3.3.1. The Influence of Equivalent Flow Rates on Yield and Crystal Characteristics
Figure 3 illustrates the effects of equivalent flow rates (total inlet flow rate = recirculation rate) on the yield of Y
3+ over time, along with the accompanied CSDs and crystal characteristics for experimental set A. The impact of mixing, as controlled by the flow rates, was investigated by ensuring that the total inlet flow rate and recirculation rate were equivalent for each set, maintaining consistent flow and mixing dynamics throughout. The inlet flow rates were selectively kept low to prolong the residence times spent in the FBR for both the liquid and solids before entering the recirculation zone. The corresponding Reynolds numbers were, however, all within the laminar region.
The yields in
Figure 3a increased progressively over time for all the flow rates. The highest yield was achieved at 20 mL/min (88%), followed by 40 mL/min (76%), and lastly 80 mL/min (62%). Crystallization was mostly completed within the first 60 min after filling the FBR at a flow rate of 20 mL/min. At this point, approximately 80% of the potential theoretical yield was achieved, while at higher flow rates, the yields were significantly lower, reaching only 38% and 16% for 40 mL/min and 80 mL/min, respectively. After this period, the yield at 20 mL/min had reached a plateau after 180 min. For the other two flow rates, a steady increase was observed with no plateau region reached within the 5 h experiment duration. Although high yields were achieved quickly at 20 mL/min, the consumption of supersaturation was slow within the initial phases of crystallization, resulting in only 4% yield at 16 min.
Figure 3b shows the CSD measurements, where a shift towards larger sizes was observed with an increase in the total flow rates from 20 mL/min to 80 mL/min. The shift towards larger crystals was seen for both the D50 and D90 values from 24 µm to 37 µm and 58 µm to 97 µm, respectively. However, no significant differences were observed for the span across the three flow rates, which was ~2.
These observations were further supported by visual evaluation of the crystals and their aspect ratios (ARs) seen in
Figure 3c,d. The SEM images in
Figure 3c and
Figure S2 show the final crystal products, which were visually very similar. Although these crystals were well-defined in their 3D structure, a variety of morphologies existed, from prismatic rods to more equant polyhedra. Additionally, in some instances, fine particles, as seen in
Figure S2, were also observed for all conditions. The existence of fines, even with gentle mixing in the FBR, can be caused by recirculation of crystals through the narrow passages of the non-return valve and around distribution beads. However, filtration of the total final suspension was generally done within a few minutes, indicating no major filtration issues.
The ARs of the smaller crystals with the percentile values (AR%) at AR
10 decreased with an increase in the flow rates, with 20 mL/min (AR
10 = 2.7), 40 mL/min (AR
10 = 2.3), and 80 mL/min (AR
10 = 1.7). However, a reduction in the ARs were observed for both 20 mL/min and 40 mL/min for the larger crystals at AR
50 and AR
90. This resulted in no major difference between the ARs at these points for the different flow rates. Generally, large ARs are a poor product characteristic due to causing filtration issues [
14]. However, the crystals with large ARs are only a minority observation within the final product.
These findings suggest that higher flow rates lead to lower crystallization yields and larger crystal sizes. Several interrelated factors occurring during crystallization can explain these observations. Firstly, at lower flow rates, the low Reynolds numbers indicate that the system is firmly in the laminar region, where poor mixing at the inlet ports allows more persistent local supersaturation hotspots to form, promoting nucleation [
18]. Although greater mixing could have reduced these hotspots, it could not be increased without shortening the required residence time. Secondly, a slight increase in the O/A ratio was observed at lower flow rates, as shown in
Table S3, which can contribute to enhanced nucleation [
33]. This effect was noticeable at inlet flow rates of 20–40 mL/min due to increased static pressure while filling the FBR. The pressure buildup led to a gradual increase in the O/A ratio for these experiments, due to the reduction in the aqueous flow rate. Despite these fluctuations, further experimental analysis accounts for the varying conditions, ensuring a valid comparison across the data sets as seen in the adjusted variable
Table S4. Additionally, if the induction time is kinetically limited by mass transfer, then faster mixing of the two fluids can result in dilution, which causes the system to no longer exceed the activation barrier required for nucleation to take place [
34].
These phenomena are all related to the system supersaturation, taking place on different scales. Therefore, an increase in the supersaturation due to any of the above-mentioned factors results in more nuclei being formed. The higher supersaturation both promotes the formation of smaller crystals and enables higher yields within a given time. The smaller crystals, in turn, accelerate the consumption of supersaturation because of their increased surface area. Additionally, smaller crystals formed at higher supersaturation often exhibit higher ARs, as their growth is directed along a preferred 2D plane [
35]. Finally, as the flow rate increased, the residence time in the FBR became shorter, reducing the time for crystallization. The increased flow rate also causes an increase in shear forces, which break loosely aggregated units apart. Both factors limit the crystallization rate [
36,
37].
