Abstract
Advanced nuclear power systems and nuclear fuel cycles will require nuclear fuels capable of higher burnup and with higher transuranic concentrations than those previously developed for current nuclear power plants. Expensive qualification tests are required to validate the thermal and mechanical performance of fuels in normal and accident-scenario operations. Research of surrogate systems with specific properties and characteristics of advanced nuclear fuels can be an effective way to frame the problem, reduce costs, and support the technical development of future research. From this perspective, lanthanide counterparts like mixed oxides of Ce and Nd can provide replica systems for many technological properties of the actual fuels. These ceramic systems can lead to a better understanding of the fundamental irradiation processes responsible for the evolution of their microstructures, the interplay with charge and defect localisation, and the evolution of their mechanical properties. In non-stoichiometric MO2−x binary systems (M = Ce, Pr, and Tb), there is evidence of systematic ordering of vacancies resulting in a deviation from the ideal fluorite structure and the formation of several intermediate fluorite-related phases. Substitution of the 4+ cations with 3+ cations in these systems drives the formation of oxygen vacancies as a charge compensation mechanism. By analogy with MO2−x systems, a variety of similar intermediate phases would also be expected to form in the MO2:Ln2O3 (Ln = La, Nd, Gd … etc). However, in order to achieve chemical homogeneity and charge ordering, prolonged annealing just above the charge ordering transition temperature is required, covering a time-scale determined by the chemical diffusion coefficient. Achieving these conditions with powder metallurgy techniques, commonly employed in literature, is practically impossible. This paper reviews the transport properties and structural features found in these surrogate systems which may be helpful in addressing challenges facing advanced nuclear fuels. We present results of a recent diffraction experiment investigating the structure of neodymium doped ceria synthesised using soft chemical methods. The sample shows a deviation from previous literature as the diffraction data is best described by a monoclinic Ln6O11-type structure (SG P21/c), often referred to as “β phase” in PrO2−x.
1 Introduction
The design, fabrication, and performance of advanced nuclear fuels, particularly those containing a significant fraction of Pu and minor actinides, is a significant challenge that requires a fundamental understanding of the thermodynamics, transport, and chemical behavior of complex materials during processing and irradiation. An understanding of complex phenomena occurring in these systems is a requirement for building robust models of complex phenomena including transport and phase segregation. This knowledge will be a requirement for any large-scale fuel fabrication and performance calculations. Advanced fuels, waste forms, and separations technologies are highly interactive, multi-component systems. This entangled context is a challenging area in complexity, with broad implications across science and technology. Significantly, there is a substantial lack of knowledge on fundamental materials properties for unirradiated advanced actinide fuels. This situation is due to several reasons: the current experimental knowledge basis of the minor actinides is small, principally because there were no engineering needs in the past; experiments are inherently difficult because of their radiological constraints but also because the properties of these systems can change sharply with composition and experience internal decay heating; the mechanisms of radiation damage formation in ceramic fuels from elastic collisions with high-energy neutrons and from fission product recoils are not well understood. These constraints are therefore motivation for research of surrogate systems that can exhibit some of the relevant behaviours of the advanced fuels.
Like many major countries in the world trying to decarbonize their energy mix, the United Kingdom has plans to significantly accelerate the building of new nuclear reactors with a capacity of up to 25 GW by 2050 providing 25% of electricity. This has also led to the recent announcement of the building of the first new nuclear power station at Hinkley Point C in Somerset (; ). As part of this strategy, United Kingdom has plans to invest in High-Temperature Gas Cooled Reactors HTGR as advanced modular reactors. In addition to producing electricity from nuclear, these AMR’s are planned with the aim to clean hydrogen as well as heat that could be used by industries. The efficient operation of these new nuclear reactors requires the need to understand fuel performance as fission products and minor actinides like Pu build-up during reactor operation. In addition, energy from nuclear has always been plagued by poor public perception because of risks associated with the management of spent nuclear fuel and nuclear waste. Among various significant scientific and technological efforts made to underpin fundamental science backing these challenges, a science-based understanding of complex oxides comprising various lanthanides and actinides (including U and Pu) is key to building a new nuclear future.
