Kent J Griffith1, Ieuan D Seymour1,2, Michael A Hope1, Megan M Butala3, Leo K Lamontagne3, Molleigh B Preefer3, Can P Koçer4, Graeme Henkelman2, Andrew J Morris5, Matthew J Cliffe1,6, Siân E Dutton4, Clare P Grey1. 1. Department of Chemistry , University of Cambridge , Cambridge CB2 1EW , United Kingdom. 2. Department of Chemistry and the Oden Institute for Computational Engineering and Sciences , The University of Texas at Austin , Austin , Texas 78712 , United States. 3. Materials Department and Materials Research Laboratory , University of California , Santa Barbara , California 93106 , United States of America. 4. Cavendish Laboratory , University of Cambridge , Cambridge CB3 0HE , United Kingdom. 5. School of Metallurgy and Materials , University of Birmingham , Edgbaston, Birmingham B15 2TT , United Kingdom. 6. School of Chemistry , University of Nottingham , University Park, Nottingham NG7 2RD , United Kingdom.
Abstract
TiNb2O7 is a Wadsley-Roth phase with a crystallographic shear structure and is a promising candidate for high-rate lithium ion energy storage. The fundamental aspects of the lithium insertion mechanism and conduction in TiNb2O7, however, are not well-characterized. Herein, experimental and computational insights are combined to understand the inherent properties of bulk TiNb2O7. The results show an increase in electronic conductivity of seven orders of magnitude upon lithiation and indicate that electrons exhibit both localized and delocalized character, with a maximum Curie constant and Li NMR paramagnetic shift near a composition of Li0.60TiNb2O7. Square-planar or distorted-five-coordinate lithium sites are calculated to invert between thermodynamic minima or transition states. Lithium diffusion in the single-redox region (i.e., x ≤ 3 in LixTiNb2O7) is rapid with low activation barriers from NMR and DLi = 10-11 m2 s-1 at the temperature of the observed T1 minima of 525-650 K for x ≥ 0.75. DFT calculations predict that ionic diffusion, like electronic conduction, is anisotropic with activation barriers for lithium hopping of 100-200 meV down the tunnels but ca. 700-1000 meV across the blocks. Lithium mobility is hindered in the multiredox region (i.e., x > 3 in LixTiNb2O7), related to a transition from interstitial-mediated to vacancy-mediated diffusion. Overall, lithium insertion leads to effective n-type self-doping of TiNb2O7 and high-rate conduction, while ionic motion is eventually hindered at high lithiation. Transition-state searching with beyond Li chemistries (Na+, K+, Mg2+) in TiNb2O7 reveals high diffusion barriers of 1-3 eV, indicating that this structure is specifically suited to Li+ mobility.
TiNb2O7 is a Wadsley-Roth phase with a crystallographic shear structure and is a promising candidate for high-rate lithium ion energy storage. The fundamental aspects of the lithium insertion mechanism and conduction in TiNb2O7, however, are not well-characterized. Herein, experimental and computational insights are combined to understand the inherent properties of bulk TiNb2O7. The results show an increase in electronic conductivity of seven orders of magnitude upon lithiation and indicate that electrons exhibit both localized and delocalized character, with a maximum Curie constant and Li NMR paramagnetic shift near a composition of Li0.60TiNb2O7. Square-planar or distorted-five-coordinate lithium sites are calculated to invert between thermodynamic minima or transition states. Lithium diffusion in the single-redox region (i.e., x ≤ 3 in LixTiNb2O7) is rapid with low activation barriers from NMR and DLi = 10-11 m2 s-1 at the temperature of the observed T1 minima of 525-650 K for x ≥ 0.75. DFT calculations predict that ionic diffusion, like electronic conduction, is anisotropic with activation barriers for lithium hopping of 100-200 meV down the tunnels but ca. 700-1000 meV across the blocks. Lithium mobility is hindered in the multiredox region (i.e., x > 3 in LixTiNb2O7), related to a transition from interstitial-mediated to vacancy-mediated diffusion. Overall, lithium insertion leads to effective n-type self-doping of TiNb2O7 and high-rate conduction, while ionic motion is eventually hindered at high lithiation. Transition-state searching with beyond Li chemistries (Na+, K+, Mg2+) in TiNb2O7 reveals high diffusion barriers of 1-3 eV, indicating that this structure is specifically suited to Li+ mobility.
Next-generation energy
storage materials with fast recharging and
high power capability are of immediate interest to accelerate widespread
electric vehicle adoption.[1] Improved high-rate
and high-capacity energy storage performance would also enable quick-charging
portable devices and power-intensive tools, as well as not yet feasible
applications that require power higher than that of conventional batteries
and charge storage greater than that of supercapacitors. For negative
electrodes (anodes) in rechargeable lithium ion batteries, graphite
and other materials (e.g., silicon) that store a large quantity of
lithium in a potential range close to the Li+/Li redox
couple are favored for high-energy density applications. However,
large overpotentials and spatial overpotential inhomogeneities at
high current densities can lead to lithium plating on the surface
of low-voltage electrodes.[2−6] When lithium deposits as mossy or dendritic structures[7−10]—rather than plating smoothly onto a Li anode—the cell
can short-circuit and undergo rapid heating that may lead to a battery
fire/explosion.[11−14]In order to overcome the inherent challenges associated with
the
use of low-voltage electrode materials in high-rate applications,
a series of higher-voltage anode material candidates are emerging.
Lithium titanate spinel, Li4Ti5O12, is the most established of these with an average voltage of 1.55
V vs Li+/Li and an accessible capacity of about 150 mA
h g–1, while other candidates include bronze-related
TiO2(B),[15−18] T-Nb2O5,[19−22] Nb18W16O93,[23] and crystallographic
shear (cs) structures such as Nb16W5O55[23] and TiNb2O7.[24−31] An average lithiation potential of ca. 1.5 V lowers the energy density
at the full cell level in comparison to the standard graphite anode
at ca. 0.1 V; however, high-voltage oxide anodes preclude dendrite
formation even under very high current density lithiation, limit SEI
formation, do not suffer the degradation of graphite at high rates,
and can still offer reasonable cell energy with high density atomic
structures and particle morphologies.Crystallographically,
TiNb2O7 belongs to
a family of compounds known as Wadsley–Roth phases: block phases
exhibiting crystallographic shear planes at the borders of ReO3-like regions (blocks) of corner-shared octahedra. TiNb2O7 (Figure ) comprises blocks that are three octahedra wide and three
octahedra long, and the blocks are infinitely connected in each plane
(as opposed to blocks separated by tetrahedra in e.g. TiNb24O62 or the niobium tungsten oxides); this motif is denoted
(3 × 3)∞. TiNb2O7, the
most titanium-rich ternary member of the mixed TiO2–Nb2O5 series,[32,33] has demonstrated promise
for its high rate capability in various nanostructures and its high
theoretical capacity. A capacity of 232.7 mA h g–1 would be expected on the basis of one-electron reductions of Ti4+ to Ti3+ and Nb5+ to Nb4+ (i.e., Li3TiNb2O7), with additional
capacity reported through multielectron redox or “overlithiation”
beyond one lithium per transition metal (Li/TM). Previous studies
have focused on aspects of the structural mechanism of lithiation
in TiNb2O7[34,28,35] and performance-optimizing synthetic strategies.[26−28,30,36−41] In addition to the generic challenges associated with implementing
nanostructured particles for energy storage—cost, stability,
and scalability[42]—TiNb2O7 also specifically exhibits problematic gas evolution
that is exacerbated by high-surface-area morphologies.[41] In this work, we approach the fundamental aspects
of electrochemical energy storage in TiNb2O7 by studying the lithiation of low-surface-area, micrometer-scale
particles. A combined experimental and computational quantitative
analysis is performed to understand the lithium and electron transport
properties that enable high-rate performance in large particles of
this wide-band-gap oxide. This has implications for many other insulating
early-transition-metal oxide electrode candidates with d0 electron configurations.
Figure 1
Crystal structure of
the Wadsley–Roth phase TiNb2O7. (a) The
(3 × 3)∞ blocks of
ReO3-like octahedra are shaded; purple and green shaded
blocks are offset by 1/2b in the structure. (b) Thirty-atom
unit cell structure of TiNb2O7 used in DFT calculations.
The five symmetrically distinct transition-metal (M) sites are labeled
M1–M5, following the nomenclature of
Perfler et al.[1] The two types of infinite
tunnels along the b axis are labeled T1 and T2.
Crystal structure of
the Wadsley–Roth phase TiNb2O7. (a) The
(3 × 3)∞ blocks of
ReO3-like octahedra are shaded; purple and green shaded
blocks are offset by 1/2b in the structure. (b) Thirty-atom
unit cell structure of TiNb2O7 used in DFT calculations.
The five symmetrically distinct transition-metal (M) sites are labeled
M1–M5, following the nomenclature of
Perfler et al.[1] The two types of infinite
tunnels along the b axis are labeled T1 and T2.Solid-state nuclear magnetic resonance (NMR) spectroscopy
is a
versatile probe of local atomic and electronic structure, as well
as ion dynamics, that has been widely applied to study transport and
failure mechanisms in electrochemical energy storage materials.[43,44] As NMR spectra are sensitive to localized paramagnetism and delocalized
Pauli paramagnetic effects (known as Knight shifts) as well as diamagnetic
shielding from local coordination environments, we follow the changes
that lithium insertion induces in the electronic and magnetic properties
of TiNb2O7.Nuclear magnetic relaxation
is mediated by fluctuations on the
time scale of the nuclear Larmor frequency (ω0).
Thus, when diffusion modulates the NMR couplings (e.g., dipolar, quadrupolar,
and/or hyperfine), T1 relaxation serves
as a probe of atomic motion.[45−47] The time variation of the 7Li z magnetization can be derived from the
spectral density function of the motion, J(ω).
Assuming that the correlation function for the diffusional motion
is monoexponential, it is possible to compute the spectral density;
this is the basis of the well-established Bloembergen–Purcell–Pound
(BPP) model for analyzing relaxation due to atomic motion.[48] Here, the 7Li NMR relaxation in LiTiNb2O7 is examined over a wide temperature range, ca. 300–1000 K,
and motional activation energies are extracted as a function of lithiation,
i.e. state of charge. In favorable cases, where a T1 minimum can be identified, it is possible to extract
the lithium diffusivity via the Einstein–Smoluchowski relation.
