V. Saltas*ab,
A. Chroneoscd,
M. W. D. Cooper
e,
M. E. Fitzpatrick
d and
F. Vallianatosab
aSchool of Applied Sciences, Technological Educational Institute of Crete, Greece. E-mail: vsaltas@chania.teicrete.gr
bUNESCO Chair on Solid Earth Physics and Geohazards Risk Reduction, Greece
cDepartment of Materials, Imperial College London, London SW7 2AZ, UK
dFaculty of Engineering, Environment and Computing, Coventry University, Priory Street, Coventry CV1 5FB, UK
eMaterials Science and Technology Division, Los Alamos National Laboratory, P. O. Box 1663, Los Alamos, NM 87545, USA
First published on 26th October 2016
In the present work, the defect properties of oxygen self-diffusion in PuO2 are investigated over a wide temperature (300–1900 K) and pressure (0–10 GPa) range, by combining molecular dynamics simulations and thermodynamic calculations. Based on the well-established cBΩ thermodynamic model which connects the activation Gibbs free energy of diffusion with the bulk elastic and expansion properties, various point defect parameters such as activation enthalpy, activation entropy, and activation volume were calculated as a function of T and P. Molecular dynamics calculations provided the necessary bulk properties for the proper implementation of the thermodynamic model, in the lack of any relevant experimental data. The estimated compressibility and the thermal expansion coefficient of activation volume are found to be more than one order of magnitude greater than the corresponding values of the bulk plutonia. The diffusion mechanism is discussed in the context of the temperature and pressure dependence of the activation volume.
Defect processes, including self-diffusion mechanisms and the tentative formation of more complex defects,8,9 in actinide oxides nuclear fuels (UO2, ThO2 and PuO2, and their solid solutions) are important in determining the physical properties of the fuel. In particular, oxygen self-diffusion in nuclear fuel is important as it is linked with radiation damage tolerance,10 clustering of oxygen point defects that can drive the formation of high-burn-up microstructures during operation,11 and finally the migration and solubility of fission products.12 The use of atomistic simulations has the advantage that it can overcome the limitations and challenges of interacting directly with nuclear materials in reactor conditions. This has been realized by the community for decades and there is now comprehensive data on nuclear fuel materials that can advance our understanding of their properties and/or complement experimental studies.13–15
The high migration energies of nuclear fuel materials constitute the use of thermodynamic models in conjunction with atomistic simulations necessary to address defect processes at a wide temperature and pressure range (in particular low temperatures).16 In recent studies, molecular dynamics (MD) calculations have been employed with the so-called cBΩ thermodynamic model. In this model,17–20 Varotsos and Alexopoulos described Gibbs energy gi as proportional to the isothermal bulk modulus B and the mean volume per atom Ω, with c being the constant of proportionality. The cBΩ model has been applied to describe the defect processes of numerous materials21–26 including nuclear fuels such as UO2, PuO2, ThO2 and MOx.16,27–31 However, the studies of diffusion kinetics in stoichiometric PuO2 are rather limited as compared to other fluorite-structured nuclear oxides, such as UO2.
In the present study we investigate the self-diffusion of oxygen in PuO2 at elevated temperatures (300–1900 K) and pressures (0–10 GPa), by combining the cBΩ thermodynamic model with MD simulations. For the first time, a systematic study of self-diffusion in a nuclear fuel (PuO2) is carried out in the framework of the cBΩ model and various point defect parameters are estimated as a function of temperature and pressure. The results are discussed in the context of the related diffusion processes and are compared with other similar systems.
Our MD calculations are restricted only to these bulk properties since, at the low temperature range of our investigation (300–1900 K) the calculation of the diffusion coefficients is a very time-consuming process with large uncertainties, due to the high migration energy of oxygen defects. Notably, the pressure range (0–10 GPa) used in our MD calculations is significantly higher that the pressure of the fuels under operating conditions inside a nuclear reactor. However, apart from the theoretical interest as concern the pressure dependence of activation volume which is related to the mechanisms of diffusion, high pressures could be developed in crack tips and microstructural defects such as dislocations.40
| gact = cactBΩ | (1) |
| D(T, P) = fga02νe−cactBΩ/kBT | (2) |
In the above equation, f is the diffusion correlation factor which depends on the diffusion mechanism and the structure, g is a geometry factor, a0 is the lattice parameter, ν is the attempt frequency and kB is Boltzmann's constant.