Fission products produced during nuclear fission are not created equally, rather their distribution contains two peaks around Mo and Tc (A ≈ 91) and around Xe and lanthanides (A ≈ 142). Importantly many of the lanthanide elements (Pm, Sm, etc) are high-yield fission products. Solid fission products produced during fission ultimately end in one of three states within the nuclear fuel. Depending on the thermodynamic driving force for a particular reaction to occur across the range of temperatures relevant to the problem (operando conditions, storage, …), some elements quickly oxidise while others do not. Mo and Ru with minor amounts of Pd and Rh migrate to grain boundaries and form metallic phases. Other elements, including most of the lanthanide fission byproducts, have very low Gibbs energies of formation of oxides: they vigorously compete with the fuel for oxygen to form a solid solution within the oxide fuel matrix (). Determining which state a species of fission product will ultimately end up in is possible by comparing the Gibbs formation energy of the fission product oxide with that of the fuel. Formation of these solid solutions has wide-ranging effects on both the structure and properties (mechanical, thermal, and transport) of the fuel and as such, it is important therefore to have a fundamental understanding of the consequences arising from the formation of these solid solutions.
Long-lived plutonium and minor actinides, although present in nuclear waste at relatively low concentrations, are associated with long-term radiotoxicity and are hazardous if released into the biosphere. These elements have a particular influence on the definition of the waste management framework (storage or longer-term disposal). In advanced nuclear fuels, the presence of these elements can represent a substantial fraction of the fuel. The behavior of these systems is also interesting for the fundamental chemical and structural properties of these elements. Materials such as Al2O3, MgO, CeO2, MgAl2O4, Y3Al5O12 and stabilized zirconia (ZrO2:Y, YSZ) have been investigated in the past as host matrices for Pu and minor actinide incineration, either in solid solution or in dispersed form (). Indeed, YSZ and CeO2 are some of the best candidates among the oxide-based materials considered as host matrices. Since Pu and minor actinides are highly radioactive and radiotoxic, they must be handled in glove boxes with particular care. In order to conduct fundamental research in this field, it is very important to use non-radioactive substitutes in place of these elements before carrying out actual experimentation on systems presenting radiological risks. Cerium dioxide can be used as a substitute material for plutonium oxide (Tyagi et al., 2002), while Neodymium oxide (Nd2O3) has been widely used as a simulant for two minor actinides, Americium (Am2O3) and Curium (Cm2O3) oxide (Williams et al., 2013). The reason for this choice is mainly attributed to the ionic radii and iso-structural crystal structures of the respective compounds in the solid state. CeO2 was tested as an inert matrix component in the EFTTRA experiment (). Similarly to its use as a plutonium surrogate, CeO2 has been used as a surrogate for UO2 in some research capacities (Sonoda et al., 2006; Stennett et al., 2013), however the situation is complicated by the ability of UO2 to form hyperstoichiometric UO2+x which CeO2 cannot. Other materials used to simulate the properties of UO2 include ZrO2 () and HfO2 (Tucker et al., 2015).
The phase stability of these complex oxides is also of interest when it comes to powering space systems using Radioisotope thermometric Generators (RTG) that utilise the decay from 238Pu. With the scarcity of 238Pu, the European Space Agency (ESA) is exploring other isotopes such as 241Am in various fluorite-type mixed oxides phases. While the capability to handle Am-based oxides is limited, fundamental work on understanding the phase stability has heavily relied on the use of surrogates like CeO2 and Nd2O3 to understand the behaviour of AmO2 or PuO2 and Am2O3 respectively (Watkinson et al., 2017; Vigier et al., 2018). Hence understanding the phase stability of complex oxides is key to various future nuclear technologies.
2 Pseudo-binary systems of cerium and lanthanide oxides
2.1 Mixed valence states of lanthanide oxides
The chemical properties of lanthanides are largely determined by their valence shell electrons. Most lanthanides are trivalent because the energy levels of 4f electrons have lower energies than those of the outer electrons, 5d6s2: typically, 4f radial functions are localized and they do not contribute actively to the bonding with other elements when an oxide is formed. This explains why most lanthanides are chemically similar, but some of them are notable exceptions: Hund’s rule states that empty, half-filled, and completely filled electronic levels are more stable configurations. Therefore, Ce4+ and Tb4+ can give up an f electron to achieve an empty and half-filled 4f level, respectively, whereas Eu2+ and Yb2+ would add an f electron to have a half-filled or completely filled 4f level, respectively. The same mechanism can explain the existence of mixed valence states involving the Pr4+ and Sm2+ ions, as observed for instance in compounds like Pr6O11.
2.2 Polymorphism of lanthanide oxides
All lanthanides can form a sesquioxide but, as for Ce at standard temperature and pressure, this may not be the stable equilibrium composition. There are five different polymorphs for the sesquioxide phases (Zinkevich, 2007), the phase diagram is illustrated in Figure 1: These are labeled as A, B, C, H, and X. The A-type polymorph (trigonal) exists for the light lanthanides (that also have larger ionic radii); they transform to the H-type polymorph (hezagonal) at higher temperatures, and then to the X-type (cubic) at even higher temperatures. The B-type polymorph (monoclinic) is characteristic of the middle lanthanides; they also transform to the H and X polymorph at high temperatures, near their melting point. The cubic C-type polymorph (also referred to by the corresponding mineral name, bixbyite) is encountered for heavy lanthanides. The C-type polymorph transforms to the B-type upon heating, and then to the H-type before melting. All these structures can be derived from the prototype fluorite phase (face-centered cubic) that is commonly observed in CeO2 at room temperature and ambient oxygen partial pressure.