These NMR results are correlated with complementary analyses including
magnetic susceptibility, electronic conductivity, and multipurpose
density functional theory (DFT) calculations.Ab initio calculations
complement the experimental results by evaluating
the cation configurations and predicting diffusion pathways and energy
barriers, as well as the local environments. First of all, calculations
on the host TiNb2O7 crystallographic shear structure
set the scene for further calculations of lithium kinetics and spectroscopic
signatures. Due to the mixed occupancy of Ti and Nb on the five crystallographically-distinct
octahedral metal sites in TiNb2O7, cation configurations
were enumerated and their energies minimized and thermodynamically
ranked. Once lithium ions were added, a single-ended transition state
searching method based on hybrid eigenvector following (HEF) was used
in this work to explore minima and transition states on the complex
potential energy landscape, without prior knowledge of the final states
along the reaction pathway.[49] Using the
HEF approach, the facile and highly anisotropic nature of Li diffusion
in TiNb2O7 is rationalized. In principle, established
double-ended transition state searching methods such as the nudged
elastic band (NEB) approach[50,51] can also be used to
determine the activation barrier for e.g. lithium or sodium hopping[52] when the initial and final states along the
conduction pathway are known, such as in layered oxides and spinels
with well-defined ionic diffusion pathways. However, given the lack
of prior knowledge of the transition and final states along the reaction
pathways in TiNb2O7, the HEF approach is more
appropriate for initial exploration of the landscape.There
have been a few reports on Na+ intercalation into
TiNb2O7, in which the bulk material exhibited
very low capacity, although the performance could be improved by nanosizing
of the particles.[53−56] There have been a dearth of reports of intercalation of other promising
“beyond Li ion” cations such as K+ and Mg2+ into the TiNb2O7 structure, and yet
this, and related phases, show tunnel structures that should be able
to accommodate these ions. After establishing the HEF theoretical
framework to determine lithium mobility, it is straightforward to
extend the method to other intercalants, as illustrated in this work.Overall the work shows that the high-rate capability of TiNb2O7 is related to rapid lithium mobility within
the Wadsley–Roth block motifs down the tunnels along the b axis and also between intrablock tunnels. The specific
activation energies are a function of the Ti/Nb ordering; however,
irrespective of cation ordering, cross-block diffusion is negligible
due to the high electrostatic repulsion at the shear planes of edge-sharing
octahedra. Electronically, the structure undergoes a transition from
(partially) localized to delocalized behavior as the concentration
of lithium increases, with evidence that localization occurs primarily
on titanium.
Experimental and Computational
Methods
Synthesis
The samples investigated in this work were
prepared by ball-milling a 1:1 stoichiometric ratio of TiO2 (Alfa, 99.9%, anatase) and Nb2O5 (Alfa, 99.9985%,
H polymorph) for 90 min in a zirconia ball mill (Spex 8000 M Mixer/Mill),
pressing the powder into pellets at 600 MPa with a stainless-steel
die set, sanding the pellet surfaces, and heating the pellets in air
at 1623 K for 96 h with a 10 K min–1 heating rate
and natural cooling in the furnace (Carbolite, HTF 1700).
X-ray Diffraction
Phase purity was examined by X-ray
diffraction on a laboratory Panalytical Empyrean diffractometer with
a Cu Kα source and a rotating sample stage in Bragg–Brentano
reflection geometry. The data were recorded from 5 to 80° 2θ
in steps of 0.0167° at a rate of 3.75° min–1. Data analysis and Rietveld refinement[57] were performed with GSAS-II,[58] and the
structure visualization utilized VESTA 3.4.[59]
Scanning Electron Microscopy (SEM)
SEM was conducted
on a Sigma VP instrument (Zeiss) at 3.0 kV with secondary electron
detection. To prepare the sample, TiNb2O7 powder
was suspended in ethanol and dropped from a pipette onto a holey-carbonCu-grid TEM sample holder.
X-ray Photoelectron Spectroscopy (XPS)
A Kratos Axis
Ultra instrument was used to perform XPS with a monochromatic Al Kα
source at 14.87 keV. Photoelectrons at pass energies of 80 eV were
detected with a multichannel detector. The spectrum was analyzed using
the CasaXPS software.
Diffuse Reflectance Spectroscopy
UV–visible
spectrophotometry was measured with a Varian Cary 50 Bio instrument
from 200 to 800 nm wavelengths. The sample was measured as a dry powder
dispersed onto a quartz slide; the background was subtracted, and
three measurements were averaged.
Tap Density
Powder
tap density was recorded on an AutoTap
(Quantachrome Instruments) instrument operating at 257 taps per minute.
The measurement was performed according to ASTM international standard
B527-15, modified to accommodate a 10 cm3 graduated cylinder.
Electrochemistry
Composite electrode films for electrode
performance studies were prepared with bulk TiNb2O7 powder, conductive carbon (Super P, Timcal), and a polymeric
binder (polyvinylidene difluoride, Kynar, HSV 900) in an 8:1:1 mass
ratio. First, the oxide and carbon were ground together with an agate
mortar and pestle. This mixture was then homogenized in a solution
of PVDF dissolved in N-methyl-2-pyrrolidone (NMP,
Sigma, 99.5%, anhydrous) to create a viscous slurry that was spread
onto Cu foil with a doctor blade. Residual solvent was removed from
the film by drying in a furnace at 60 °C overnight. Circular
electrodes of 1.27 cm2 were cut with a punch press with
a low electrode active material loading of 1.0 mg cm–2 to minimize overpotentials and focus on inherent micrometer particle
properties; no calendaring steps were used in this work. Pure LiTiNb2O7 pellet electrodes of 100–550 mg were prepared for physical
property measurements and structure characterization studies by pressing
the powder into circular or bar-shaped free-standing pellets at 150
MPa without the presence of any conductive additive or binding agent
(up to x ≤ 3.5). Highly lithiated samples
(x ≥ 3.75 in LiTiNb2O7) for ex situ spectroscopic
characterization required some conductive additive and binder and
were prepared as free-standing pellets in an 8:1:1 mass ratio with
Super P carbon (Timcal) and polytetrafluoroethylene (PTFE, Sigma,
spheres) without the use of solvents or current collectors. After
cycling, pellets were extracted from the cells and rinsed three times
with 2 mL of dimethyl carbonate (DMC, Sigma, ≥ 99%, anhydrous).
Electrochemical testing and sample preparation were conducted in stainless-steel
2032-type coin cells or Swagelok cells (conductivity measurements
only) with a lithium metal anode (99.95%, LTS Research) and 1.0 M
LiPF6 in ethylene carbonate/dimethyl carbonate (1/1 v/v,
Sigma, battery grade) liquid electrolyte. Electrochemical measurements
were performed with Biologic potentiostat/galvanostat instruments.
All potentials in this work are quoted relative to Li+/Li,
and C rates are defined with respect to the reduction
of one electron per transition metal (e.g., C/5 =
232.6 mA h g–1/5 h = 46.5 mA g–1).
Solid-State Nuclear Magnetic Resonance Spectroscopy
Measurements of 6Li and 7Li solid-state NMR
were performed at 11.75 T (Bruker Ascend wide-bore magnet) and 16.44
T (Bruker Ultrashield wide-bore magnet) with Bruker Avance III spectrometers;
variable-temperature 7Li NMR experiments were conducted
at 9.402 T (Bruker Ultrashield wide-bore magnet) with a Bruker Avance
spectrometer. The 6Li Larmor frequency is 103.0 MHz at
16.44 T and 73.60 MHz at 11.75 T. The 7Li Larmor frequency
is 272.1 MHz at 16.44 T, 194.4 MHz at 11.75 T, and 155.6 MHz at 9.402
T. For ambient-temperature measurements, samples were packed into
a 4.0 mm ZrO2 rotor with a Kel-F cap and measured in a
Bruker 4.0 mm magic angle spinning (MAS) probe at 12.5 kHz MAS frequency.
Variable-temperature (VT) NMR relaxometry was performed with a Bruker
7.0 mm laser probe with samples packed into a 7.0 mm ZrO2 rotor with a ZrO2 cap and spun at 4 kHz MAS frequency.
Temperature calibration of these experiments was performed with KBr
(Sigma, ≥ 99.0%).[60] Sample temperatures
are reported with an estimated accuracy of ±10 K for 293–473
K and ±20 K for 473–973 K.[47] Higher-resolution high- and low-temperature VT NMR was performed
on Li0.60TiNb2O7 center-packed with
polytetrafluoroethylene (PTFE) ribbon in a 4.0 mm ZrO2 rotor
with a ZrO2 cap and spun at 10 kHz MAS frequency. Temperature
calibration of the 4.0 mm probe measurements was performed ex situ
with Pb(NO3)2 (Sigma) with an estimated accuracy
of ±5 K. One-dimensional 7Li experiments at 9.402
T were performed with a 2.5 μs π/2 excitation pulse and
a recycle delay of 1.5–3.0 s, based on the observed T1 relaxation such that the recycle delay was
always greater than 5T1 to ensure ≥99.3%
quantitative spectra. T1 relaxation times
were measured with a saturation recovery pulse sequence. One-dimensional 6Li and 7Li spectra at 11.75 T were recorded with
1.0 and 2.0 μs π/2 pulses and relaxation delays of 3–20
and 5 s, respectively. Phase-cycled single pulse (π/2–acquire)
and rotor-synchronized Hahn echo (π/2−τ–π–τ–acquire)
experiments were performed. Due to the low natural abundance (nonenriched
samples) and low Larmor frequency of 6Li, between 512 and
18828 time-domain free induction decays (FIDs) were coadded before
Fourier transform to achieve signal to noise (S/N) >50. For all 7Li 1D spectra, 64 scans were
sufficient for S/N >500 for the
central transition. 6Li and 7Li NMR shifts were
externally referenced to a 1.0 M aqueous solution of LiCl at 0.0 ppm.The isotropic shift δiso is defined in the Haeberlen
convention with the chemical shift anisotropy
CSA
taken as CSA = δ – δiso and the shift asymmetry
ηCSA given by . In this definition, the principal components
of the shift tensor are ordered such that |δ – δiso| ≥ |δ – δiso| ≥ |δ – δiso|. N.b.: this definition of CSA is sometimes referred to as
the reduced anisotropy, which is equal to two-thirds of the “full”
anisotropy used by some authors and programs. The
quadrupolar coupling constant CQ is defined
by the nuclear quadrupole moment Q (QLi-7 = −4.00(3) fm2)[61] and the largest principal component of the electric
field gradient (EFG) at the nucleus VZZ according to where e is the
electric
charge and h is Planck’s constant. The quadrupolar
asymmetry parameter ηQ is also defined by the EFG
tensor components as ordered
such that |V| ≥
|VY| ≥ |V|.
Magnetic
Susceptibility
The magnetic susceptibility
of LiTiNb2O7 was measured with a Quantum Design Magnetic Property
Measurement System 3 (MPMS) superconducting quantum interference device
(SQUID) magnetometer. Samples of ∼20 mg of pure LiTiNb2O7 powder
were packed into a polypropylene holder, snapped into a brass rod,
and wrapped with a single layer of Kapton tape. Lithiated samples
were packed in an argon glovebox containing less than 1 ppm of oxygen
or water. Field-cooled susceptibility was measured from 400 to 2 to
400 K in an applied field of 0.1 T. The small-field approximation
was used for the susceptibility, assuming χ(T) = dM/dH ≈ M/H, where M is the magnetization
and H is the magnetic field intensity.
Electric Conductivity
The conductivity of bar pellets
of LiTiNb2O7 were measured under vacuum from room temperature to
150 K with a home-built four-point probe apparatus. The lithiated
pellets were prepared by cold pressing pure TiNb2O7, assembling the pellets into Swagelok cells vs Li metal (as
above), electrochemically lithiating to a desired stoichiometry, extracting
and rinsing the lithiated pellets with dimethyl carbonate in an argon
glovebox, and applying contacts with a silver epoxy onto the surface
of the pellet. The nominal composition of each pellet was determined
coulometrically, which assumes that every electron transferred corresponds
to a Li ion intercalating into the host; this assumption is reasonable
over the voltage window within the stability region of the organic
carbonate electrolyte and in the absence of carbon or binder.