According to eqn (1), various point defect parameters such as the activation entropy sact, activation enthalpy hact and activation volume υact can be derived from the elastic and expansion properties of the bulk material, at any temperature and/or pressure, through the following relations20
![]() | (3) |
![]() | (4) |
![]() | (5) |
Eqn (3) and (4) provide us with an alternative way of calculating the experimentally determined activation enthalpy hactexp and activation entropy sactexp in self- or hetero-diffusion processes or predicting them over a broad temperature and pressure range, in the case of limited diffusion data. Activation entropy is indirectly extracted in diffusion experiments from the pre-exponential factor Do which is derived after the modification of eqn (2). If we replace gact (=cactBΩ) in eqn (2) with hact − Tsact, then D(T, P) = fga02ν
exp(sact/kB)exp(−hact/kBT) and thus, Do = fga02ν
exp(sact/kB), which is experimentally determined, assuming that the parameters f, g and ν are known. Furthermore, the value and sign of the activation volume (refer to eqn (5)) is important in order to distinguish the kind of the diffusion mechanism, i.e., vacancies or self-interstitials.43
In order to estimate all the previous point defect parameters by means of the cBΩ model (see eqn (3)–(7)), the constant cact should be determined. In principle, cact equals to hacto/BoΩo where the subscript refers to T = 0 K, since according to eqn (4), gact = hacto at T = 0 K.20 The calculation of cact can be also achieved in different ways, based on the available experimental diffusion data. The mean value method is reliable when diffusivities are experimentally known over a broad temperature or pressure range.20,22,44 In the case where only a single diffusion measurement Di is available at a given temperature Ti (or pressure), the parameter cact is derived45 from eqn (2), under the condition that the pre-exponential factor fga0ν is roughly known. Subsequently, the diffusion coefficient D can be calculated at any desired temperature T (or pressure), provided that the elastic and expansion data are known at this temperature (or pressure).
| χi(T, P) = χo,i + biT + ciT2 + diP + eiP2 + fi(TP) + gi(TP)2 | (6) |
| Mean atomic volume, Ω (i = 1) | Bulk modulus, B (i = 2) | |
|---|---|---|
| χo,i | (12.9738 ± 0.0014) Å3 | (228.36 ± 0.08) GPa |
| bi | (3.67 ± 0.02) × 10−4 Å3 K−1 | (−4.98 ± 0.01) × 10−2 K−1 GPa |
| ci | (4.75 ± 0.07) × 10−8 Å3 K−2 | (−7.34 ± 0.50) × 10−7 K−2 GPa |
| di | (−5.84 ± 0.04) × 10−2 Å3 GPa−1 | 4.69 ± 0.03 |
| ei | (1.04 ± 0.03) × 10−3 Å3 GPa−2 | (−0.0750 ± 0.0018) GPa−1 |
| fi | (−1.53 ± 0.03) × 10−5 Å3 GPa−1 K−1 | (2.05 ± 0.02) × 10−3 K−1 |
| gi | (−2.8 ± 1.3) × 10−11 Å3 GPa−2 K−2 | (−2.39 ± 0.08) × 10−8 K−2 GPa−1 |
To proceed further to the implementation of the cBΩ model by using the simulated data of Ω(T, P) and B(T, P), the estimation of cact is necessary. In a recent study of oxygen self-diffusion in PuO2 in the high temperature range (1800–3000 K), Chroneos et al.27 reported the validity of the cBΩ model and estimated by the mean value method at temperatures below the superionic transition temperature (∼2400 K) the value cact = 0.3047 ± 0.0075 and the pre-exponential factor, Do = 1.621 × 10−3 m2 s−1. These values have been also used in the present case in order to estimate the temperature and pressure dependence of oxygen self-diffusion coefficients and various point defect parameters.
Fig. 2(a) shows the Arrhenius plot of oxygen self-diffusion coefficients DcBΩ over the temperature range 300–1900 K and at elevated pressures (0–10 GPa), according to the cBΩ model (see eqn (2)). In Fig. 2(b), the diffusion coefficients are plotted as a function of pressure (0–10 GPa), at selected temperatures. The knowledge of the dependence of diffusion coefficients on pressure is associated with the related diffusion mechanisms in the host material, through the estimation of the corresponding activation volumes. By taking the natural logarithm of both sides in eqn (2) and differentiating afterwards with respect to pressure, the following equation for activation volume, υact (=(∂gact/∂P)T) is derived
![]() | (7) |
By ignoring the second term which is much smaller than the first one, eqn (7) allows the estimation of υact from the slope of the plot of ln
DcBΩ versus pressure.20,45 Thus, the observed non-linear behavior of oxygen self-diffusion coefficients versus pressure in Fig. 2(b) implies that the activation volume υact does not remain constant over the entire pressure range at any calculated temperature. As a consequence, the contribution of more than one diffusion mechanism could be possible at elevated pressures. We shall return to this important defect parameter, later in this section.