FIGURE 1
At room temperature, the structure of Nd2O3 is typically reported as a trigonal A-type (space group ). However, metastable B-type or C-type structures are sometimes observed (Warshaw and Roy, 1961;
Cerium, praseodymium, and terbium can form tetravalent or partially tetravalent oxides as CeO2, Pr6O11, and Tb4O7. Since the free enthalpies of formation of the sesquioxides of these three elements are close to those of the respective higher oxides, a whole series of intermediate oxide phases is observed for these three compounds with stoichiometries LnOx (1.5 < x < 2) that can be produced by controlling the temperature, oxygen pressure, and sometimes by quenching the sample. Further discussion of the structural features of the Ce-O phase diagram is carried out in Section 3.
2.3 Defect compensation in cerium dioxide
In any real crystal, at a sufficiently high temperature, there will be an equilibrium concentration of intrinsic (stoichiometric) defects within the crystal structure. In ionic solids, interstitial and vacancy defects are known as Frenkel and Schottky defects respectively. In fluorite structures, it is expected that the fraction of metal defects is negligible at any temperature (
The formation energies for each defect type in ceria are given in Table 1. From these formation energies, it can be seen that cation Frenkel defects are indeed unlikely to form in ceria, and anion Frenkel defects are the predominant mechanism for the intrinsic disorder. As a result, the cation sublattice is highly stable (Zhang and Hong, 2017). The anion Frenkel defects can be formally described by the following Kröger-Vink equation:Where denotes an oxygen atom occupying an oxygen position in the lattice, an oxygen vacancy with a +2 charge (represented by ••) and an oxygen interstitial with a −2 charge (represented by ′′). Between 450K and 1550K, CeO2−x is a mixed n-type semiconductor where the conduction takes place by small-polaron transport. The ionic contribution to the total conductivity is quite low: in pure reduced ceria, at 1250K and at pO2 ≈ 10–6 atm, it is less than 3% of the total (
TABLE 1
| Formation energy | eV |
|---|---|
| Schottky | 3.53 |
| Anion Frenkel | 3.2 |
| Cation Frenkel | 11.11 |
Formation energies of intrinsic defects in CeO2. Data obtained from (
2.4 Charge compensation mechanisms in doped cerium dioxide
Doping CeO2 with trivalent lanthanides, (e.g., Nd3+) causes Ce4+ ions to be substituted by Ln3+ ions. This substitution drives the formation of defects in the crystal in order to compensate for the charge difference between the ions and keep the crystal electrically neutral.
2.5 Topological features of O vacancy clustering in LnnO2n−2
(Ln = Ce, Tb, Pr) Tetrahedron-shaped building blocks are interesting enough by themselves, but under the right circumstances, we have discovered they do something remarkable. Under irradiation, these anion-centred building blocks demonstrate an unanticipated ability to re-arrange themselves into superstructures (Patel et al., 2020;
FIGURE 2

The ι phase (n = 7, Ln7O12) of mixed valence lanthanides like Ce, Pr, and Tb (left panel) is a three-dimensional stack of OLn4 tetrahedra (red colour) linked together by 5 out of 6 edges. The blue-colour tetrahedra correspond to the positions of the O vacant sites. The C-type bixbyite phase of heavy lanthanides (n = 4, Ln2O3) is also a three-dimensional stack of OLn4 tetrahedra but linked by 4 out of 6 edges. This demonstrates the two structures have identical connectivity and they can have interesting topological properties.
When these tetrahedra come together, they stack with their tips either up or down. As these blocks assemble, their corners (the metal ions) are shared. This configuration provides a dense packing compatible with the constraint of maintaining optimum cation-anion distances and leads to trigonal-domain formation. In the irradiation-induced transformation between the ι and C-type phases, the first neighbour distances are kept unchanged but a change of the tetrahedral networks takes place. From a topological perspective, this can be described as a transition between a disentangled, low-density configuration of empty tetrahedra (the isolated ones of the ι phase) and an entangled, high-density configuration of these empty tetrahedra that assemble in groups of 4, forming a more topologically complex motif.