Density
Functional Theory Calculations
The computational
methods and codes are outlined here; see the Supporting Information for an expanded technical description. All electronic
energies and forces in this work were calculated with DFT using the
Perdew–Burke–Ernzerhof (PBE) functional[62] in the VASP code[63] with projector
augmented wave (PAW) pseudopotentials.[64] The energetics of Ti and Nb disorder were studied by enumerating
all symmetrically distinct Ti/Nb orderings in a Ti3Nb6O21 cell using the CASM package.[65,66] Changes in the electronic structure at the initial stages of lithiation
were studied in a 1 × 3 × 1 supercell of TiNb2O7 produced from one of the lowest energy Ti/Nb orderings
found from enumeration. To study the nature of electronic charge localization
in the TiNb2O7 structure, a single electron
was doped into the ordered supercell in the presence of a charge-neutralizing
background. As it has previously been demonstrated that standard DFT
fails to predict the correct localization behavior of electronic charge
in analogous systems such as TiO2[67,68] and Nb12O29,[69] the
electronic structure was also studied with the inclusion of a Hubbard U correction (DFT+U).[70] The rotationally invariant form of DFT+U proposed by Liechtenstein et al. was used with the PBE functional
(PBE+U).[71]U values of 5.2 eV were applied to Ti and Nb (UTi:Nb) or Ti only (UTi). An exchange
parameter, J, of 1 eV was applied in both cases.
To create a distortion of the lattice to promote polaron localization,
ab initio molecular dynamics (AIMD) calculations were performed with
either PBE or PBE+U at 400 K.[72]Single-ended transition state searches of Li transport
were performed using the hybrid eigenvector following (HEF) approach[49,73,74] in the OPTIM code, with energies
and forces taken from VASP using standard PBE. For an initial input
structure, the HEF approach uses a variational procedure to find the
smallest Hessian eigenvalue and corresponding eigenvector by minimizing
the Rayleigh–Ritz ratio, followed by tangent space minimization
as outlined in ref (73). The eigenvectors found by the variational procedure are then followed
uphill until the transition state is reached. Once the transition
state geometry has been located, the corresponding minima are found
by displacing atoms at the transition state along the transition state
eigenvector in the positive and negative directions followed by optimization
of the atomic positions. The energies of the transition state, ET, and initial and final minima, Einitial and Efinal, respectively,
are computed with the single-ended HEF approach without previous knowledge
of the final state.The 7Li paramagnetic NMR properties
of the different
local Li environments in the TiNb2O7 supercell
were calculated with the VASP code with standard PBE according to
the methodology as described in detail in previous studies.[75−77] The size of the Fermi contact shift on 7Li was predicted
by calculating the unpaired spin density, ρN(0),
at the Li nuclear position in the ferromagnetic state with nominally
0 K DFT. ρN(0) can be related to the isotropic hyperfine
coupling constant Aiso as outlined in
refs (75 and 78). The value of Aiso at 0 K was then scaled into the paramagnetic
regime with a scaling factor, Φ, to give an isotropic Fermi
contact shift, δiso, via the relation , where ν0 is the Larmor
frequency of 7Li.[75] For a system
with Curie–Weiss type magnetization, Φ is defined as , where ge is
the free electron g factor, μB is
the Bohr magneton, B0 is the external
magnetic field, μeff is the effective magnetic moment, S is the formal spin, T is the temperature,
and Θ is the Weiss constant. The values of δiso in this work were calculated in supercell structures with a single
electron on a d1 transition metal, and
so the formal spin-only values of S = 1/2 and μeff = 1.73 μB were used with Θ set to
0 K. A value of T = 340 K was used to account for
frictional heating during MAS. The anisotropic components of the hyperfine
tensor, A, were also calculated
at 0 K and scaled into the paramagnetic regime with Φ, analogous
to the equation for δiso, to give the electron–nuclear
dipolar shift components, δD where ii = xx, yy, zz corresponds
to the principal axis of the tensor.[75,78] The reduced
electron–nuclear dipolar anisotropy, ΔδD, and asymmetry, ηD, are defined analogously
to CSA and ηCSA. In addition to the hyperfine parameters,
the EFG tensor V at the 7Li nucleus was also
calculated and used to compute CQ.
Results
Electrochemical
Features and Lithium Ion Battery Performance
of Bulk TiNb2O7
The electrochemical
properties of TiNb2O7 have been reported for
a variety of particle sizes/morphologies and electrode preparations.[79,24,28,37,80] In this work, a series of analytical and
performance tests on undoped, bulk TiNb2O7 establish
a base from which to understand our experimental and computational
results on the inherent or native host properties of the material.
The material was prepared with standard high-temperature solid-state
synthesis methods and analyzed for phase and compositional purity
with powder X-ray diffraction and X-ray photoelectron spectroscopy
(Figure S1 in the Supporting Information).
Electrodes of micrometer-scale TiNb2O7 particles
(Figures S2 and S3 in the Supporting Information)
with a tap density of 2.8(1) g cm–3 were assembled
in standard coin cells and cycled against lithium metal. Electrodes
with low areal mass loading levels were used to explore the inherent
properties of these micrometer-sized particles. At a modest rate of C/5, the discharge and charge profiles (Figure a) can be divided into three
regions: (i) an initial sloping profile for ca. 60 mA h g–1, (ii) a flatter, “plateau-like” region until ca. 150–200
mA h g–1, and (iii) another sloping region that
extends into the multielectron redox region beyond 232.6 mA h g–1 and continues below 1.0 V (Figure S4 in the Supporting Information). X-ray absorption spectra
at the Ti and Nb K-edges indicate that both titanium and niobium are
simultaneously reduced throughout discharge.[28] These regions can also be observed in the derivative plot (Figure b). Though we reserve
the discussion until later in the text, we note here that the electrochemical
regions are less well-defined in TiNb2O7 than
in some other cs phases. The charge storage capacity attained at C/5 was between 300 and 350 mA h g–1,
depending on the lower voltage limit (Vmin) (Figure c). The
accessible capacity drops noticeably to 225–250 mA h g–1 at 2C, decreasing further at higher
rates but maintaining 100–140 mA h g–1 at
20C. The bulk particles are also stable for at least 1000 cycles with
>90% capacity retention (Supplementary Figure S5). Similarly to several other niobium-based oxides,[21,23,81] the electrochemical results suggest
that, under these conditions, there is little apparent benefit from
nanostructuring these materials for energy storage applications. The
influence of mass loading, electrode calendering, and various carbon
or electrolyte additives are important to optimize battery performance
but are outside the scope of this fundamental study.
Figure 2
Electrochemical profiles
and performance of TiNb2O7 vs Li as a function
of rate from C/5 to
100C. (a) Galvanostatic potential vs capacity profiles
and (b) dQ/dV curves. In the dQ/dV plot, discharge curves have negative
values and charge curves have positive values. (c) Rate test data
under galvanostatic conditions with no potentiostatic hold (i.e.,
CC cycling) obtained on cycling the materials from 3.0 V to 1.0, 1.1,
and 1.2 V. The discharge and charge curves in (a) and (b) correspond
to the middle cycle of the variable rate data in (c) with a lower
voltage cutoff limit of 1.2 V.
Electrochemical profiles
and performance of TiNb2O7 vs Li as a function
of rate from C/5 to
100C. (a) Galvanostatic potential vs capacity profiles
and (b) dQ/dV curves. In the dQ/dV plot, discharge curves have negative
values and charge curves have positive values. (c) Rate test data
under galvanostatic conditions with no potentiostatic hold (i.e.,
CC cycling) obtained on cycling the materials from 3.0 V to 1.0, 1.1,
and 1.2 V. The discharge and charge curves in (a) and (b) correspond
to the middle cycle of the variable rate data in (c) with a lower
voltage cutoff limit of 1.2 V.
Electronic and Magnetic Evolution
The reaction of lithium
with TiNb2O7 to form ca. Li0.80TiNb2O7 is associated with a sloping voltage region
from the start of discharge (∼2.0 V) to 1.66(1) V. Magnetic
susceptibility (χ) measurements (Figure and Figure S6 in the Supporting Information) indicate paramagnetic behavior in
this region: the Curie constant (C), which measures
the localized paramagnetism, increases linearly with introduced electrons,
and thus lithium content, at low lithium concentrations. Beyond ca.
Li0.75TiNb2O7, the temperature-independent
contribution (χ0) to the total magnetic susceptibility
increases (Figure ). Despite the increase in d electrons at higher
lithiation, the absolute magnitude of C is less for
Li1.50TiNb2O7 than for the less lithiated
samples. This effect is even more dramatic when the localized paramagnetic
contribution is normalized to the number of lithium and electrons
transferred (C per Li). The increase in χ0 and decrease in C are both signatures of
the emergence of Pauli paramagnetism from delocalized electrons. Overall,
LiTiNb2O7 evolves from a diamagnetic insulator at x = 0 to host variable amounts of localized and delocalized electrons
as a function of lithium content. On the basis of the magnetic measurements,
the proportion of localized electrons is largest for low lithium contents,
while at high lithium contents, most electrons delocalize. This suggests
the emergence of metallic conductivity upon electrochemical lithiation.
Figure 3
Magnetic
constants of LiTiNb2O7. The temperature-dependent Curie constant
(C) and temperature-independent contribution to magnetic
susceptibility (χ0) are shown normalized to the amount
of sample (mol–1) and of lithium (molLi–1); the latter is equivalent to the number of d1 electrons in the system. The effective magnetic
moment per lithium (i.e., per d1 electron)
indicates partial Curie–Weiss paramagnetism at low x and nearly zero Curie–Weiss paramagnetic contribution
at high x.
Magnetic
constants of LiTiNb2O7. The temperature-dependent Curie constant
(C) and temperature-independent contribution to magnetic
susceptibility (χ0) are shown normalized to the amount
of sample (mol–1) and of lithium (molLi–1); the latter is equivalent to the number of d1 electrons in the system. The effective magnetic
moment per lithium (i.e., per d1 electron)
indicates partial Curie–Weiss paramagnetism at low x and nearly zero Curie–Weiss paramagnetic contribution
at high x.Four-point probe resistivity (ρ) measurements were recorded
for LiTiNb2O7 as a function of lithium content on non-sintered, polycrystalline,
cold-pressed bar pellets (Table ). From the previous measurements of Xing et al., a
room-temperature resistivity for TiNb2O7 of
109 Ω cm can be predicted.[82] However, upon lithiation to Li0.25TiNb2O7 (0.083 Li/TM, 19 mA h g–1) the room temperature
resistivity is 5 × 101 Ω cm (Table and Figure S7 in the Supporting Information), a decrease of over seven
orders of magnitude. Clearly the n-doping of insulating d0 TiNb2O7 via electrochemical reduction
increases the carrier concentration to convert this electronic insulator
into an effective conductor.
