eV correspondingly). The layered structures are maintained with the first two being also dynamically stable, as is evidenced in Fig. S2(a)–(c).†
In the case of iso-valent substitution of both the chalcogen and halogen sites, USPEX searching results in four structural configurations, Na4SICl_12, Na4SICl_8, Na4S0.5O0.5ICl_123, Na4S0.5O0.5ICl_8, as exhibited in Fig. S3.† It is found that the latter two phases, Na4S0.5O0.5ICl_123 and Na4S0.5O0.5ICl_8, are dynamically unstable.
Table S1† summarizes the overall finding on iso-valent substitution in the Na4OI2 phase. In addition to the pristine Na4SI2_139 phase, we have thus identified Na4OICl_63 and Na4S0.5O0.5I2_65 (DARP) as most promising structures with greater stability.
Fig. 7 Diffusion coefficients for sodium ions from AIMD simulation. The extrapolated D values at room temperature and −50 °C are presented by open patterns on the right. |
System | Activation barrier (eV) | Arrhenius prefactor (cm−2 s−1) | Density (10−23 cm−3) | D 300K (cm−2 s−1) | σ (mS cm−1) | |
---|---|---|---|---|---|---|
300 K | 223 K | |||||
Na4OI2 | 0.37 | 7.22 × 10−4 | 25.553 | 4.266 × 10−10 | 5.89 × 10−2 | 4.17 × 10−4 |
Na4OICl | 0.44 | 1.17 × 10−4 | 21.3876 | 5.5 × 10−12 | 8.79 × 10−4 | 2.54 × 10−6 |
Na4S0.5O0.5I2 | 0.23 | 2.23 × 10−5 | 27.8576 | 2.75 × 10−9 | 0.347 | 0.016 |
Na3LiS0.5O0.5I2 | 0.12 | 5.76 × 10−6 | 25.0532 | 6.053 × 10−8 | 6.3 | 1.31 |
It is amazing to find that in the case of the hybrid electrolyte Na3LiS0.5O0.5I2, the activation barrier in Na23Li8S4O4I16 is reduced by a further half down to 0.12 eV, together with a remarkable Na+ conductivity of up to 6.3 mS cm−1 (4.5 times of that in Na11Sn2PS12). The very low activation energy also helps safeguard an ionic conductivity of 1.31 mS cm−1 at −50 °C, which is extremely useful for a promising SSE. Meanwhile, as shown in Fig. S4,† the mean square displacements (MSDs) of anions, e.g. S−2, O−2, and I−, are minimal, suggesting that they are largely confined around equilibrium positions. On the other hand, Li+/Na+ ions experience long distance transportation in a coordinated way, owing to the great energetic advantage of the stoichiometric composition.
The Na+ ion trajectories for Na4S0.5O0.5I2 and Na3LiS0.5O0.5I2 at 800 K are compared in Fig. 8. In the case of Na4S0.5O0.5I2, the trajectory is still somewhat localized around Na6O4+ octahedral units. When Li+ ions are introduced into the Na+ sites, the long-range transportation of Na+ over half of the unit cell can be observed. The co-existence of smaller Li+ ions, therefore, induces knocking-on effects to promote the transportation of the bigger Na+ ions. The overall Na+/Li+ ion trajectories for Na3LiS0.5O0.5I2 are presented in Fig. S5,† where continuous two-dimensional channels between the layered structural units are clearly revealed. The basic layered structural units are maintained over the AIMD process at such an elevated temperature, indicating high material stability together with high mobility of alkali ions. Such a theoretical observation is similar to the Li+ effect on Mg2+ in the hybrid Li+/Mg+ cathode.7 Huang et al.66 and Du et al.67 reported that a tiny amount of Li+ substitution of Na+ in sodium oxide cathodes NaxTMO2 led to significantly improved electrochemical kinetics and cycling performances, which may be attributed to the same reason as for enhanced Na+ transportation.