The topological arrangement of the O vacancy clusters in the δ phase (Figure 3) is topologically equivalent to the one observed in the ι phase, though less dense and producing a stripe-like pattern that develops along the b axis of this monoclinic structure. The anisotropy of this organization of tetrahedra in stripes is nevertheless affected by the complex microdomain twinning of these phases produced by the ferroelastic nature of their relation to the parent prototype fluorite structure.
FIGURE 3

Representation of the three-dimensional stack of OLn4 tetrahedra (red colour) in the δ phase (n = 11, Ln11O20 or LnO1.818). The tetrahedra connectivity is topologically equivalent to the one observed in the ι phase (n = 7, Ln7O12) but the density of empty tetrahedra (blue colour ones) is lower. The correlation between empty tetrahedra is maintained along the b direction of Ln11O20 that roughly corresponds to the a direction of Ln7O12 (hexagonal setting). On the other hand, the correlation is different along the b direction of Ln7O12, forming a distinctive stripe-like pattern in Ln11O20.
These observations also apply to the β phase structure, where the stack of the empty tetrahedra describing the environments of the O vacancies is also anisotropic (see Figure 4).
FIGURE 4

Representation of the three-dimensional stack of OLn4 tetrahedra (red colour) in the β phase (n = 12, Ln12O22, or LnO1.833). This is the first phase encountered during the reduction of LnO2 fluorite systems. The tetrahedra connectivity is topologically equivalent to the one observed in the ι and δ phases (n = 7 and n = 11) but with a lower density. The correlation between empty tetrahedra (blue colour ones) is still more pronounced along the b direction, an anisotropic feature already observed for the δ phase.
Though the radiation stability of this structure is not well known, it forms during the irradiation of CeO2 in the slightly reducing conditions of the secondary vacuum of the irradiation chamber (
2.6 Structure metastability and kinetic effects
There is a considerable divergence in the results describing the fluorite-based phase diagrams, particularly evident in the assessment of the phase diagram of pure and aliovalent-doped zirconia. This problem is related to a variety of metastable structures and to the difficulty of reaching thermodynamic equilibrium conditions in experiments below 1500 K. While the phase stability between two competing structural organisations is driven by their free enthalpy difference, ΔG. Nevertheless, the actual free enthalpy barrier between the two phases is a factor of paramount importance when the polymorphic phase transition has martensitic or reconstructive character (for instance a change in the first sphere of coordination of the cations). The large hysteresis associated with the tetragonal to monoclinic phase transition in pure zirconia (Simeone et al., 2003) and hafnia is a clear illustration of this effect, more remarkable because these are diffusionless phase transitions.
The stabilization of a metastable organisation can be more severe in morphotropic phase transformations requiring cation diffusion because the local chemical cation composition strongly affects the local oxygen stoichiometry. In a diffusion process, the well-known relation provides an estimate of the time interval t, in which the average atom travels over the distance x when D is the temperature-dependent diffusion coefficient. It is customary to suppose the temperature dependence of the diffusion coefficient for both cations and anions follows an Arrhenius law:The prefactor coefficient D0 has about the same magnitude for anions and cations in fluorites (0.03–0.08 cm2s−1, but, much more important, the migration enthalpy Qm is much higher for cations (about 4 eV) than for anions (typically about 1.3 eV) (
Therefore, the diffusion rate of cations is very slow, as illustrated in Figure 5, whereas that of oxygen is so fast that most of these compounds can be used as oxygen-ion electrolytes in devices. In order to establish true phase equilibria at low temperatures in systems containing more than one cation, the production of ceramics using ordinary solid-state reactions should be avoided as it relies primarily upon atomic diffusion. In this context, the challenge is the possible existence of an ordering transition temperature for the metal ions sharing the same cation sublattice. Indeed, in some compounds, a cation selectivity for particular sites in the crystal structures is observed, an effect that also influences the final distribution of defects in the more mobile oxygen sublattice. Experimental evidence suggests this cation-ordering temperature below 1400 K (
FIGURE 5

Comparison of the time interval of oxygen ions and cations required to diffuse over 1 μm at various temperatures, assuming typical values of fluorite structures: cm2s−1 (red curve), eV and cm2s−1, eV for cations (blue curve). It is worthy of notice that, at 1400 K, it takes 1 year for cations to diffuse over 1 μm, a characteristic length for functional properties; it takes about 1 day at 1700 K. Therefore, conventional annealing treatments below 1400 K cannot produce systems at thermodynamic equilibrium when the initial heterogeneity of the system is of the order of 1 μm.