The temperature and pressure dependence of the activation Gibbs free energy, gact, (see eqn (1)) are illustrated in Fig. 3(a) and (b), respectively. Activation Gibbs energy decreases with increasing temperature while the effect of pressure is more pronounced as temperature increases. Additionally, gact increases with increasing pressure while the slope of the curves decreases monotonically (Fig. 3(b)). The latter indicates that the activation volume υact also decreases with pressure (υact = (∂gact/∂P)T), in agreement with the pressure dependence of self-diffusion coefficients in Fig. 2(b).
![]() | ||
| Fig. 3 Activation Gibbs free energy gact of oxygen self-diffusion in PuO2 as a function of (a) temperature (300–1900 K) and (b) pressure (0–10 GPa). | ||
In order to calculate the activation entropy and activation enthalpy from eqn (3) and (4), the volume thermal expansion coefficient β of the bulk material has been estimated from the well known relation β(T, P) = Ω−1(∂Ω/∂T)P and is depicted in Fig. 4 in a 3D surface plot, as a function of pressure (0–10 GPa) and temperature (300–1900 K). Our estimations of volume thermal expansion coefficient at zero pressure (β = (3.022–3.955) × 10−5 per °C) are in good agreement with the reported mean value (a = β/3 = 1.116 × 10−5 per °C) of the linear thermal expansion coefficient of stoichiometric PuO2, measured from 25 °C to 1420 °C.46
![]() | ||
| Fig. 4 3D surface plot of the volume thermal expansion coefficient β, (β = Ω−1(∂Ω/∂T)P) of PuO2, as a function of temperature (300–1900 K) and pressure (0–10 GPa). | ||
The temperature and pressure dependence of activation entropy sact and activation enthalpy hact are illustrated in Fig. 5 and 6, respectively. Activation entropy increases with temperature while large values are observed, ranging from 7 kB to 14.5 kB, depending on the pressure range. The corresponding high values of the term Tsact, in conjunction with the activation Gibbs energy (refer to Fig. 3), results in high values of activation enthalpies, hact (5.6–6.7 eV), over the whole temperature and pressure range (see Fig. 6). These estimated values of hact are comparable with the activation energies reported recently for oxygen self-diffusion in UO2 (5.6–6.5 eV) and ThO2 (5.9–6.9 eV), over the same pressure range (0–10 GPa).29,31
![]() | ||
| Fig. 5 Activation entropy sact (in kB units) of oxygen self-diffusion in PuO2, as a function of (a) temperature (300–1900 K) and (b) pressure (0–10 GPa). | ||
![]() | ||
| Fig. 6 Activation enthalpy hact of oxygen self-diffusion in PuO2, as a function of (a) temperature (300–1900 K) and (b) pressure (0–10 GPa). | ||
Finally, the temperature and pressure dependence of activation volume are shown in Fig. 7(a) and (b). The values of activation volume range from less than one mean atomic volume (Ωo) to about 2.5 Ωo. A considerable increase in υact with increasing temperature appears in isobaric curves which exhibit an upward curvature i.e., at P = 0 and 1 GPa. However, the downward curvature observed at higher pressures restricts the values of υact close to Ωo. In other words, the effect of pressure compensates the role of temperature to the variation of the activation volume.