Table 1
Room-Temperature
Resistivity of LiTiNb2O7
nominal composition
Li/TM
capacity (mA h g–1)
resistivity @ 294 K (Ω cm)
TiNb2O7
0
0
1 × 109a
Li0.25TiNb2O7
0.083
19
5 × 101
Li0.50TiNb2O7
0.17
39
1 × 102
Li1.00TiNb2O7
0.33
78
7 × 102
Li1.50TiNb2O7
0.50
116
2 × 103
Li2.25TiNb2O7
0.75
174
2 × 103
Li3.00TiNb2O7
1.00
233
8 × 102
Room-temperature resistivity of
TiNb2O7 extrapolated from 450–1100 °C
data of Xing et al.[82] This polycrystalline
sample was sintered at high temperatures; the lithiated samples were
not sintered.
Room-temperature resistivity of
TiNb2O7 extrapolated from 450–1100 °C
data of Xing et al.[82] This polycrystalline
sample was sintered at high temperatures; the lithiated samples were
not sintered.The lithiated
polycrystalline samples were not hot-pressed out
of concern for stability at the high temperatures required for densification
of refractory oxides. It is thus likely that there is a significant
grain boundary contribution to the measured resistances and the values
reported here really represent a lower limit on the inherent conductivity
of LiTiNb2O7. Cava et al. observed that resistivity measurements
on non-sintered, polycrystalline, cold-pressed bar pellets of crystallographic
shear niobium oxides typically exhibit resistivity that is two orders
of magnitude higher than would be measured on single crystals and
one order of magnitude higher than would be measured on a sintered
pellet.[83] The resistivity appears to increase
for greater lithiation, but this too may have microstructural origins
related to grain boundaries and/or pellet expansion. These effects
account for the fact that the bulk resistivity measurements do not
show the metallic temperature dependence that would have been expected
on the basis of the magnetic susceptibility measurements. Nevertheless,
the resistivities of all samples over the range Li0.25TiNb2O7 to Li3.00TiNb2O7 are many orders of magnitude lower than that of the host compound
and compare favorably with other electrode materials.[84] The conductivity of highly lithiated TiNb2O7 is quantitatively similar to the measurement that Cava et
al. recorded on lithiated H–Nb2O5, which
exhibited a room-temperature resistivity of 4 × 103 Ω cm for H-Li1.8Nb2O5.[83]
Electronic Structure Calculations
Cation Ordering
Partial ordering of Ti and Nb ions
over the five distinct transition metal sites (M1–M5; Figure )
has been observed from single-crystal X-ray and powder neutron diffraction
studies of TiNb2O7.[35,85,86] In this work, the cation ordering was investigated
from first-principles calculations with the PBE functional in a 30-atom
(Ti3Nb6O21) cell (Figure b) to determine the enthalpic
ground-state host structure. The connectivity of the adjacent 3 ×
3 blocks leads to two different types of tunnels along the b axis of the cell, labeled T1 and T2 in Figure b. Two Ti4+ ions
occupied the M5 metal sites at the edge of tunnel T2 in
the four lowest energy structures, which is consistent with the experimental
studies. In the enumerated structures, the third Ti4+ ion
occupied one of the possible M1–M4 sites.
In the lowest energy structure, the M4 site on the edge
of the ReO3-like block was occupied by Ti4+,
although the energy difference between the other structures with Ti4+ at the M1 (40 meV f.u.–1),
M2 (20 meV f.u.–1), or M3 (30
meV f.u.–1) sites was small. The highest energy
structure contained Ti4+ ions solely on the M1 and M2 sites, and was 660 meV f.u.–1 above the ground state. At the synthesis temperature of 1623 K,
the thermal energy is approximately 140 meV, which suggests that there
will be significant disorder between Ti4+ and Nb5+, particularly on the M1–M4 sites.
Electronic Structure
It has been previously shown that,
on lithiation, the Ti4+ and Nb5+ species are
both reduced as electrons are introduced into the structure,[28] with Mulliken charges suggesting a greater degree
of reduction taking place on the metal sites at the corners of the
blocks (M3 and M5).[35] In transition-metal oxides, the localization of charge is often
accompanied by a local distortion of the lattice, forming a polaron
defect. To study the changes in the electronic structure on initial
reduction, an “ordered” 1 × 3 × 1 supercell
of TiNb2O7 containing Ti4+ ions on
the M5 and M1 sites was used. This structure
was chosen over the marginally lower energy Ti/Nb ordering with Ti
on M5 and M4 sites, due to the higher symmetry
of the former case, which decreased the number of inequivalent M sites.
A second, “disordered” 1 × 3 × 1 supercell
was also created in which the Ti and Nb ions were randomly distributed
over the Ti and Nb sites. After full structural optimization with
the PBE functional, the energy of the disordered TiNb2O7 cell was only 80 meV f.u.–1 higher in energy
than the lowest energy TiNb2O7 structure found
previously. A single electron was then doped into the ordered and
disordered structures in the presence of a charge-neutralizing background.
A local distortion of the lattice was produced with AIMD at 400 K
(see Supplementary Methods in the Supporting
Information), followed by optimization of the atomic positions with
PBE or PBE+U (UTi = 5.2
eV and UTi:Nb = 5.2 eV). The lattice parameters
for both systems were fixed to the undoped cell as optimized with
PBE. The densities of states of the optimized structures are shown
in Figure and Figure S8 in the Supporting Information.
Figure 4
Density of
states (DOS) for (a) pristine and (b) electron-doped
TiNb2O7 supercell calculated with the PBE functional.
(c) DOS of the electron-doped structure calculated with a Hubbard U correction on Ti (UTi = 5.2
eV). An enlarged view of the localized polaron state within the gap
is shown with a red box. The dashed black line indicates the Fermi
energy (EF). Magnetization density isosurface
for (d) delocalized and (e) localized electronic states predicted
with PBE and PBE+U, respectively. Spin density isosurfaces
are shown in purple. Isosurface levels of 0.001 and 0.005 a0–3 were used for (d) and (e), respectively. The
gray lines in (d) and (e) indicate the edges of the unit cell.
Density of
states (DOS) for (a) pristine and (b) electron-doped
TiNb2O7 supercell calculated with the PBE functional.
(c) DOS of the electron-doped structure calculated with a Hubbard U correction on Ti (UTi = 5.2
eV). An enlarged view of the localized polaron state within the gap
is shown with a red box. The dashed black line indicates the Fermi
energy (EF). Magnetization density isosurface
for (d) delocalized and (e) localized electronic states predicted
with PBE and PBE+U, respectively. Spin density isosurfaces
are shown in purple. Isosurface levels of 0.001 and 0.005 a0–3 were used for (d) and (e), respectively. The
gray lines in (d) and (e) indicate the edges of the unit cell.For the pristine ordered TiNb2O7 structure
without an additional electron (Figure a), the electronic structure calculated with PBE has
an optical gap of 1.87 eV between the valence and conduction bands,
which is consistent with previous DFT studies.[87] The underestimation of the energy gap in comparison to
the experimentally measured optical gap (3.06 eV, Figure S9 in the Supporting Information) is due to the self-interaction
error in standard DFT leading to an overly delocalized wave function.The introduction of an electron into the ordered TiNb2O7 structure results in a metallic state. During the AIMD
calculation there was a partial localization of the electron spin
(∼0.1 e–) on the M5 sites on the
edges of the tunnels as a result of local bond distortions. After
structural optimization with standard DFT, a spin-polarized state
at the bottom of the conduction band was formed (Figure b). The magnetization density
of the DFT structure (Figure d) is delocalized over multiple Ti/Nb sites, forming a spin-polarized
metallic state. The greatest amount of spin density is again localized
on the M sites at the edge of tunnel
T2, with the least spin density on the M1 sites in the
center of tunnel T1. The formation of a similar spin-polarized metallic
state is also observed for the disordered TiNb2O7 supercell calculated with standard DFT (Figure S10 in the Supporting Information).For both the ordered
and disordered structures, the addition of
a U correction results in a localized electronic
state within the original energy gap. In the ordered TiNb2O7 structure, UTi (Figure c) or UTi:Nb (Figure S8 in the Supporting
Information) corrections lead to a localized state that is primarily
of Ti character from the DOS, with integrated local magnetic moments
of 0.83 and 0.85 μB, respectively. The magnetization
density (purple) of the structure with UTi = 5.2 eV is shown in Figure e. A localization of the magnetization is clearly present
on a single Ti at the M5 site, which is coupled to an elongation
of the Ti–O bonds (Table S1 in the
Supporting Information), corresponding to the formation of a small
polaron. By starting the structural optimization from the metallic
DFT structure obtained with PBE, it was also possible to stabilize
a spin-polarized metallic state, analogous to Figure b, for a structure with a UTi correction applied. The resulting delocalized state
was 0.101 eV higher in energy than the localized, polaron state.In the disordered structure, the application of a UTi correction resulted in a localized polaron on an M3 site at the corner of tunnel T1, as shown in Figure S10b in the Supporting Information, with
a local magnetic moment of 0.87 μB. Application of
a U correction on both Ti and Nb (UTi:Nb), resulted in a localized polaron on two adjacent M5 Nb
sites (Figure S10c in the Supporting Information).
The magnetic moments of the two Nb sites in the polaron state were
0.33 and 0.36 μB.The localization of charge
with the application of a U parameter, as opposed
to the metallic state found with standard
DFT, is more consistent with the localized magnetic moments observed
from magnetic measurements and the Li NMR spectra (vide infra). Although
a spin-polarized state is not obtained with standard DFT, the preferential
reduction of the different M sites is still in qualitative agreement
with previous hybrid DFT studies.[35] The
exact location of polaron defects in the TiNb2O7 structure is sensitive to the initial structure and nature of the U correction, and the different site preference between
the ordered and disordered cells also suggests that the local Ti/Nb
environments will affect the charge localization.
Lithium Solid-State
NMR Spectroscopy
To understand
the lithium insertion process of TiNb2O7, 6Li and 7Li solid-state MAS NMR spectra were recorded
as a function of lithium content from Li0.10TiNb2O7 (0.033 Li/TM) to Li5.50TiNb2O7 (1.83 Li/TM) (Figure ). At the start of discharge a 7Li resonance is
observed at the composition Li0.10TiNb2O7 that fits well to a single Gaussian–Lorentzian (pseudo-Voigt)
line (Figure S11 in the Supporting Information).
Upon further lithiation, two resonances are observed; the major signal
(ca. 90% integrated intensity) shifts to lower frequencies on increasing
lithiation, reaching −10.7 ppm at Li0.60TiNb2O7 (Figure and Figure S12 in the Supporting
Information), which is well outside the typical range of diamagnetic
lithium. Hahn echo MAS NMR experiments also indicate a shorter T2 spin–spin relaxation constant for the
negatively shifted resonance (Figure S13 in the Supporting Information). Both the negative resonant frequency
and the shorter T2 of this signal suggest
an increased paramagnetic shift contribution, arising from localized
electrons on the niobium and titanium ions as they are reduced from d0 to d1 electronic
states in the first electrochemical region. This is in agreement with
the magnetic susceptibility data at low lithium content. Given the
paramagnetic origin of this shift, it is then surprising to observe
narrow NMR line shapes. To investigate this, high-resolution variable-temperature 7Li MAS NMR spectra of Li0.60TiNb2O7 were recorded below and above room temperature (Figure S14 in the Supporting Information). The
low-temperature NMR spectra show dramatic broadening of the negatively
shifted resonance, while the high-temperature spectra show further
line narrowing. These experiments suggest that the paramagnetic resonance
is partially motionally narrowed at room temperature—another
indication of the lithium mobility under ambient conditions in the
TiNb2O7 host material. Furthermore, the magnitude
of the paramagnetic shift decreases with increasing temperature, i.e.
the shift becomes less negative, confirming that the shift is paramagnetic
in origin (Figure S14 in the Supporting
Information).