Another factor preventing cation homogeneity at all scales is the effect of kinetic demixing. Kinetic demixing of a ternary solid solution oxide can occur over a few monolayers across an interface when the transport rates of the constituent oxides are different, provided that these different rates of diffusion are not limited by oxygen diffusion (Schmalzried et al., 1979). Fluorite structures where two aliovalent cations are present are therefore a typical case where the effect can be observed. Chemical demixing is driven by the existence of a stress gradient at the grain boundaries and interfaces, favouring stress-directed diffusion from regions in compression to regions in tension, until a sufficient concentration gradient builds up opposing further segregation. The effect produces a selective increase of the concentration of the trivalent metal ion that has a larger volume of the corresponding oxide in the topmost layers at the grain boundary, and the reverse effect on the monolayers immediately beneath the interface region. The spatial amplitude of this compositional fluctuation typically does not exceed the nanometer scale across the grain boundaries of the mixed oxides of lanthanides (Surble et al., 2008).
2.7 Soft chemistry processes to mitigate cation heterogeneity
Freeze drying (Shlyakhtina et al., 2004) and sol-gel syntheses (
3 Structures in fluorite related oxides
Ideally, lattice parameters of solid solutions are expected to vary linearly with the concentration of the substituted ion, following the empirical Vegard’s law (Vegard, 1921). The pertinence of such law agrees with the additivity of ionic radii, as earlier suggested by Pauling and Huggins (1934), implying that atomic volumes remain constant independently of the extent of the mixing. However, diffraction techniques are based on the coherent interference generated by long-range order, therefore, the information obtained by these techniques is averaged over many unit cells. Deviations from linearity can be observed experimentally in many systems and can be attributed either to actual bond length variations or to eventual long-range ordering phenomena. The understanding of the behaviour of the lattice parameter in mixed cerium-lanthanide oxides is not only an academic problem: indeed, under changes of the oxygen partial pressure or in presence of operating gradients typical of electrolyte systems, chemical expansion can promote cracking of cerium oxide ceramics, therefore, the requirement of the knowledge of the lattice parameter behaviour to predict safe operating conditions. Moreover, an increase in lattice parameters is generally associated with a decrease in the elastic modulus, requiring additional mechanical assessment in device design. The buildup of mechanical stress is also relevant to phenomena like kinetic demixing that we have already mentioned. In pure ceria, lattice expansion arises by defect formation by the relevant reduction reaction Eq. 2. The lattice expansion is believed to result from the combined effects of the formation of defects during this reduction reaction, namely the increase in ionic radius, resulting from the decrease of the formal valence state of the cations from +4 to +3, and the formation of positively charged oxygen vacancies with subsequent electrostatic repulsion of the cation neighbours.
3.1 Salient structures in undoped CeO2−x
Pure ceria crystallises in the fluorite structure (Figure 6, with atomic positions given in Table 2), a cubic structure with the space group . In the fluorite structure, cerium ions take a face-centred pattern, occupying the corners and the faces of the cubic-unit cell in eightfold coordination with the oxygen ions, which themselves form a simple cubic arrangement with the ions in fourfold coordination inside the cerium tetrahedra.
FIGURE 6

The fluorite structure. Teal spheres represent the cations while the red spheres represent the anions.
TABLE 2
| Atom | Site | Fractional coordinates |
|---|---|---|
| Ce | 4a | 0,0,0 |
| O | 8c |
Atomic positions for the fluorite structure in the space group.
The fluorite structure is known to be a stable structure, as ceria maintains this structure over a wide compositional range and temperature. Neutron diffraction data shows that CeO2 maintains a single-phase fluorite structure over the temperature range 40–1,497°C and that at higher temperatures oxygen vacancies shift along the ⟨111⟩ directions (Yashima et al., 2006).
FIGURE 7

Phases present in the CeO2—Ce2O3 system as identified by Bevan. The end members are highlighted in green and the intermediate phases are coloured yellow. Black regions were not reported in the study. Data were taken from (50).
3.1.1 The ι phase Ln7O12 (LnO1.714)
Of the known phases in the LnnO2n−2 series, the structure corresponding to n = 7, corresponding to the ι phase, is considered to have the highest stability and occurs across all three of the rare earth oxide systems. Originally this composition was proposed in the work by Bevan et al. (Zinkevich, 2007) who proposed structural models over the composition range CeO1.722−1.717 with trigonal symmetry in a hexagonal setting with lattice parameters of a = 3.921 and c = 9.637, however, no actual structural model was refined.