By taking into account the definition of activation volume υact (eqn (5)) in relation to eqn (1), the thermal expansion coefficient βact and the compressibility κact of the activation volume are expressed as follows20
![]() | (8) |
![]() | (9) |
These expressions enable the estimation of these two point defect parameters only from elastic and expansion properties of the bulk material. Their importance has been often underestimated in the literature by assuming that the compressibility of activation volume is equal to that of the bulk (κact ≈ κ = 1/B) while the same also holds for the volume thermal expansion coefficient (βact ≈ β).30,47,48 These disputed assumptions are of considerable importance in the field of geophysics where at the lower mantle of the earth, the pressures are of the order of the bulk moduli of the constituent minerals49 and the dominant mechanism of deformation is diffusion-controlled creep.50
In the present case of oxygen self-diffusion in plutonia, the quantities βact and κact have been plotted as a function of temperature and pressure in Fig. 8 and 9, respectively. Two key points need to be emphasized. Firstly, the values of βact and κact are more than one order of magnitude higher than the corresponding values of bulk plutonia. Secondly, a peculiar behavior of the above quantities is observed around 700 K. Specifically, βact varies from 31.0 to 50.6 × 10−5 per °C at zero pressure and from 8.3 to 65.8 × 10−5 per °C at the maximum pressure, P = 10 GPa. At the same time, κact lies between (4.05–5.97) × 10−11 Pa−1 at room temperature and (5.02–7.90) × 10−11 Pa−1 at 1900 K, depending on the applied pressure. The ranges of the corresponding compressibility values, κ, of the bulk plutonia are (0.47–0.39) × 10−11 Pa−1 and (0.76–0.50) × 10−11 Pa−1 (refer to Fig. 1(b)). As concern the thermal expansion coefficient of the activation volume, at temperatures below 700 K, the effect of pressure causes the increase of βact while at temperatures higher than 700 K, βact decreases with pressure (refer to Fig. 8). The isotherm of 700 K corresponds to the minimum values of κact with respect to the other isotherms, over the entire pressure range. This “critical” temperature is low enough to be associated with any possible phase transition of the bulk but coincides roughly to the turning point in the plot of the specific heat of plutonia versus temperature, where the slope changes from increasing to decreasing.51 Since, specific heat (at constant pressure) is related directly with the thermal expansion coefficient, we expect these quantities to exhibit similar characteristics.
![]() | ||
| Fig. 8 3D surface plot of the thermal expansion coefficient of the activation volume βact, as a function of temperature (300–1900 K) and pressure (0–10 GPa). | ||
![]() | ||
| Fig. 9 3D surface plot of the compressibility κact of the activation volume as a function of temperature (300–1900 K) and pressure (0–10 GPa). | ||
Large differences between βact, κact and β, κ have also been reported by Sarlis and Skordas, in the case of oxygen self-diffusion in UO2.30 However, there is no indication of any reversible effect of temperature to βact and κact, in their calculations. The compressibility of the activation volume for vacancy motion in the alkaline earth fluoride, CaF2, which is isomorphous with actinide oxides, has been found to be forty times the compressibility of the host material. Additionally, a large (but negative) value of thermal expansion coefficient of activation volume has been reported at the same time.52 These reported values are consistent with our findings, suggesting that the fluorite structure with the low ionic packing factor should be responsible for the high compressibility of the activation volumes in each case. In many cases such as in metals or alkali halides, the compressibility of activation volume has been reported to be even 2–9 times greater than the corresponding value of the bulk, at zero pressure.53–55 The fact that κact > κ arises from eqn (9), where (∂B/∂P)T is always much greater than unity, while (∂2B/∂P2)T takes negative values.20,55
Recalling that the activation volume corresponds to the isothermal volume change of the crystal due to the formation and migration of a defect, we expect that, in the case of an oxygen vacancy formation that is accompanied by an outward relaxation, due to the electrostatic repulsive forces between the adjacent Pu cations, the increase of temperature (at ambient pressure) should result in an increment of the volume available to the vacancy, due to the lattice thermal expansion.43 Taking into account that the volume change between the equilibrium state and the excited state at the saddle-point (migration volume) contributes further to the total change of activation volume, the thermal expansion coefficient of υact is expected to increase more than that of the crystal. Consequently, the compressibility of the activation volume which is related to the vacancies should also increase.