Figure 5
6Li (solid lines) and 7Li (dashed
lines)
MAS NMR spectra of LiTiNb2O7. Single-pulse spectra were collected
in the range x = 0.10–5.50 (8–426 mA
h g–1) at an MAS frequency of 12.5 kHz and B0 = 11.7 T.
6Li (solid lines) and 7Li (dashed
lines)
MAS NMR spectra of LiTiNb2O7. Single-pulse spectra were collected
in the range x = 0.10–5.50 (8–426 mA
h g–1) at an MAS frequency of 12.5 kHz and B0 = 11.7 T.As the structure is further lithiated, the resonance shifts back
toward 0 ppm and the line shape can again be well described by a single
peak for Li1.20TiNb2O7. The NMR line
widths (full width at half-maximum, fwhm) decrease for samples within
the second, pseudoplateau-like electrochemical feature, indicating
increased motional averaging.The NMR spectra of lithium concentrations
corresponding to the
third, sloping region of the electrochemical profile are characterized
by a broad, asymmetric signal centered around 0 ppm; this signal can
be described with a simple two-component model (Figures S11 and S12 in the Supporting Information) for all
lithium contents greater than Li2TiNb2O7. While the fewest possible peaks were used to fit each NMR
line shape, more lithium sites and thus resonances are expected from
the crystal structure; this anomaly could be due to either very small
shift differences between lithium in magnetically inequivalent sites
or lithium exchange between different sites with an exchange frequency
greater than the separation between their isolated NMR shifts. Both
effects likely coexist in LiTiNb2O7 with a small shift range and rapid
lithium mobility. The small shift also suggests that the Knight shift
contributions, which could be core-polarization or orbital in nature,
either are very small or effectively cancel out.7Li NMR spectroscopy was complemented by high-resolution 6Li NMR spectroscopy (Figure ) across the entire lithiation series: the dipolar
and quadrupolar broadening mechanisms are suppressed for 6Li vs 7Li due to the smaller Larmor frequency and quadrupole
moment, respectively, of 6Li. The similarity of the isotropic
resonance line width trends between 6Li and 7Li for LiTiNb2O7 is evidence that the changes in broadening are not
caused by dipolar coupling between nuclei or quadrupolar coupling
between the nuclear quadrupole and the electric field gradient at
the nucleus but rather are due to nucleus-independent effects such
as solid-state exchange kinetics and distributions of environments.
7Li Paramagnetic NMR Calculations
The 7Li NMR parameters of the local Li minima (LiA–LiG) in the ordered supercell (LiTi9Nb18O63) were determined from first-principles calculations
to aid the assignment of the experimental NMR (Table S2 in the Supporting Information and discussion therein).
An in-depth discussion of the Li positions will be given below in
the context of the first-principles Li diffusion calculations. All
of the Li sites have a small, negative 7Li NMR Fermi contact
shift, ranging from −1 to −19 ppm, which is consistent
with experiment, accounting for motional exchange. The different local
environments in Table S2 in the Supporting
Information also experience different CQ values. The largest CQ value is computed
for the square-planar (LiO4) site in TiNb2O7 (see Lithium Diffusion Mechanism), as it has the most anisotropic local environment. Smaller CQ values in the range of 30–70 kHz are
predicted for sites with higher coordination (approximately LiO5) that leads to a more spherical charge distribution. The
experimental SSB manifold widths (Figure S15 in the Supporting Information) correspond to CQ values of ca. 70–250 kHz, which are in partial agreement
with the calculations, while they suggest that the effects of nondilute
lithium content, especially above 1.0 Li/TM, lead to larger CQ values and thus more distorted Li environments.
Variable-Temperature 7Li NMR Spectroscopy
Variable-temperature
NMR spectra were recorded over a large temperature
range with a laser-heated probe to measure lithium mobilities and
activation energies from motionally-induced nuclear relaxation, as
well as to investigate line shape evolution as a function of temperature.
For lithiated TiNb2O7, given the size of the
quadrupolar interaction relative to homonuclear dipolar coupling under
MAS, the motionally-induced fluctuations in the quadrupolar interaction
dominate the T1 relaxation, and hence
the relaxation data were converted to motional correlation times (τ)
according to BPP theory via the expressionwhere ω0 is the Larmor frequency, CQ is the nuclear quadrupolar coupling constant,
η is the quadrupolar asymmetry parameter, and I is the nuclear spin (I = 3/2 for 7Li).
This predicts that the T1 will exhibit
a minimum when ω0τ ≈ 1, from which the
correlation time can be determined directly at the temperature corresponding
to the T1 minimum. The observed T1 minima correspond to CQ values, within this model, of 130 kHz at low lithium content
to 200–210 kHz at high lithium content. In reality, there will
be multiple, possibly partially averaged, quadrupolar constants for
the different lithium sites and there should also be contributions
to the relaxation from dipolar interactions and unpaired electrons,
but the single-parameter quadrupolar model corresponds to CQ values that are consistent with the spectra. T1 minima were used directly to determine diffusion
coefficients. The activation energies (Ea) were extracted from Arrhenius fits () to regions on either side of the T1 minimum; temperatures below the T1 minimum
correspond to long τ, while temperatures
above the T1 minimum correspond to short
τ. Obtained Ea values were very
small, in the range of 20–85 meV in the low-temperature, slower
hopping region (ω0τ > 1) and 60–390
meV in the high-temperature, faster hopping region (ω0τ < 1) (Figure and Table S3 in the Supporting
Information). The observed asymmetry between the long- and short-τ
regimes has been ascribed to short- vs long-range mobility and differences
in dimensionality, which are both relevant in the case of TiNb2O7 (see Lithium Diffusion Mechanism). The activation barrier for this lithium motion is thus within
a small factor of room-temperature thermal energy (kBT = 25.7 meV at 298 K). The activation
energy for lithium hopping, especially in the high-temperature region,
increases drastically at high lithium content (Table S3 in the Supporting Information). This agrees with
the analysis of lithium kinetics from the galvanostatic intermittent
titration technique (GITT) (Figure S16 in
the Supporting Information), which shows that the chemical diffusion
coefficient of lithium is relatively constant during lithiation until
the composition reaches Li3TiNb2O7, noting that values during the pseudoplateau feature cannot be analyzed
by conventional GITT if they correspond to the presence of multiple
phases.[88] The lithium diffusion in lithium-stuffed
concentrations (>1 Li/TM) is nearly two orders of magnitude lower
than that in lithium-dilute concentrations.
Figure 6
7Li spin–lattice
relaxation constants for LiTiNb2O7 on an Arrhenius plot. T1 constants at
4 kHz MAS and 9.4 T were extracted from saturation recovery experiments
as a function of lithium composition and variable temperature via
laser heating.
7Li spin–lattice
relaxation constants for LiTiNb2O7 on an Arrhenius plot. T1 constants at
4 kHz MAS and 9.4 T were extracted from saturation recovery experiments
as a function of lithium composition and variable temperature via
laser heating.At the T1 minima, ω0τ ≈ 1; thus, at this
field the correlation time is τ
≈ 6 ns. This can be converted to a self-diffusion coefficient
(DLi) via the Einstein–Smoluchowski
relationwhere l is the lithium hop
distance and d is the dimensionality of diffusion.
As we will see from the DFT calculations (vide infra), the dimensionality
of local ion hopping in TiNb2O7 is restricted
3D (restricted by crystallographic shear planes), while long-range
diffusion is 1D along the parallel tunnels present in all Wadsley–Roth
phases. From the Einstein–Smoluchowski equation with d = 1 and l = 3.8 Å, DLi in LiTiNb2O7 is ca. 10–11 m2 s–1 at the temperature of the observed T1 minimum of 525–650 K for x ≥ 0.75.Under these spectroscopic conditions (4 kHz
MAS, 9.4 T), one asymmetric
signal was resolved for all samples (Figure and Figure S17–S23 in the Supporting Information) with the exception of Li0.75TiNb2O7 from 370 to 670 K (Figure S18 in the Supporting Information). This sample exhibited
a considerably lower temperature T1 minimum
of 425 K for the paramagnetically-shifted low-frequency peak, suggesting
that this lithium reservoir at this composition is more mobile.
Figure 7
High-temperature 7Li MAS NMR spectra of Li0.30TiNb2O7. The (a) central transition and (b)
spinning sideband manifold are depicted as a function of temperature
from 295 to 670 K (ascending). The dashed vertical line in (a) indicates
the average shift in the ambient-temperature δ(7Li)
spectrum. Spectra were recorded at 4 kHz MAS and 9.4 T. See also Figures S17–S22 in the Supporting Information.
High-temperature 7Li MAS NMR spectra of Li0.30TiNb2O7. The (a) central transition and (b)
spinning sideband manifold are depicted as a function of temperature
from 295 to 670 K (ascending). The dashed vertical line in (a) indicates
the average shift in the ambient-temperature δ(7Li)
spectrum. Spectra were recorded at 4 kHz MAS and 9.4 T. See also Figures S17–S22 in the Supporting Information.The 7Li shifts and spinning sideband
patterns undergo
significant changes over the investigated temperature range (Figure and Figures S17–S23 in the Supporting Information).
As the temperature increases, the average frequency of the paramagnetically
shifted resonances moves toward the diamagnetic region centered around
zero, as expected for localized paramagnetism. The sideband evolution
with temperature is complicated but hints at differential and changing
dynamics. Numerical simulations of the quadrupolar powder patterns
indicate that essentially the entire sideband intensity comes from
the nuclear satellite transitions (−3/2 ↔ −1/2,
+1/2 ↔ +3/2) for 7Li (I = 3/2)
in this system. As we also saw in the ambient-temperature high-resolution
NMR spectra (Figure S15 in the Supporting
Information), the ambient-temperature laser-probe spectra (Figure S23 in the Supporting Information) exhibit
relatively small sideband patterns, and hence CQ values, upon lithiation up to Li1.50TiNb2O7; the CQ value then increases
drastically at and above Li3.00TiNb2O7.By 400–450 K, increasing sideband intensity appears
for x ≤ 1.50 in LiTiNb2O7, whereas the intense
sideband
manifold decreases for x ≥ 3.00 at elevated
temperatures. Spectral broadening occurs when the rate of exchange
is of the same order of magnitude as the interaction that is being
averaged by the exchange,[89−91,47] in this case quadrupolar coupling of the order 50–250 kHz.
Taken together, the variable-temperature lithium NMR spectra reveal
several trends in lithium mobility.In samples with low lithium
content (x ≤
1.50), the intercalated lithium ions are in an intermediate motional
regime, with partial averaging giving rise to broad central and sideband
resonances. At higher temperatures (ca. 400–600 K; Figure and Figures S17–S20 in the Supporting Information),
the sideband amplitude increases as the sidebands become sharp. This
is attributed to averaging of the dipolar coupling (likely major)
and the shift tensor (likely minor) but not of the quadrupolar coupling.