A study by Ray and Cox (1975) attempted to determine the crystal structure of Ce7O11 through neutron diffraction of both single crystals and powders. The powder contained both strong peaks that could be indexed as a face-centred cubic cell, like the fluorite structure, but also weak reflections which were indexed in terms of a hexagonal cell, and the structure was refined using the structural model of UY6O12. This structure of Ce7O12 is related to the parent CeO2 by placing the oxygen vacancies in strings along the axis of the fluorite structure. The formation and ordering of oxygen vacancies reduce the coordination of the cations, with one-seventh found in sixfold coordination while the remaining are in a sevenfold coordinated environment (Ray and Cox, 1975), lower than the ideal eightfold coordination characteristic of the ideal fluorite structure. This string of vacancies is said to represent the basic building block for the family of LnnO2n−2 family of phases.
Neutron diffraction studies conducted by Von Dreele et al. (1975) on the Pr7O12 system also concluded the structure to be of rhombohedral symmetry with the space group. The atomic positions of the structural model are given in Table 3.
TABLE 3
| Atom | Site | Fractional coordinates | ||
|---|---|---|---|---|
| Pr (1) | 1a | 0 | 0 | 0 |
| Pr (2) | 6f | 0.3005 | 0.1405 | 0.6018 |
| O (1) | 6f | 0.9338 | 0.0654 | 0.6860 |
| O (2) | 6f | 0.5684 | 0.4125 | 0.823) |
| VO | 2c | |||
Atomic parameters of the rhombohedral setting of the trigonal space group determined by Von Dreele et al. (1975).
They found that it is the Pr (
The same structure was reported in the Tb7O12 system by Zhang et al. (1993) who analysed neutron diffraction data from Tb7O12 powders. Similarly to the Pr7O12 system, the Tb (
3.1.2 The β phase Ln6O11 (LnO1.833)
The β phase of the series LnnO2n−2 is that of n = 12. Similarly to the ι phase, it is considered to be a highly stable phase in the series, occurring at atmospheric oxygen pressures and at room temperature (Zhang et al., 1996a). An early study on single crystals of Pr6O11 by
Later studies by Zhang et al. (1996b) used neutron powder data to determine the structure of Pr12O22 through rietveld analysis of powder neutron data. The structure was found to be monoclinic, similar to the earlier study by Lowenstein et al. However the space group was determined to be P21/c as opposed to P21/n previously proposed. The most surprising finding was the absence of the oxygen vacancy pairs found in other members of the LnnO2n−2 series such as Ln7O12. Instead only single oxygen vacancies were observed to be distributed in the lattice in a uniform pattern. The relationship between the monoclinic structure and fluorite lattice vectors is given by:In the various structures of the series LnnO2n−2 there is a common defect cluster with which these intermediate structures can be built, proposed by
3.2 Notable structural features in ceria doped with Ln2O3
3.2.1 Global average structure
As mentioned in earlier, substitution of Ln+3 ions for Ce+4+ introduces oxygen vacancies in the system, which as their concentration increases has an effect on the system’s structure. Due to the similarity of charge compensation mechanisms, one would expect the binary system CeO2:Ln2O3 to form the same cornucopia of intermediate phases as the undoped system.
The first and most important effect that doping ceria with trivalent ions has is that a phase change occurs once the amount of dopant reaches some critical value (xc). The system changes from fluorite to the rare earth C-Type structure (also referred to as bixbyite), one of the polymorphs of the lanthanide sesquioxides discussed in Section 2.2.
The C-type structure (space group ) is closely related to the fluorite structure, and can be formed by placing eight anion-deficient fluorite octants together (Figure 8, atomic positions given in Table 4). A C-type octant is formed by taking a fluorite unit cell and shifting the origin to be halfway up the cell, creating a new cell with metal atoms at the centre of each edge and in the middle of the cell while the oxygen atoms remain in a simple cubic pattern inside the metal tetrahedra. In addition to shifting the origin, two oxygen atoms are removed along the body diagonal in one of three ways: upper right front and lower left back (type 1), lower left front and upper right back (type 2) and lower right back and upper left front (type 3) (
FIGURE 8

C-Type structure. Purple spheres represent the cations while the red spheres represent the anions. A fluorite octant has been highlighted.
TABLE 4
| Atom | Site | Fractional coordinates | Occu pancy | ||
|---|---|---|---|---|---|
| M(1) | 8b | ||||
| M(2) | 24days | 0 | |||
| O(1) | 48e | ||||
| O(2) | 16c | ||||
Atomic positions for the rare earth C-Type structure. The value for the refined coordinate of the M (2) site is: x ≈ − 0.035, and the values for the O (1) site are: x ≈ 0.38, y ≈ 0.162 and z ≈ 0.4 respectively (
The xc value for the phase change has been studied for various CeO2:Ln2O3 systems and shows a large variation for most dopants. In the CeO2:Nd2O3 system the value of x has been reported in the range 0.30 < xc < 0.51 (
FIGURE 9

XRD patterns for fluorite (left, obtained from XRD of CeO2) and C-Type (right, obtained from XRD of Ce0.4Nd0.6O1.7), the superstructure peaks in the C-Type diffraction pattern have been labelled with red ticks. These peaks are very low intensity compared to the high intensity fluorite peaks and so can often be missed leading to an incorrect assumption on the structure.
