Ch.
Adessi
*,
S.
Pecorario
,
S.
Thébaud
and
G.
Bouzerar
Univ Lyon, Université Claude Bernard Lyon 1, CNRS, Institut Lumière Matière, F-69622, Villeurbanne, France. E-mail: christophe.adessi@univ-lyon1.fr
First published on 9th June 2020
Thermoelectric properties of single layered transition metal dichalchogenide MoS2 are investigated on the basis of ab initio calculations combined with Landauer formalism. The focus is made on sulfur vacancy defects that are experimentally observed to be largely present in materials especially in exfoliated two dimensional MoS2 compounds. The impact of these defects on phonon and electron transport properties is investigated here using a realistic description of their natural disordering. It is observed that phonons tend to localize around defects which induce a drastic reduction in thermal conductivity. For p type doping the figure of merit is almost insensitive to the defects while for n type doping the figure of merit rapidly tends to be zero for the increasing length of the system. These features are linked with a larger scattering of the electrons in the conduction band than that of holes in the valence band.
The thermoelectric performance of a material is characterized by the dimensionless figure of merit zT:
![]() | (1) |
However, depending on the synthesis technique, exfoliated 2D materials may contain a high density of defects. In MoS2 the defect considered as the most prevalent is sulfur vacancies.26,27 Actually, the defect concentration on freshly exfoliated MoS2 is observed to be as large as 8%.28 This obviously raises the question of the implication of these defects on the physical properties of MoS2 that is not yet well understood from both the experimental and theoretical point of view. For instance, it has a high impact on the performance of field effect transistors29 and several attempts have been made to tune the physical properties through defect engineering.30–32 Regarding the thermal properties, non-equilibrium molecular dynamics calculations have shown a remarkable suppression of the thermal conductivity by point defects in MoS2 nanoribbons.33 Such defects induce the localization of phonon modes and a reduction of thermal conductivity due to an enhancement in Umklapp scattering.34,35 Furthermore, first principle studies have pointed out that the zT may be as high as 6.24 for MoS2 with S defects at room temperature.36 The understanding of the interplay between Umklapp processes and defect scattering is still an open and complex issue that implies a realistic treatment of the disordering and thus of the Anderson localization phenomenon.
In this paper, we address the influence of sulfur vacancies on the thermoelectric properties of single layered hexagonal MoS2 by means of ab initio calculations combined with the Green's function technique and Landauer formalism. We provide an insight into the influence of these defects on the figure of merit zT. The goal is to take into account the natural disordering of sulfur vacancies to investigate the competitive influence of these types of defects on both the power factor and thermal conductivity.
In the framework of Landauer formalism,40–42 the system is divided into two semi-infinite leads and a device (Fig. 1) which includes sulfur vacancies randomly located. The leads correspond to pristine MoS2 (no vacancy). The thermoelectric properties i.e. the Seebeck coefficient, electrical conductance and thermal conductance are computed using the transmission coefficients through the system for the electrons and the phonons. These transmissions are obtained thanks to the Green's functions of the system which are built either from the Hamiltonian (electrons) or the dynamical matrix (phonons). These last operators are obtained from the ab initio calculations. This approach is a very efficient way to deal with defects and provides an insight into the effect of sulfur vacancies on the transport properties. The electrical conductance, the Seebeck coefficient and the thermal conductance are defined as follows:
![]() | (2a) |
![]() | (2b) |
![]() | (2c) |
![]() | (2d) |
In these equations, e is the electron charge, ħ is the reduced Planck constant, kB is the Boltzmann constant, T is the temperature, EF is the Fermi energy of the system, fFD(E) is the Fermi–Dirac distribution and fBE(ω) is the Bose–Einstein distribution. and
are, respectively, the electron and phonon transmissions. The equation which defines the phonon thermal conductance involves the derivative of the Bose–Einstein distribution. This derivative (depicted in Fig. 2) figures the respective weight of each conduction channel in conductance. The electronic contribution to the thermal conductance can be defined in a similar way (see ref. 43). However, this contribution is negligible when compared to the lattice contribution as pointed out in ref. 44 and 45. At least 99% of the heat conduction happens through the lattice at room temperature. This behavior is attributed to the small density of states near the Fermi level.