From an equilibrium point of view, equilibration associated with depletion of Na+ typically involved with a high voltage cathode material can be investigated by ATAT simulation over Na3(1−y)Li1−xS0.5O0.5I2 (0 ≤ x, y ≤ 1). The identified stable structures are shown in Fig. 9(b), with their corresponding electrochemical potential shown in Fig. 9(a). It is encouraging to note that the lattice mismatches between neighbouring layers are rather limited (2.5–8%), which helps to maintain mechanical integrity when such an interfacial reaction occurs during service.
Fig. 9 Electrochemical potentials (a) for ground-state stable structures of Na3(1–y)Li1–xS0.5O0.5I2 (0 ≤ x, y ≤ 1) from ATAT simulation. (b) Percentages on the right refer to lattice mismatches. |
The three stable phases owing to sodium depletion from the optimized electrolyte Na3LiS0.5O0.5I2 are NaLiS0.5O0.5I2, Na0.25LiS0.5O0.5I2 and LiS0.5O0.5I2. The layered structures are largely maintained throughout the sodium depletion process across the three phases, with electrochemical potential (calculated by eqn (2)) increasing with decreasing Na+ content. As the redox potential of Na+/Na is 0.34 V higher than that of Li+/Li, only sodium can deposit or dissolve at the anode, while the Na+ and Li+ hybrid electrolyte acts as an ion reservoir to supply or receive Na+/Li+ during the discharge/charge process. The electrochemical window for the electrolyte Na3LiS0.5O0.5I2 is from 0 to 2.1219 V, and the maximum oxidation voltage plateau reaches 4.71 V through sodium depletion over the Na0.25LiS0.5O0.5I2|LiS0.5O0.5I2 equilibration.
This means that LiS0.5O0.5I2 and metallic sodium can be used as an electrochemically compatible cathode and anode with the Na3LiS0.5O0.5I2 to form a solid sodium battery of Na|Na3LiS0.5O0.5I2|LiS0.5O0.5I2, with evolution of interfacial solid phases being mechanically and electrochemically compatible with the electrolyte and the cathode.16,61,70 The density of states (DOS) for LiS0.5O0.5I2 with metallic characteristics is displayed in Fig. S8,† which indicates that it is a good electronic conductor as a cathode.
In an optimized battery structure, one can make use of a graded battery structure, with each layer being a stable phase, as shown in Fig. 10. The Li content is maintained in such a graded cell, with the change of Na content owing to charging/discharging leading to NaLi0.5O0.5I2 and Na0.25LiS0.5O0.5I2. Such a cell construction is thus thermodynamically compatible in service. Mechanical integrity can also be readily maintained in such a graded solid battery, owing to the limited lattice mismatch between the layers of materials. The high contents of sodium across materials in the graded layers are helpful to deliver high capacity for the full battery. As is indicated in Fig. 10, the corresponding capacities for Na3LiS0.5O0.5I2, NaLiS0.5O0.5I2, and Na0.25LiS0.5O0.5I2 are 302.6 mA h g−1, 173.91 mA h g−1, and 115.15 mA h g−1. The theoretical limit for energy density of a full cell, on the basis of balanced capacities, is over 320 W h kg−1 (the maximum energy density of the materials system, undergoing equilibration over Na depletion, corresponds to the area under the capacity lines in Fig. 10, being 967 W h kg−1). Such a hybrid rechargeable ion battery system is of great potential to outperform the current state-of-the-art battery systems, so that high battery voltage and capacity can be achieved at the same time.
Fig. 11 The projected density of states calculated using the HSE06 functional: (a) Na4S0.5O0.5I2; (b) Na3LiS0.5O0.5I2. |
The optimized electrolyte is compatible with the sodium anode both thermodynamically and electrochemically. Depletion of sodium at elevated voltages leads to formation of stable compounds suitable for compatible cathode materials. This enables construction of high capacity full batteries based on graded layers covering electrolyte and cathodes. The theoretical energy density for a graded battery is over 320 W h kg−1, which is fundamental for high performance solid sodium ion batteries.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: 10.1039/c9ta02166c |
This journal is © The Royal Society of Chemistry 2019 |