At higher dopant concentrations the system forms a biphasic mixture between the C-type and A-type phases as the solubility limit of Nd in CeO2 is reached. A-type is formed in the system under standard conditions, and Nd2O3 crystallises in this structure. The value of x for the solubility limit has been reported to vary between 0.7 < xsol < 0.76 (
In addition to the phase change, the other major global structural change that occurs with the doping of ceria with Nd+3 is a change in the lattice parameter of the system. As more neodymium is introduced the lattice parameter increases, showing a roughly linear trend in accordance with Vergard’s law as (
FIGURE 10

Lattice parameters of various Ce1−xLnxO2−x/2 compounds as a function of dopant concentration. Eu and Nd (
3.2.2 Local structure of doped ceria
In the previous section, the results of XRD studies on the CeO2:Nd2O3 were discussed as showing single-phase fluorite or C-type structures, however, on a local scale, this may not be the case. The behaviour of the ionic conductivity with respect to the amount of dopant added is an indication of the existence of some local disorder in these systems as the conductivity decreases after despite the fact no phase changes or other long-range structural transformations occur. XRD is a valuable tool for determining the global average structure of a material, however, in order to gain a better insight into the local scale structure different techniques are required.
High-resolution electron microscopy (HRTEM) is useful when determining the structure of a substance as imaging allows local structures to be seen and pictured rather than inferred from data. The local structure of Sm and La-doped ceria was investigated by Toshiyuki et al. (2002) using HRTEM and SAED. They observed diffuse scattering in the background of electron diffraction patterns, indicating the existence of micro-domains of ordered structure within the fluorite lattice. These domains form in order to reduce the strain induced when Ce+4 ions are substituted by lower valency ions. In a later study (
We recently reported crystallization of a compound Gd2Ce2O7 in the Gd2O3:CeO2 system exhibiting a bixbyite symmetry (Patel et al., 2022). However, in comparison with conventional bixbyite, in this compound half of the vacant anion sites are filled with charge compensating oxygen interstitials making this an anion excess bixbyite. Here, the topological defects linked with the anion sub-lattice play a crucial role in increasing the radiation tolerance by creating micro-domains that act as localized sinks while retaining long range periodicity of cation sublattice.
Raman spectroscopy is another technique that can be used to gain information on the local scale structure of a material such as the coordination of ions and their chemical environment. Spectroscopy carried out by
3.2.3 Structure of doped ceria synthesised by freeze drying
Many studies on the structure and properties of trivalent doped ceria employ a solid-state fabrication technique to prepare samples (
In recent experiments to study the oxygen vacancy ordering in binary Ce1−xNdxO2−x/2 systems, samples were synthesised employing a freeze-drying method in order to avoid kinetic demixing and annealing above cation ordering temperatures and were characterized through the use of X-Ray diffraction. The sample preparation started with diluting and mixing solutions of CeCl3*7H2O and NdCl3*6H20 in de-ionized water (typically 0.005 mol of salts in 200 ml of de-ionized water). After freezing and primary sublimation, an anhydrous and amorphous intermediate forms which has the approximate formula (Ce,Nd)OCl. This intermediate is immediately calcined at 550°C with a dwell time of 15–30 min to allow grain growth. During calcination the intermediate products decompose to form the final oxide (Ce,Nd)O2. Higher temperature and longer dwell times are used to accelerate the kinetic of the growth and obtain larger nanocrystals. Nanocrystal growth and particle size dispersion can be controlled through the initial dilution of the solution, calcination temperature, dwell time, and spreading and limiting the amount of the intermediate in the combustion boat.
Samples in which xNd < 0.4 were found to be in fluorite structure, in accordance to previously discussed studies. However, in samples with the composition xNd > 0.4. We observe a deviation from what has been previously observed in the literature. The XRD pattern for this sample is given in Figure 11. It was apparent that a phase change had occurred in the system, as while intense peaks corresponding to a fluorite-type lattice were present, low-intensity peaks appear at 44.8 and 52.3° 2θ, these peaks could be qualitatively indexed as the type-C rare earth polymorph, however, the peak located at 31.3° could not be attributed to this structure.