![]() | ||
Fig. 2 From top to bottom: Normalized differential occupancy of the Bose–Einstein distribution (as defined in eqn (4)), phonon density of states for a 3 × 3 cell either for pristine MoS2 or with a sulfur vacancy, the inverse participation ratio (as defined in eqn (5)) and phonon transmission for pristine MoS2 and a device with a single sulfur vacancy. All of them are given as functions of the energy of the phonon modes. |
On the basis of the Landauer–Büttiker formalism, the transmission reads:41
![]() | (3) |
![]() | (4) |
This quantity is involved in the integral (cf.eqn (2d)) defining the thermal conductance and characterizes the occupancy of the conduction channels. Notably, at low temperature (50 K) only the low frequency acoustic modes are involved in the transport. Conversely, at room and higher temperatures, all the acoustic modes are involved along with the optical ones. This is consistent with the estimated average acoustic Debye temperature in MoS2 that is of the order of 260 K (see also ref. 47).
One issue of concern is the localization of the phonon modes induced by the vacancy. This effect can clearly be pointed out by considering the inverse participation ratio (IPR) that reads:
![]() | (5) |
The role of an isolated vacancy in the transport properties is actually linked with the previous remark. When we compare the transmission between the pristine case and that of the one with a sulfur vacancy, it is mainly the in-plane optical modes that are affected by the defect. More remarkably, the in plane optical modes (in the frequency range from 250 cm−1 to 420 cm−1, see Fig. 7) are the most scattered modes in contrast to the ZO modes (above 420 cm−1) that are almost unaffected. Despite the rather high frequency of LO–TO modes, this has a significant influence on the thermal conductance (see the inset of Fig. 2). Indeed, the thermal conductance defined by means of the phonon transmission in eqn (2d) involves the derivative of the Bose–Einstein distribution. This derivative is represented on top of Fig. 2. Given that the spectrum range of MoS2 is rather narrow (compared to graphene,48 for instance), almost all the conduction modes (acoustic and optical) are involved in the transport at room temperature. The direct consequence, when mixed with the scattering of the optical modes, is a reduction in conductance by almost one-third at room temperature compared to that of the pristine case.
In Fig. 3, the fundamental difference between a calculation done on a periodic system and a disordered one is pointed out. On top of this figure, the electronic density of states for a 3 × 3 periodic cell with a sulfur vacancy is given. This vacancy induces specific bands within the band gap of the material. These bands are less dispersed and one is fully occupied.49 However, the occurrence of these bands is closely related to their periodicity. This is illustrated in the transmission. We have either considered a system with a sulfur vacancy repeated periodically (each unit cell corresponds to (MoS1,958)24) or a device (with a length Lz of 13 nm) on which the vacancies are randomly distributed.† Note that both of them have the same vacancy density. For the periodic case the bands induced by the vacancy lead to well defined conduction channels. However, periodic defects are not realistic and it can clearly be seen that for the disordered system these channels are almost fully suppressed (note the logarithmic scale). This means that it is only the native bands of the material (not the ones induced by the vacancy) which can play a role in the transport. This is compatible with the experimental observations of a variable range hopping50,51 and also with STM measurements.52
Fig. 4 depicts the electrical conductance, the Seebeck coefficient and the PF (at 300 K and 700 K) either in pristine MoS2 or in a compound with a single sulfur vacancy. Here, we have considered a rigid band shift model, wherein the position of the Fermi level is shifted rigidly either toward the valence band or towards the conduction band to mimic hole or electron doping, respectively. The dashed lines correspond to the positions of the Fermi level for which the PF is maximum. In what follows, zT will be estimated for the electron/hole density that maximizes the PF. Let us now focus on the energy range that is relevant for the transport properties. Note that only narrow regions close to the top of the valence band and to the bottom of the conduction band are relevant to the transport. These energy windows result from the derivative of Fermi distribution involved in the equations that define the Seebeck coefficient and the electrical conductance (see eqn (2b) and (2a)). This is illustrated in the inset of Fig. 4 representing the transmission. The shaded green regions represent the energy windows around the Fermi level that have a significant weight for the transport at 700 K. Of course, at room temperature, these windows are about two times smaller.
Regarding the valence band, the influence of the sulfur vacancy is significant only at low energy (with respect to the top of the valence band). For this reason, the impact on the maximum of the PF (when compared to the pristine case) is modest at room temperature but clearly noticeable at 700 K. At this temperature, the PF obtained with the defect is 2 times smaller than that of the pristine case. Conversely, the influence of the defect on the conduction band is noticeable until the very bottom of the band. Thus, for n-type doping, the decrease of the PF is much more important and significant whatever the temperature is. As presented hereafter this trend is also observed in disordered systems. One should note that the Seebeck coefficient is almost unaffected by the defect and the observed variations of the PF are mainly due to the variations of the electrical conductance.