At very high temperatures (ca. ≥700 K), the quadrupolar interaction
is averaged and the full spectral width of the satellite transitions
decreases. The onset of motional averaging shifts to higher temperatures
at higher states of lithiation.Highly lithiated TiNb2O7 (>1.50 Li/TM) experiences
slower ionic mobility, as evidenced from GITT and NMR relaxometry,
which results in larger quadrupolar and dipolar interactions, and
hence the sideband manifold (Figures S21 and S22 in the Supporting Information) and fwhm (Figure ) are broad at room temperature. Upon heating,
the individual SSBs broaden and overlap (compare e.g. Figures S20 and S21 in the Supporting Information
at intermediate temperatures). Sideband narrowing then occurs above
800 K; averaging of the quadrupolar interaction is obscured by the
broadened sidebands but may also be occurring at very high temperatures.
For context, motional broadening of the dipolar-broadened 7Li–7Li satellite transition SSBs in Li2CO3 does not occur until around 570 K, with motional narrowing
setting in at higher temperatures.[47] Even
to 970 K, only marginal averaging of the relatively small quadrupolar
coupling (CQ ≈ 70 kHz) is observed
in that relatively nonconducting system.[47]Given the high lithium mobility of TiNb2O7, 7Li pulsed field gradient (PFG) NMR spectroscopy was
performed with the aim of directly measuring a macroscopic diffusion
coefficient, but the short T1 and T2 relaxation coefficients prevented the measurement
of a decaying static signal. Operando 7Li NMR spectroscopy
(Figure S24 in the Supporting Information)
was also performed to track real-time changes and look for metastable
intermediates, but the static nature of operando electrochemical NMR,
combined with the small (10 ppm) isotropic shift range of LiTiNb2O7 that overlaps with the large electrolyte resonance, meant that no
considerable changes were observed (other than in the Knight-shifted
Li metal resonance at 248 ppm from varying intensity and from microstructural
effects[43,92]).
Lithium Diffusion Mechanism
Previous
experimental and
theoretical studies have highlighted that there are multiple possible
sites for Li insertion into the TiNb2O7 structure.[87,93] Catti et al. proposed that there are two main types of Li coordination:
five-coordinate (LiO5) square-pyramidal sites on the edges
of the 3 × 3 blocks and four-coordinate (LiO4) square-planar
sites within the 3 × 3 block.[93] Here,
first-principles calculations were used to explore the possible Li
insertion sites and associated ion motion barriers. A single-ended
transition state searching approach based on hybrid eigenvector following
(HEF) was adopted to locate local minima and transition states in
the Ti/Nb “ordered” TiNb2O7 supercell
described previously. Although it was previously shown (vide supra)
that the formation of localized polaron states is sensitive to the
inclusion of a Hubbard U parameter, the description
of the electronic structure without a U correction
is in qualitative agreement with experiment. For the remainder of
this study we therefore used standard DFT to capture the mechanisms
associated with ionic diffusion, without the presence of additional
electron transfer processes, an approach commonly adopted in other
transition-metal oxide battery materials.[52]Transition state searches were initiated by placing a single
Li atom close to the center of a LiO4 window for all possible
LiO4 and LiO5 sites in the structure. Once the
transition state was found, the corresponding minima along the reaction
pathway were located by displacing the atoms along the single negative
eigenvector at the saddle point in both the positive and negative
directions, followed by optimization of the atomic positions. The
diffusion mechanisms and associated activation barriers of the “ordered”
TiNb2O7 cell are shown in Figure . Movies depicting
the various ionic hopping pathways are included in the Supporting
Information.
Figure 8
Li conduction pathways and corresponding activation barriers
in
eV located via the hybrid eigenvector following approach along the
(a) b axis and (b) ac plane of an
“ordered” TiNb2O7 supercell structure.
Li minima (LiA–LiG) and transition states
(configurations i–viii) are
shown in red and gray, respectively. Curved black arrows show the
direction of Li hops. The energies of the local minima (red squares)
and kinetically-resolved activation barriers (eq 1 in the Supporting Information) to the transition states
(gray squares) are shown relative to configuration C at 0 eV. An interpolation
of the energy between the initial and final minima for each hop is
shown. The local bonding environments of in-tunnel Li minima (LiA–LiC) are also displayed (red box).
Li conduction pathways and corresponding activation barriers
in
eV located via the hybrid eigenvector following approach along the
(a) b axis and (b) ac plane of an
“ordered” TiNb2O7 supercell structure.
Li minima (LiA–LiG) and transition states
(configurations i–viii) are
shown in red and gray, respectively. Curved black arrows show the
direction of Li hops. The energies of the local minima (red squares)
and kinetically-resolved activation barriers (eq 1 in the Supporting Information) to the transition states
(gray squares) are shown relative to configuration C at 0 eV. An interpolation
of the energy between the initial and final minima for each hop is
shown. The local bonding environments of in-tunnel Li minima (LiA–LiC) are also displayed (red box).Within the blocks, three minima were located: sites
LiA and LiB in tunnel T2 and site LiC in tunnel
T1, as shown in Figure a. LiC is the lowest energy position in the Ti/Nb ordered
TiNb2O7 supercell and corresponds to a distorted
site in which the Li ion is displaced toward the center of tunnel
T1. Hopping between LiC sites along the b axis of the cell requires a moderate activation energy of 0.39 eV.
Interestingly, in the dilute limit, the square-planar (LiO4) site within tunnel T1 corresponds to the transition state (configuration ii) along the LiC–LiC diffusion
path and not a local minimum. Site LiB adopts a five-coordinate
square-pyramidal site, distorted toward the center of tunnel T2, similar
to site LiC in tunnel T1. Site LiB is analogous
to the distorted five-coordinate Li site observed at low levels of
lithiation in the related compound V6O13.[94] The energy difference between the LiB and LiC sites (0.11 eV) is small, suggesting that both
may be populated at room temperature. In tunnel T2, the square-planar
site, LiA, along the b axis is a local
minimum, which is 0.16 eV higher in energy than the five-coordinate
LiB site. The activation energy for LiA–LiB diffusion (0.18 eV) is also low, suggesting that b axis conduction down tunnel T2 will be facile.The
conduction mechanisms between sites within the ac plane are shown in Figure b. In addition to the in-tunnel sites (LiA–LiC), square-pyramidal (LiO5) sites (LiD–LiF) were also located with the HEF approach on
the edges of the blocks, in agreement with previous studies.[87,93] In the ordered TiNb2O7 supercell, the LiE and LiF sites on the edges of the tunnels are
the highest in energy while the LiB and LiC sites
within the tunnels are the lowest in energy, suggesting preferential
lithiation of the tunnels in the first stages of lithiation. However,
as will be shown below, the relative energies of the different sites
are subtly related to the Ti/Nb ordering. Within the blocks, conduction
between the LiB and LiC sites can occur along
the a axis or c axis through the
square-planar (LiO4) windows (configurations iii and iv, respectively). The small kinetically-resolved
activation energies of 0.10 and 0.18 eV for a and c axis diffusion, respectively, suggest that Li+ can rapidly diffuse between tunnels T1 and T2. The activation barriers
between the square-pyramidal sites and LiB/LiC sites (configurations v–viii) are larger (0.41–0.65 eV), indicating that diffusion within
the ac plane to these sites will be slower.The square-pyramidal sites on the edges of one block share a common
edge with the square-pyramidal sites in an adjacent block, creating
a possible pathway for cross-block diffusion. As can be seen in Figure , significantly larger
barriers (0.71–1.00 eV) are observed for cross-block diffusion,
suggesting that these pathways do not contribute significantly to
the overall diffusion process, at least at dilute levels of lithiation.
At the transition state of the cross-block diffusion (configurations ix–xi), the diffusing Li+ has a distorted-octahedral (LiO6) configuration that
is face-sharing with four transition-metal (MO6) octahedra,
resulting in a large electrostatic repulsion. This is consistent with
a previous computational study on the related system TiO2(B), in which diffusion across the tunnels is higher in energy than
down-tunnel diffusion.[95] These results
agree with and lend quantitative support to the simplified picture
provided by bond valence sum mapping (Figure S25 in the Supporting Information).
Figure 9
Cross-block Li diffusion pathways and
corresponding activation
energies in eV. Li minima (LiD–LiG) and
transition states (configurations ix–xi) are shown in red and gray, respectively. The energies
of the local minima and kinetically-resolved activation energies (eq 1 in the Supporting Information) relative
to configuration C are displayed on the conduction barrier plots (blue).
An interpolation of the energy between the initial and final minima
for each Li hop is shown.
Cross-block Li diffusion pathways and
corresponding activation
energies in eV. Li minima (LiD–LiG) and
transition states (configurations ix–xi) are shown in red and gray, respectively. The energies
of the local minima and kinetically-resolved activation energies (eq 1 in the Supporting Information) relative
to configuration C are displayed on the conduction barrier plots (blue).
An interpolation of the energy between the initial and final minima
for each Li hop is shown.In a real TiNb2O7 sample, the disordered
arrangement of Nb and Ti sites also leads to a local distribution
of neighbors for each Li site. To capture the effect of transition-metal
disorder, the previously observed Li ion activation barriers in the
ordered supercell were investigated in the disordered supercell. Transition
state searches involving a single Li ion were initiated from all of
the possible LiO4 windows in the structure using the approach
described previously. The energies of the local Li minima and activation
barriers found in the disordered TiNb2O7 supercell
are shown in Figure a,b, respectively.
Figure 10
Energies of (a) local Li minima and (b) kinetically-resolved
activation
barriers in the disordered TiNb2O7 supercell.
Li sites LiA–LiG correspond to the Li
positions observed in the ordered TiNb2O7 structure
in Figure . The energies
of all minima are referenced to the lowest energy LiD site
at 0 eV.
Energies of (a) local Li minima and (b) kinetically-resolved
activation
barriers in the disordered TiNb2O7 supercell.
Li sites LiA–LiG correspond to the Li
positions observed in the ordered TiNb2O7 structure
in Figure . The energies
of all minima are referenced to the lowest energy LiD site
at 0 eV.The transition-metal disorder
leads to a distribution of energies
for all of the local minima (LiA–LiG)
in Figure , which
is related to the different electrostatic potential experienced by
the Li ion with different arrangements of Ti4+/Nb5+ neighbors around a given site. In the disordered supercell, the
trend in the relative site energies remains the same as that found
for the ordered TiNb2O7 supercell, in which
the in-tunnel environments (LiA–LiC)
are lower in energy than the square-pyramidal environments LiE–LiG on the edges of the tunnels. The square-pyramidal
environment LiD on the edge of tunnel T1 was, however,
found to be a low-energy site for several local Li orderings. The
results above regarding the possible Li environments are only strictly
applicable for dilute levels of Li doping in TiNb2O7, as Li–Li interactions and transition-metal reduction
M → M( at higher levels of Li insertion will affect the
relative energies of the different sites. However, the similarity
between the energies of the different Li configurations suggests that
there will be a significant population of square-planar (LiA), distorted-five-coordinate (LiB and LiC),
and square-pyramidal (LiD) sites on initial lithiation.For several of the diffusion pathways connected to in-tunnel local
environments (LiB and LiC) in the disordered
supercell, the single-ended transition state searches from neighboring
sites resulted in a splitting of the positions found in the ordered
supercell into different local Li positions within the same tunnel
(Figure S26 in the Supporting Information).