FIGURE 11

Rietveld refinement using a model derived from the β-phase for the composition Ce0.54Nd0.46O1.77. Experimentally obtained data (blue line), calculated structure factor (green line), subtracted background (red line), peak positions (blue ticks) and the difference between observed and calculated XRD structure factor (Turquoise and black lines).
In order to determine the structure, structures derived from the intermediate phases of fluorite-related systems (discussed in Section 3) were chosen as initial models. It was discussed that the peak at 31.3° was due to the splitting of the [111]F peak due to a phase change to a rhombohedral structure, and thus an initial model of the ι phase (Von Dreele et al., 1975) was tested to limited success. LeBail fitting of a rhombohedral lattice accounted for many of the low-intensity peaks but would not fit the small peak at 2θ = 36.1 and thus a new model was required.
A second model derived from the β phase was subsequently tested with much greater success than that of the ι phase. Figure 11 shows the result of Rietveld refinements after testing a single phase structure, using initial atomic positions described in (55). It can be seen that the calculated intensity fits well with the experimentally obtained diffraction pattern. The refined structural parameters and atomic positions are given in Table 5. The existence of the β phase in these samples is interesting, as while the β phase has been well documented for the PrO2−x (
TABLE 5
| Refinement parameter | Value |
|---|---|
| Space Group | P21/c (14) |
| a | 6.6913(9) |
| b | 11.50596(2) |
| c | 12.9146(5) |
| 99.0887(1) | |
| Volume | 1,329.91(1) |
| Rwp | 6.12 |
| χ2 | 0.8 |
Refinement parameters for Ce0.54Nd0.46O1.77 freeze dried sample.
4 Conclusion
Nuclear fuel systems typically require decades to optimize, and even today light water reactor fuels have known difficulties associated with extended burnup. Trial and error approaches are used most successfully with simple problems: sometimes it is the last resort when no apparent rule applies. While this approach is not inherently careless, the methodical manipulation of the parameters in an attempt to sort through possibilities could result in success, but the process is inherently slow and expensive. Minor actinides seem to require a change of paradigm, because they have unique behaviors that are not fully understood, requiring a more fundamental understanding of the transport and chemical behavior of the materials during processing that affects the predictions about stoichiometry, segregation, and material microstructure. Therefore, radiation induced defect models for multi-component actinide fuel systems are needed. These model systems must capture the unconventional phase behavior and stoichiometry of these more complex and relatively in inaccessible systems, going beyond simple descriptive defect models. Surrogate systems like mixed cerium oxides can provide an interesting alternative to establish the effect of radiation damage over systems with complex microstructures, charge and defect localisation that are quite similar to those encountered in the actual actinide-based advanced fuels. As in actinide systems, the description of the structural and microstructural changes produced by irradiation is compounded by the fact that the properties of these systems can change abruptly with composition.
In this paper we have discussed defect mechanisms in fluorite oxides and the diffusion characteristics of cations and anions in fluorite-related compounds, highlighting the importance of soft chemical methods to ensure ideal cation homogeneity during synthesis. We have also reviewed the structural studies on Ce1−xLnxO2−x/2 compounds and presented preliminary results from some recent experiments conducted on samples of Ce0.54Nd0.46O1.77 fabricated by freeze drying, which were found to be best described by the β phase in PrO2−x systems. This result is fascinating, as existing literature on these systems reports a change from the fluorite structure to the C or A-type Ln2O3 structure, and thus a possible reassessment of the equilibrium phase diagrams of many binary systems may be required.
Statements
Author contributions
HC was responsible for planning and writing the initial draft manuscript. Once the plan was made, all authors contributed equally to the manuscript. GB fabricated the samples discussed in the section and all authors contributed equally to the analysis of the data.
Funding
This work was funded by EPSRC through the Next Generation Nuclear Centre for Doctoral Training (NGN-CDT) programme.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
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Summary
Keywords
surrogate nuclear systems, fluorite structures, oxygen vacancies, radiation effects, out-of-equilibrium system, lanthanides, mixed-valence compounds
Citation
Charlton H, Baldinozzi G and Patel M (2023) A review of the oxygen vacancy ordering in surrogate structures simulating Pu-based nuclear ceramics. Front. Nucl. Eng. 1:1096142. doi: 10.3389/fnuen.2022.1096142
Received
11 November 2022
Accepted
12 December 2022
Published
04 January 2023
Volume
1 - 2022
Edited by
Lelio Luzzi, Politecnico di Milano, Italy
Reviewed by
Václav Tyrpekl, Charles University, Czechia
Gordon James Thorogood, Australian Nuclear Science and Technology Organisation, Australia
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*Correspondence: Henry Charlton, H.R.L.Charlton@liverpool.ac.uk
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