Based on these phenomena, it is unclear which of the three variables, the inlet flow rate, recirculation rate, residence time, or O/A ratio, had the largest impact. The initial choice of slow feeding rates was intended to maximize residence time, which is critical for promoting crystal growth in systems with sluggish kinetics. However, this approach introduced a secondary effect with slight drift in O/A ratio during filling due to static head pressure, creating partial coupling between supersaturation and hydrodynamics. These early observations were retained because they provide insight into how hydrodynamics can cause small compositional shifts. Importantly, this revealed that relying solely on slow feeding to increase residence time is not ideal. Therefore, to gain further understanding of how the individual flow rates influenced the yield, the inlet flow rate was decoupled from the recirculation rate. Based on the results in the section above, investigating the effect of total flow rate, subsequent experiments were carried out over a batch time of 180 min, as this was deemed sufficient to capture the key phenomena.
3.3.2. The Influence of Inlet Flow Rate on Yield and Crystal Characteristics
The effect of the total inlet flow rate on the crystallization of Y
3+ over 180 min is shown in
Figure 4, which took place at a recirculation rate of 20 mL/min. Samples were taken immediately after the reactor was filled.
Figure 4a shows a large difference in the yield for the different flow rates. The 20 mL/min total inlet flow rate resulted in the highest yield of 86%, followed by that for 40 mL/min (63%) and 80 mL/min (40%) at the end of the 180 min batch time. Only the 20 mL/min case approached the theoretical yield of 92%. Long induction periods were observed for both 40 mL/min (>30 min) and 80 mL/min (>60 min). These observations suggest that, at higher inlet rates, a kinetic limitation increases the induction time, which implies that extending the batch time will increase the yield to the theoretical prediction.
The CSDs curves for the final product in
Figure 4b shifted towards larger sizes as the inlet flow rate increased. The D
50 at 20 mL/min was 24 µm, 40 mL/min with 28 µm, and 80 mL/min with 34 µm. The D
90 at 20 mL/min was 58 µm, 40 mL/min with 71 µm, and 80 mL/min with 85 µm. The span remained similar for all the flow rates at ~2.
Interestingly, although no changes in the yield were seen at 40 mL/min and 80 mL/min, a small amount of crystallization did take place, as indicated by the existence of crystals via SEM analysis, shown in
Figure 4c. However, the presence of these crystals was insufficient to immediately accelerate bulk crystallization due to the slow consumption of supersaturation.
In
Figure 4c,d and
Figure S3, the crystal characteristics at the end of the feeding times, with 20 mL/min for 16 min, 40 mL/min for 8 min, and 80 mL/min for 4 min. The existence of a few amorphous agglomerated particles among the well-defined crystals was also observed at 80 mL/min, as shown in
Figure S3d,e. The crystals at the beginning of crystallization in
Figure 4c are prismatic rods with matching large ARs. The slowest total inlet flow rate of 20 mL/min resulted in more elongated crystals, with AR
10 = 6, compared to 40 mL/min and 80 mL/min at AR
10 = ~3.3. Whereas the larger crystals at AR
90 were very similar.
The crystal morphologies at the end of the batch time became more equant (shown in
Figure 4e,f and
Figure S4). This was reflected in the ARs, where AR
10 = ~3, followed by both AR
50 and AR
90 at ~1.8. There was no major difference between the different inlet flow rates. Differences in the conditions at the start of the batch mainly affect the ARs of the smaller crystals early in the process. However, as crystallization continues, these effects diminish, resulting in minimal differences in the final product. The decrease in AR was attributed to the consumption of the initial high supersaturation and the improvement in the homogeneity of the mixture over time, which lowers supersaturation and slows crystallization kinetics. As a result, growth was more uniform across all crystal planes.
The reduction in the yield and slight decrease in the crystal sizes with increasing inlet flow rates mirrored the trends described in
Section 3.3.1. Decoupling the total inlet flow rate and the recirculation rate resulted in a slight reduction in the yield at 180 min for 40 mL/min (69% to 63%) and 80 mL/min (53% to 40%). This indicated that, although recirculation had some effect, the largest impact on the final yield was caused by changes in the inlet flow rates. A direct comparison between the crystal sizes and characteristics with those in
Section 3.3.1. could not be made, as different batch times were used. However, the sizes were very similar in both sets of experiments, indicating no major differences in the overall crystal growth behavior.