The activation barrier between two split LiC sites was
calculated using the HEF approach and was found to be 0.04 eV. This
result suggests that the presence of Ti/Nb disorder subtly changes
the in-tunnel sites, creating multiple shallow local minima that can
rapidly exchange. This behavior is analogous to the rapid diffusion
between adjacent sites within the same block in the perovskite solid
electrolyte material Li3La(2/3)–TiO3 (LLTO).[96]The trend in the relative activation energies between different
diffusion mechanisms previously found in the ordered supercell remains
the same in the disordered supercells (Figure b), with a distribution of the energies
in the latter case. Activation barriers for b axis
diffusion of 0.10–0.14 and 0.11–0.55 eV were found for
configurations i and ii, respectively,
using the HEF approach. From an analysis of the transition state structures
of configuration ii, it is evident that the activation
barrier for ionic conduction through the square-planar window is lowest
when transition-metal site M4 on the edge of the block
is occupied by Ti4+, which results in a lower electrostatic
repulsion than that for Nb5+. A deeper understanding of
the effect of disorder and Ti/Nb local environments on the activation
barriers could be gained through a cluster expansion-type approach,[65,97] although this is beyond the scope of the current study.The
activation energies of the pathways within the ReO3-like
blocks between tunnels T1 and T2 (via configurations iii and iv) remain low (0.06–0.25
eV) for all of the pathways calculated, suggesting that rapid transport
between tunnels T1 and T2 will still occur for a range of different
local Nb/Ti orderings. The range of activation barriers (0.18–0.44
eV) for diffusion between square-pyramidal site LiD and
site LiC (configuration v) was similar
to that of b axis diffusion, whereas the range of
activation barriers for diffusion to the higher energy square-pyramidal
sites (LiE–LiG) was larger (0.27–0.59
eV). The energy of the cross-block barriers (configurations ix–xi) remained very high (0.60–1.03
eV) for all local Ti/Nb orderings, suggesting that 3D diffusion between
blocks is limited.The change in the Li diffusion barriers at
higher levels of lithiation
(LiTiNb2O7) was investigated for a limited number of concentrations
(x = 2.667, 4) in the ordered and disordered TiNb2O7 structures (Figures S27 and S28 in the Supporting Information). At higher levels of
lithiation, the square-planar transition state configurations ii and iii (Figure ) in the ReO3-like blocks become
stable sites for Li. The energy preference to create Li vacancies
at different square-planar and square-pyramidal sites in the structure
was found to be sensitive to both the Li composition and Ti/Nb ordering.
The activation barriers for down-tunnel Li diffusion were also found
to be sensitive to the Li composition with values ranging from 0.29
to 0.44 eV in the ordered x = 2.667, 4 structures.
Li diffusion at higher levels of lithiation occurs via a vacancy-based
mechanism, and so the diffusivity observed experimentally will be
sensitive to the concentration of vacancies on different square-planar
and square-pyramidal sites in the structure. The barriers for cross-block
diffusion were found to be considerably higher, from 0.85 to 0.9 eV,
suggesting that cross-block diffusion does not play a significant
role at high or low levels of lithiation. While we examined some key
Li compositions—(i) dilute, (ii) near the end of the second
discharge region, and (iii) Li stuffed—a more in-depth analysis
of the change in the Li hopping barriers as a function of Li content
is an important topic and could also be approached with a more intensive
cluster expansion based methodology,[65] although
this is beyond the scope of the current work.
Behavior of “Beyond-Li”
Cations
To test
how the nature of the cation affects the motional activation barrier,
the Li+ ion in the transition state configurations associated
with b axis diffusion (configurations i and ii) of the ordered TiNb2O7 supercell was replaced with a Na+, K+, or
Mg2+ ion. The corresponding activation barriers were then
found with HEF approach, as shown in Figure . For all of the beyond-Li cations, the
barriers for b axis diffusion along tunnel T1 or
tunnel T2 are considerably larger than the corresponding Li barriers
with ΔELi ≪ ΔEMg < ΔENa ≪ ΔEK. For the Na+ and K+ systems,
the minima in both tunnels in Figure occur when the Na+/K+ ion occupies
the 12-coordinate site at the center of the tunnel. In both tunnels,
the transition state occurs when Na+/K+ passes
through the square-planar configuration, which corresponds to minimum
LiA (tunnel 2) and transition state configuration ii (tunnel T1), in the Li system. The increase in the activation
barrier along the series Li → Na → K can be related
to the increase in the ionic radius 0.76 → 1.02 → 1.38
Å, respectively, which leads to increased repulsion as the A+ ion passes through the square-planar AO4 transition
state.
Figure 11
b axis diffusion mechanisms of Li+,
Na+, K+, and Mg2+ in the ordered
supercell structure of TiNb2O7 initiated from
(a) configuration i in tunnel T2 and (b) configuration ii in tunnel T1 (Figure a). The energies for each system are scaled relative
to the lowest energy minimum in (b).
b axis diffusion mechanisms of Li+,
Na+, K+, and Mg2+ in the ordered
supercell structure of TiNb2O7 initiated from
(a) configuration i in tunnel T2 and (b) configuration ii in tunnel T1 (Figure a). The energies for each system are scaled relative
to the lowest energy minimum in (b).For the Mg2+ system, the minimum in tunnel T1 (Figure b) corresponds
to the distorted-square-pyramidal site analogous to position LiC and the transition state corresponds to the square-planar
position analogous to configuration ii. From Bader
charge analysis,[98,99] the charge on the Mg ion in configuration ii was +1.75 e–, consistent with the full
ionization of Mg to Mg2+. In tunnel T2 (Figure a), two local minima were
found for Mg2+: a square-pyramidal site (0.2 eV), analogous
to position LiB, and a highly distorted square planar site
(0.64 eV), analogous to LiA. Although the positions of
the local minima are the same between the Li and Mg systems, the higher
charge in the latter case results in an increase in the electrostatic
repulsion at the transition state and thus a higher activation barrier
(∼1 eV). Although only a selected number of pathways were investigated
for Na+, K+, and Mg2+, these results
suggest that the diffusion barriers for these ions are intrinsically
much larger than for Li+, which explains the requirement
for nanosizing in the Na+ system.[53−56]
Discussion
Implications
of Electronic Conductivity
Battery electrodes
are mixed ionic–electronic conductors; therefore, low electrical
resistivity is required, especially for operation at high current
densities. Thus, TiNb2O7 might not be an obvious
choice for a high-rate electrode material from e.g. band structure
screening for small-band-gap materials, as it is a white, wide-band-gap
insulator with a measured optical band gap of 3.06(2) eV (Figure S9 in the Supporting Information). Indeed,
the experimental resistivity of a sintered pellet of TiNb2O7 is estimated from Xing et al.[82] to be ∼109 Ω cm at room temperature, by
Arrhenius extrapolation from higher-temperature measurements. However,
TiNb2O7 does show good rate performance, indicating
that this picture is incomplete because it does not account for the
step-change increase in electronic conductivity upon lithiation. It
is a general feature of shear structures that their conductive properties
make it possible to lithiate, at least up to one Li/TM, pure polycrystalline
pellets without the need for conductive additives or binder; this
enables a variety of intrinsic measurements as a function of lithium
content with relatively high precision.[21,23,34]Due to the low conductivity of pristine TiNb2O7, many studies have focused on improving the
this parameter via transition-metal doping,[29,100] partial reduction under a low oxygen partial pressure,[101] or partial nitridation.[38] Furthermore, these strategies are also being applied to
related shear structures.[102−106] In light of the changes in resistivity as a function of lithiation,
this approach should be reevaluated: while those methods do improve
the transport by decades vs the insulating host, lithium intercalation
has the same effect. For battery electrodes, which vary significantly
in composition and often exhibit large changes in properties during
operation, it is important to consider the full compositional range,
not only the host structure and/or end point.
Analogies can be drawn between ternary TiNb2O7 upon reduction by lithium and the crystallographic
shear structures of binary Nb2O5−δ, which are reduced by oxygen deficiency. Cava et al.[107−109] studied the magnetism of these latter phases and found effective
magnetic moments—normalized to the number of d1 electrons (μeffe)—of 1.18, 1.17,
1.39, and 1.14 for Nb25O62, Nb47O116, Nb22O54, and both orthorhombic and
monoclinic (o,m)-Nb12O29, respectively. The magnitude of μeffe for both Li0.30TiNb2O7 and
Li0.60TiNb2O7 is 1.09, corresponding
to localization of only 43% of the electron density if we take both
Nb4+ and Ti3+ to be d1, S = 1/2, g = 2. All of these
Nb2O5−δ shear structures exhibit
low resistivity at room temperature (ρ = 3 × 10–1 to 4 × 10–3 Ω cm) and behave as metals
or heavily doped semiconductors.[107] Furthermore, m-Nb12O29 was shown to simultaneously
display metallic conductivity and local moment magnetism with low-temperature
antiferromagnetic ordering.[109,110] This intriguing behavior
has been assigned to two subsets of the structure and the electron
character—an itinerant electron within the crystallographic
shear planes, which conducts along the b axis,[111] and a localized electron within the ReO3-like block.[69] If one electron
per formula unit is assumed to be itinerant and one assumed to be
localized in Nb12O29, the one-electron μeffe value becomes 1.61, in agreement with expectations for this
4d1 configuration.[107]In a systematic single-crystal study, Rüscher
convincingly demonstrated that Nb2O5−δ shear structures exhibit metallic behavior along the b axis, i.e. down the tunnels, and insulator-like properties in the ac plane perpendicular to the tunnels,[111] consistent with electronic band structure calculations
of niobium suboxides.[69] Crystal structure
analysis of TiNb2O7 and niobia crystallographic
shear phases shows significantly shorter metal–metal interatomic
distances via edge-shared octahedra along the shear planes (3.2–3.4
Å) in comparison to the ac planar cross-block
metal–metal pathways (≥3.8 Å). In contrast to the
perovskite structure with 180° −M–O–M–
orbital interactions, the edge-sharing planes of the crystallographic
shear structures provide electric “wires” running parallel
to the columns. This suggests that long-range electronic conduction
is down the b axis in TiNb2O7 and the other shear oxides,[69] which is
also the direction of long-range ionic conduction.Altogether,
comparisons of the magnetic and electronic behavior
of TiNb2O7 with Nb2O5−δ crystallographic shear structures suggest that the hierarchical
crystal structure comprising shear planes and block motifs may enable
some degree of room-temperature electron delocalization as well as
the observed local moments. The partially localized, partially delocalized
electronic behavior may explain the large increase in conductivity
due to lithium insertion in TiNb2O7, even at
low doping levels and in the presence of Curie–Weiss paramagnetism.