The validity of the cBΩ model has been recently verified in the cases of oxygen self-diffusion in actinide oxides (ThO2, UO2 and PuO2) over a wide pressure and temperature range.27–29,31 Nevertheless, in all cases, the estimations of the point defect parameters were restricted only to activation energies and activation volumes, without any extensive calculations over their reported pressure and temperature range. Our estimated values of the point defect parameters according to the cBΩ model, in conjunction with the previous reported values and some representative experimental and theoretical estimations of diffusivities in actinide oxides,56–59 are summarized in Table 2. Our estimations of activation enthalpies are comparable with the theoretical predictions but deviate considerably from the experimental values that are scattered at a lower energy range. This discrepancy could be attributed to some extent, to the fact that the experimental measurements are referred to nominally stoichiometric oxides since an exact stoichiometry is impossible to be achieved.56,59
| Oxide | Temperature/pressure | cact | Do (m2 s−1) | hact (eV) | sact (kB) | gact (eV) | υact (×10−29 m3) |
|---|---|---|---|---|---|---|---|
| a This study.b The mean atomic volume of PuO2 at T = 0 K, P = 0 GPa, is Ωo = 1.29738 × 10−29 m3. | |||||||
| PuO2 | 300–1900 K, 0–10 GPaa | 0.3047 ± 0.0075 | 1.621 × 10−3 | (5.64–6.65) ± 0.61 | (7.27–14.48) ± 0.72 | (3.45–6.18) ± 0.27 | (1.06–3.20) ± 0.11b |
| 1800–2400 K,27 2400–3000 K (ref. 27) | 0.3047 ± 0.0075, 0.0604 | 1.621 × 10−3, 2.234 × 10−8 | — | — | — | — | |
| 993–1293 K (ref. 56) | — | 1.30 × 10−6 | 2.09 | — | — | — | |
| 1000–1290 K (ref. 57) | — | 1.19 × 10−7 | 0.44 | — | — | — | |
| 773–1373 K (ref. 58) | — | 1.87+1−1.6 × 10−6 | 1.94 ± 0.29 | — | — | — | |
| ThO2 | 300–1900 K, −10 to 10 GPa (ref. 31) | 0.3388 | 3.442 × 10−4 | 4.75–6.90 | — | — | 1.93–2.12 |
| 1100–1473 K,56 1473–1900 K (ref. 56) | — | 1.00 × 10−10, 5.73 × 10−6 | 0.77, 2.16 | — | — | — | |
| UO2 | 300–1900 K, 0–10 GPa (ref. 29) | 0.3052 | 1.277 × 10−4 | 5.65–6.52 | — | — | 1.45–1.77 |
| ∼2000–2400 K (ref. 60) | — | — | 5.7 | — | — | — | |
| 1548–1923 K (ref. 61) | — | 2.6 × 10−5 | 2.6 | — | — | — | |
To the best of our knowledge, the only reported values of activation volumes were also derived in the basis of the cBΩ model for UO2 and ThO2, over the temperature range, 700–1500 K (see Table 2), but without any estimation of their pressure dependence.29,31 Our estimated values (2.07–2.81 × 10−29 m3) over the same temperature range are comparable with these reported values. In a first thought, activation volumes close to Ωo (∼1.3 × 10−29 m3) could be consistent with a vacancy-mediated diffusion, since the formation of an oxygen vacancy corresponds to a formation volume close or greater than Ωo, considering the contribution of the positive relaxation volume around this defect. At this point, we should mention that the observed curvature of the diffusion coefficients with pressure (see Fig. 2(b)) could be solely attributed to the pressure dependence of the activation volume only if a linear relation between ln
D and υact is valid.20,62 However, this is excluded in our case, since υact varies in a non-linear way with pressure (see Fig. 7(b)) and thus the plot of ln
D vs. υact deviates from linearity, over the entire pressure range, at any given temperature. Thus, the diffusion process should be more complicated than a single vacancy mechanism and an additional process should be taken into consideration. This is compatible with the vacancy-mediated diffusion through the formation of short-lived Frenkel pair formation (pseudo-Frenkel pair) that has been considered in our MD calculations for actinide oxides.36,37 Thus, in the case of PuO2, the migration pathway includes the energy to create the pseudo-Frenkel pair (formation energy) and the energy to move an oxygen vacancy (migration energy). For example, in the case of UO2 and ThO2, the oxygen pseudo-Frenkel energies were estimated to be 4.42 eV and 4.70 eV, respectively.37 As concern the corresponding activation volumes in PuO2, at ambient pressure, the creation of the pseudo-Frenkel pairs corresponds to a formation volume close to zero,63 while the outward relaxation of the lattice should be positive but small. So, our high estimated values of υact are attributed to the high values of its thermal expansion coefficient, rather than the diffusion mechanism itself. The thermal expansion of the lattice at elevated temperatures is accompanied by a drastic change of the thermal expansion of activation volume and thus, υact increases considerably. However, at higher pressures, the temperature-induced volume change is smaller and we expect the activation volume to increase to a lesser extent than at zero pressure.
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