To explain the different impact of the sulfur vacancy on the valence and conduction bands, one should keep in mind that the first nearest neighbors of the S vacancy are Mo atoms. In addition, the projected DOS of MoS2 (see, for instance, ref. 53) consists mainly of Mo d-type contribution for the bottom of the conduction band, and a mix of Mo d-type and S p-type contributions for the top of the valence band. Indeed, the vacancy modifies significantly the onsite potential experienced by the Mo atoms in contrast to its weakest effect on the onsite potential experienced by S atoms.‡ Hence, scattering is expected to be stronger for the states at the bottom conduction band than for those at the top of the valence band.
Fig. 5 depicts the transmission coefficients for both phonons and electrons (the valence and the conduction bands are shown separately). These transmissions are given for the increasing length of the device i.e. the region that contains the defects. Regarding the phonon transport, it is the in-plane optical modes that are most affected by the vacancies as previously observed in the single vacancy case. As can be clearly seen, for the increasing length of the system, the in plane optical channels are almost fully suppressed. In contrast, both the acoustic and ZO modes (out of plane optical modes at frequencies above 400 cm−1, see Fig. 7) are weakly affected by the vacancies. The reduction in thermal conductivity§ as seen in the inset of Fig. 5 reflects the suppression of the in-plane optical modes (especially at room and higher temperatures) by multiple scattering on S vacancies. It should be emphasized that here the calculation of the conductivity includes phonon–phonon Umklapp scattering via the mode Grüneisen parameters (see, for instance, ref. 54). The details of the procedure are given in Section 4. A more refined study based on the calculations of third order interatomic force constants may be found in ref. 55. However, the device lengths considered here are of the same order of magnitude of the typical mean free path associated with phonon–phonon Umklapp scattering (as shown in Fig. 10). For this reason its effect is less and the associated reduction of the conductivity at high temperature is only noticeable for the longest system size. Nonetheless, the comparison of κ for pristine and defective MoS2 clearly shows that, for this device size, the main mechanism of the reduction of κ is scattering by the defects. This suggests that the length scale on which phonons are scattered by the defects is smaller than the Umklapp one. Furthermore, note the good quantitative agreement for κ between our calculations and experimental values. Indeed, we find, respectively, 90 W m−1 K−1 for the pristine case and 12 W m−1 K−1 for the 3.3% defective compound to be compared with the experimental data which range from 13.3 W m−1 K−1 to 84 W m−1 K−1.21,22 This corroborates our analysis on the competitive influence of Umklapp and defect scattering. The typical length scales that control the transport properties are further discussed in what follows.
Regarding electron transport, the conduction band (n-doping) is impaired the most by the vacancies, especially at the bottom of the band which is the energy spot of interest when computing the power factor. A backscattering is also noticeable for p-doping. However, at the top of the valence band (the region of interest for the PF), the influence of the vacancies is less crucial. As presented hereafter, this difference in behavior between n and p-type doping has a direct repercussion on zT.
The figure of merit is the result of the antagonist effects of the thermal and electron transport properties associated with κ and the PF. If κ is less altered than the PF, the zT will be low and conversely, if κ is more altered than the PF, the zT will be large. Actually, depending on the sulfur vacancy concentration and on the type of doping (n or p), the two situations are encountered. Fig. 6 depicts the figure of merit for n and p-type MoS2 with different vacancy concentrations. For p-type doping the system is relatively insensitive to defects. At room temperature the zT remains constant as we vary the system length. This means that the combined effects of the vacancies on κ and on the PF compensate each other. It is only at high temperature (700 K) that the PF decreases more rapidly than κ, leading to a reduction in the zT with the system size. This trend originates from the integration window in eqn (2a) and (2b) defining G and S. Its width increases with temperature and at 700 K it includes an area on which the transmission for the valence band is significantly reduced by the defects. However, the zT is nonetheless of the order of 0.5. On the other hand, for n-type doping, the picture is drastically different. The zT decreases very rapidly with the length of the system. At room temperature it drops to almost negligible values especially at large vacancy concentration. It is only at low concentration that the zT has more attractive values. At higher temperature the zT reaches values of the same magnitude than those obtained for p-type doping. However, a rapid decrease of the zT with the length is still observed. This behavior is related to the large influence of the sulfur vacancies on the conduction band, and hence on the PF. For pristine MoS2, the conduction band is supposed to lead to a larger PF than the valence band. This does not go well with sulfur vacancies which wipe out the conduction channels. Therefore the only way to maintain a significant zT for n-type doping is to have a very low vacancy concentration.