Meanwhile, TiNb2O7 differs from Nb2O5−δ due to the presence of Ti and of cation
mixing. One effect of this, elucidated from the DFT calculations,
is that the electron localization in TiNb2O7 is associated with Ti atoms; Ti atoms, though disordered, preferentially
occupy shear plane sites so that spin density is observed at block
edges in TiNb2O7 vs block centers in Nb2O5−δ.[69] The localized state roughly 1 eV within the band gap of TiNb2O7 (Figure ) is consistent with the electronic localization in n-type
TiO2[112] and suggests that the
electronic localization in 3d Ti-containing crystallographic
shear phases is stronger than in 4d niobium oxides
or 4d–5d niobium tungsten
oxides with larger d orbitals, which has implications
for the electronic conductivity.The cation disorder also has
implications for the ionic conductivity
upon lithiation. Four- and five-coordinate Li sites can be either
ground states or transition states depending on the tunnel and cation
configuration. Additionally, metal cation disorder creates local structural
effects such as split Li sites with very small intrasite hopping barriers.
The small blocks of TiNb2O7 (3 × 3) require
that every tunnel straddles shear planes and central corner-shared
octahedra. An interesting future direction will be to examine the
different ionic transport properties through central tunnels vs edge
tunnels in crystallographic shear structures with larger block sizes,
on top of the role of cation disorder.
High-Temperature NMR Spectroscopy
For a fast ion conductor
at room temperature, motional narrowing of NMR line shapes is expected,
but in the case of crystallographic shear titanium niobium oxide,
it might appear that only limited line narrowing is observed from
295 to ca. 1000 K. There are significant changes to the spinning sideband
manifold from the satellite transitions at high temperatures and resolved
peaks do appear within the central transition. The high-temperature
line shapes are neither pseudo-Voigt nor quadrupolar. However, a fit
to the whole pattern can be obtained by the combination of a series
of shift-distributed narrow pseudo-Voigt lines (Figure ). Individual peaks have a
fwhm of ca. 80 Hz (0.5 ppm) with the edges of the line shape constraining
the maximum line width of the components. The obtained fit was produced
with the shift and quadrupolar tensor parameters in Table . The unusual central and sideband
peak distribution is observed in all spectra with the exception of
Li0.75TiNb2O7; the peaks emerging
within the central transition resonance and sidebands are most prominent
at low lithiation. Strikingly similar line shapes were observed in
the 19F NMR spectra of a niobium fluoride due to 1J(19F,93Nb) indirect coupling
to the I = 9/2 93Nb nucleus (2I + 1 = 10) with partial motional averaging of the dipolar
coupling under MAS-induced or VT heating.[113] We would expect the 2J(7Li,93Nb) coupling to be weaker. This is also consistent; a 1J(19F,93Nb) value of
204(2) Hz was found in the former case, and a 2J(7Li,93Nb) value of 90(10) Hz would
be consistent with the spectra presented here. Increased residual
dipolar coupling is expected in the lithium-rich compositions, remaining
even under MAS at high temperatures, due to the persistence of homonuclear 7Li–7Li dipolar coupling[47,89,114] relative to heteronuclear 7Li–93Nb dipolar coupling. Alternatively, it is possible that this
effect could arise from residual dipolar[115] or J(116) coupling between
quadrupolar nuclei in the presence of anisotropic motion.
Figure 12
7Li MAS NMR spectrum of Li0.30TiNb2O7 at ca. 670 K. The unique line shapes of the (a) central
transition and (b) spinning sideband manifold were fit as described
in the text. The spectrum was recorded at 4 kHz MAS and 9.4 T. Fitting
parameters are given in Table . Experimental data are given in black, individual fit components
are given in blue, and the sum of the fit is given in orange. This
is not necessarily a unique or an optimized fit but rather a reproduction
of the observed spectrum with minimum variables.
Table 2
NMR Shift and Quadrupolar Tensors
Fit to the 7Li NMR Spectrum of Li0.30TiNb2O7 at ca. 670 Ka
param
site 1
sites 2–11
δ(7Li) (ppm)
–0.5
site (N –
1) + 0.5
CSA (ppm)
10 (10)
10 (10)
ηCSA
0
0
CQ (kHz)
12 (2)
55 (5)
ηQ
0
0
N indicates the
site number. η values were set to zero and not refined. The
fits were also not very sensitive to CSA for values below 20 ppm.
Line broadening of 100 Hz was used for each site (1:1 Gaussian:Lorentzian
line shape).
7Li MAS NMR spectrum of Li0.30TiNb2O7 at ca. 670 K. The unique line shapes of the (a) central
transition and (b) spinning sideband manifold were fit as described
in the text. The spectrum was recorded at 4 kHz MAS and 9.4 T. Fitting
parameters are given in Table . Experimental data are given in black, individual fit components
are given in blue, and the sum of the fit is given in orange. This
is not necessarily a unique or an optimized fit but rather a reproduction
of the observed spectrum with minimum variables.N indicates the
site number. η values were set to zero and not refined. The
fits were also not very sensitive to CSA for values below 20 ppm.
Line broadening of 100 Hz was used for each site (1:1 Gaussian:Lorentzian
line shape).
Lithium Diffusion
On comparison of the DFT-computed
conduction barriers with the activation energies from NMR, for dilute
Li contents, the small energies from NMR within the low-temperature
regime (0.020–0.085 eV) can be tentatively assigned to the
rapid Li exchange between split sites within the same ReO3-like cage. At high states of lithiation, the DFT calculations show
a transition from an interstitial to a vacancy diffusion mechanism,
which eliminates rattling between split sites within the blocks. NMR
measurements on highly lithiated samples do not show these ultralow
barrier processes, consistent with the DFT results. The activation
energies (0.060–0.390 eV) from NMR at higher temperatures can
then be tentatively assigned to a combination of Li diffusion along
the b axis (configurations i and ii), aided by facile hopping between tunnels T1 and T2 (configurations iii and iv) and diffusion between square-pyramidal
sites on the edges of the tunnel (configuration v), primarily LiD sites. The large activation barriers
between blocks (configurations ix–xi) for all local Ti/Nb orderings suggests that the diffusion
mechanism in Li-doped TiNb2O7 is primarily 1D
in nature. The situation is analogous to the rapid down-tunnel diffusion
but high cross-tunnel energies in LiFePO4[117] and TiO2(B),[95] the
important difference in TiNb2O7 and other crystallographic
shear structures[23] being the multiple parallel
tunnels with low intrablock hopping energies between tunnels.
High-Rate
Energy Storage
Among crystallographic shear
structures for lithium ion batteries, the gravimetric capacity of
TiNb2O7 is one of the highest at lower C rates but drops precipitously at higher rates even at
the low mass loadings used here, due in part to the rapid increase
in Ea as lithiation approaches 1 Li/TM.
In TiNb2O7, the dQ/dV peak width measured for the discharge process is always
broader than that of the charge process (Figure b), indicating a more kinetically hindered
process for lithium insertion than for lithium extraction. This behavior
is atypical for crystallographic shear structures. Although dQ/dV curves are not widely reported as
a function of rate, there is no evidence for this noticeable lithiation–delithiation
asymmetry in Nb12WO33,[118,119] Nb16W5O55,[23] TiNb24O62,[33] or
H-Nb2O5.[21] A kinetic
limitation on discharge in a half-cell is in agreement with numerous
reports that lithiation is the rate-limiting step for TiNb2O7.[26,28,30,120] In a full cell configuration, TiNb2O7 is the negative electrode and lithium insertion occurs
on charging; the implication is that the full cell charging rate could
be lower than the discharge rate: i.e., high power output but comparatively
slower charging. The niobium tungsten oxides, even at higher mass
loadings, show higher gravimetric capacity and symmetric lithiation/delithiation
voltage curves at high C rates while having 20–30%
higher density.[23] Among the emerging complex
oxide anode materials, further electrode engineering and electrochemical
testing is required to determine the crossing points in the tradeoffs
between gravimetric vs volumetric capacity and low-to-intermediate
rate performance vs high rate performance. The demands of the application
will ultimately determine the optimal material selection.While
lithium experiences low activation barriers to move through the crystallographic
shear structure of TiNb2O7, larger alkali cations
and divalent cations are considerably more hindered. This compound
may not be suitable for “beyond lithium” rechargeable
batteries, but a related phase with similar structural motifs and
larger tunnels may enable intercalation of alternative species.
Conclusion
Via experiment, theory, and comparisons to related
crystallographic
shear structures, we conclude that ionic and electronic conduction
are strongly anisotropic in TiNb2O7 to the extent
that they can be approximated as one-dimensional in the direction
along the tunnel (b axis). The anisotropy in both
Li+ and e– conduction arises due to the
crystallographic shear planes that disrupt transport in the ac plane. Nevertheless, the bulk structure is capable of
high-rate (de)lithiation. The ReO3-like blocks of octahedra
in this complex oxide allow facile Li diffusion characterized by activation
barriers of <100 meV from variable-temperature NMR, at lithium
concentrations below one lithium per transition metal (Li3TiNb2O7), and 100–200 meV from single-ended
transition state searching calculations. Lithium diffusivity decreases
rapidly at and above one-electron redox capacities, as evidenced by
high-temperature 7Li NMR (Ea = 300–400 meV), 6/7Li NMR spectral line widths,
and GITT measurements, which explains the lower lithium storage capacities
at higher rates. The crystallographic shear planes, while essentially
prohibiting Li+ diffusion perpendicular to the tunnels,
hold the framework open and provide structural stability. Electronically,
n-type doping of TiNb2O7 by the addition of
Li atoms (Li0 = Li+ + e–)
increases the electronic conductivity of the host by ca. seven orders
of magnitude even at low doping concentrations. At low lithium concentrations,
localized paramagnetism is observed via measurements of the magnetic
susceptibility and 6/7Li NMR spectroscopy, though the magnetic
moment is smaller than expected. This result suggests the possibility
of the simultaneous presence of localized and delocalized electrons.
At higher lithium concentrations, NMR and magnetic susceptibility
measurements suggest that the system becomes metallic. Li can occupy
a range of four- and five-coordinate sites within the ReO3 blocks, and the energies of the local minima and transition states
are subtly related to the presence of the Ti/Nb local ordering. The
availability of multiple adjacent Li minima with similar energies
is a crucial factor that leads to the facile conduction in the TiNb2O7 structure. At high lithium concentrations, the
activation barriers for intersite Li hopping are relatively unchanged
in comparison to the dilute limit. However, the diffusion mechanism
transitions from interstitial-mediated to vacancy-mediated and the
vacancy formation energetics—specifically for inner block sites
that lead to long-range Li+ diffusion—may become
rate-determining. With the framework established for Li ground-state
and transition-state searching, the diffusion of intercalant species
Na+, K+, and Mg2+ was examined. These
cations all exhibit very high diffusion barriers of at least ca. 1.0
eV, suggesting minimal conduction at room temperature.
Authors: Yu Ren; Zheng Liu; Frédérique Pourpoint; A Robert Armstrong; Clare P Grey; Peter G Bruce Journal: Angew Chem Int Ed Engl Date: 2012-01-17 Impact factor: 15.336
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Authors: Jongsik Kim; Derek S Middlemiss; Natasha A Chernova; Ben Y X Zhu; Christian Masquelier; Clare P Grey Journal: J Am Chem Soc Date: 2010-11-05 Impact factor: 15.419
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