The behavior of the zT portrayed previously is closely related to the decay with the system size of both the PF and thermal conductivity. This behavior is illustrated in Fig. 9 for the PF and a similar behavior is observed for κ (not shown). Indeed, the PF and thermal conductivity follow an exponentially decreasing trend with the length. The characteristic lengths, denoted as LPF for the PF and Lκ for κ, are associated with the localization length56 of the electron eigenstates (respectively phonon modes). LPF and Lκ as functions of temperature are summarized in Table 1. As expected, LPF is significantly larger for p-type than for n-type doping whatever the temperature. In addition, these lengths are typically of the order of 55 nm for n-type doping and 100 nm for p-type doing. Moreover, Lκ is always larger than LPF. This is directly reflected in the rapid decrease of the zT with the length of the device reported previously. Note that this decaying length scale is almost insensitive to temperature. As discussed previously, these features are consistent with the fact that the scattering lengths associated with the defects are smaller than those of the Umklapp processes. Let us further discuss the competition between LPF and Lκ for p-type doping. At 100 K (and in a few instances at 300 K) the 2 lengths are almost equivalent leading to a zT almost constant with the device size as illustrated in Fig. 6. In contrast, at 700 K, LPF becomes much smaller causing a rapid drop in the zT.
L PF (nm) | L κ (nm) | ||
---|---|---|---|
n-Type | p-Type | ||
100 K | 31 | 129 | 159 |
300 K | 58 | 107 | 150 |
700 K | 53 | 88 | 146 |
![]() | ||
Fig. 7 Phonon dispersion modes for two dimensional MoS2. A1′ and A2′′ are out of plane optical modes (usually represented as ZO), and E′ and E′′ are in plane optical modes. |
The amplitude of the PF strongly depends on the Fermi level. Indeed, the PF is the product of σ and the square of S which have two opposite trends with the Fermi level. This leads to a bell-shaped function for the PF with a maximum at a given optimal Fermi level (see Fig. 4). The zT, as shown in Fig. 6, is evaluated using the maximum value of the PF. This choice is definitely an open issue as it would result in tuning each vacancy concentration, temperature and length of the system at the optimal Fermi level. In Fig. 8 we have compared the zT (with a vacancy concentration of 4.2%) using either the optimal Fermi level (as in Fig. 6) or a fixed Fermi level close to the top (bottom) of the valence (conduction) band, respectively. For each type of doping, we considered two different values at the Fermi level. These values are in close vicinity of the maximum of the PF obtained for the pristine case (see Fig. 4). As expected, a fixed Fermi level is leading to smaller values of the zT as the PF is not at its maximum. However, the trends pointed out in Section 2.4 for the zT with the length are not affected. For n-type doping the deviation from the optimal case is of the order of 0.2. Indeed, for n-type doping, the optimal Fermi level is almost constant (ranging from 1.14 eV to 1.16 eV) regardless of the length and the temperature of the system. For p-type doping, the optimal Fermi level varies a bit more with the length and mainly with the temperature. This leads to larger deviations of the zT. At 100 K, the optimal Fermi level is −0.61 eV and at 700 K it is −0.51 eV which is much closer to the top of the valence band.
Fig. 9 gives the PF as a function of the length of the system. It is computed using a rigid band shift model. These values correspond to the maximum of the PF (as illustrated in Fig. 4). The electrical conductivity is defined as σ = G/Ly where Ly is the thickness of the layer (typically 6.4 Å). Beyond 50 nm, the PF follows a typically exponentially decreasing trend with a characteristic length LPF56i.e. it follows a decay law of the form e−Lz/LPF.
![]() | ||
Fig. 9 Power factor for n-type and p-type MoS2−x (x = 3.3%) as a function of the length of the device and for 3 different temperatures. |
To include the effect of Umklapp scattering, we have made an assumption that the scattering of the phonons by the defects (sulfur vacancies) and the phonon–phonon Umklapp processes are uncorrelated. With this assumption, the phonon transmission coefficient is defined as follow:
![]() | (6) |
![]() | (7) |
![]() | ||
Fig. 10 From top to bottom group velocity, phonon lifetime and the mean free path (as computed in eqn (7)) for either pristine MoS2 or for a 3 × 3 cell with a sulfur vacancy. |
To obtain as defined in eqn (6), we average Λ(ωα(
)) over the reciprocal vector qz (where z is the direction of transport):
![]() | (8) |
Footnotes |
† For the disordered system, we have performed several calculations with different vacancy distributions; all of them lead to similar results. |
‡ For the nearest neighbor Mo atoms, the average variation of the on-site potential is 0.42 eV (compared with the pristine case) and it is only 0.13 eV for the nearest S atoms. |
§ Thermal conductivity is defined as: κ = Gph × Lz/(Lx·Ly), where Lz is the length of the device, Lx is the dimension of the MoS2 layer perpendicular to the transport direction, Ly is the thickness of the layer (typically 6.4 Å) and Gph is the phonon conductance as defined in eqn (2d). |
This journal is © the Owner Societies 2020 |