The existence of the few amorphous agglomerates at the end of the feeding period indicates that either extremely high supersaturation conditions existed or a two-step crystallization mechanism exists [
38]. Both these mechanisms can include the formation of a metastable phase, which can either dissolve back into solution or transform into the stable crystalline phase [
39].
The majority of the crystals exhibited preferential growth taking place along a 2D plane for the formation of the crystals within the feeding period, particularly for the smaller crystals (AR
10). In antisolvent crystallization, polar antisolvents, through hydrogen bonding, can, depending on the orientation of the interacting compounds, adsorb onto the crystal surface, blocking growth sites on certain faces and directing growth along specific planes [
40,
41,
42]. At lower inlet flow rates, the increased ethanol concentration, combined with poor mixing, can also promote the aggregation of alcohol molecules, encouraging growth along planes unaffected by the alcohol aggregate pockets [
43]. The increased supersaturation further accelerates growth along these planes, leading to the formation of elongated crystals.
Based on these findings, the likely main contributor to the observed trends, including the increase in yield and the presence of longer crystals at slower inlet flow rates, appears to be either the dominance of local supersaturation at low flow rates or a small shift in the O/A ratio influencing the system.
3.3.3. The Impact of Recirculation on Yield and Crystal Characteristics
Figure 5 illustrates the effects of recirculation on the yield and crystal characteristics under these two scenarios: (i) O/A = 0.9 and a total inlet flow rate of 80 mL/min [Exp. A3 & C2], and (ii) O/A = 1.1 and a total inlet flow rate of 20 mL/min [A1 & B2].
At O/A = 0.9, represented by
Figure 5a, the yields steadily increased until the end of the batch time at 180 min, with the highest yield of 53% achieved at the recirculation rate of 80 mL/min, compared to 40% at 20 mL/min. Based on the yield measurements, the recirculation rate of 20 mL/min took over 60 min to start crystallizing, whereas by that time, the 80 mL/min case had already reached a yield of 15%. The CSD data in
Figure 5c further reveal that, while the D
50 values averaged around 36 µm regardless of recirculation rate, a slight broadening of the D
90 values, from 85 µm to 97 µm, took place. The ARs in
Figure 5e with accompanying SEM images in
Figure S4, indicated subtle differences. At 20 mL/min, the AR
10 values had an AR of 3, compared to 1.7 at 80 mL/min, suggesting that more intense mixing may reduce the elongation of the smallest crystals.
In contrast, at O/A = 1.1 in
Figure 5b, the yields increased more rapidly, reaching a maximum of 87%, with no significant difference between recirculation rates. The onset of crystallization took place within the feeding time, as a 4% yield had already taken place by the end of filling, where 60 min later, it had rapidly increased to ±73%. The D
50 values in
Figure 5d averaged around 25 µm for all flow rates. A similar slight broadening of the D
90 values, from 58 µm to 74 µm, was observed compared to the O/A = 0.9 conditions. Furthermore, the crystal sizes were smaller for the O/A = 1.1 experiments compared to the O/A = 0.9 experiments for both the D
10 and D
50 values. However, no significant difference in the span (~2) was observed for both sets of experiments.
The ARs in
Figure 5f with accompanied SEM images in
Figure S5 were considerably larger at 80 mL/min (AR = 8) compared to 20 mL/min (AR = 2.8). The differences between respective recirculation rates diminished for the AR
50 values (AR = 3 and AR = 1.7) and were even less pronounced for the AR
90 values, with both ARs = ~1.8.
At O/A = 0.9, corresponding to lower supersaturation, the increase in yield due to the higher recirculation rate is attributed to enhanced mixing. The improved mixing between ethanol and the Y
3+ solution translates to an increase in the mass transfer of the ions for enhanced crystallization. Zhang et al. [
44] reported that an increase in the mixing intensity increased the yield by up to 8% within 24 h and attributed it to a possible thinning of the boundary layer along with an increase in crystal attrition, which leads to more active crystallization sites. Although the overlapping CSDs suggest similar growth rates between the different recirculation rates, the faster nucleation at 80 mL/min consumed supersaturation more rapidly, resulting in comparable crystal sizes despite a higher overall yield.
Additionally, with only about 50% of the supersaturation consumed by the end of the experiment, further crystal growth would have been possible given more time. The increased mass transfer at O/A = 0.9 for 80 mL/min in
Figure 5a had, however, only a marginal effect on the yield when compared to the experiments done at O/A = 1.1 in
Figure 5b, where even at the slower rate of 20 mL/min, a much higher yield was observed.
At O/A = 1.1, which results in a higher supersaturation, the mass transfer limitation became less significant for the tested recirculation rates, as no significant effect on the yield was observed even at 20 mL/min. These observations were consistent with those reported by Barata & Serrano [
45] and Mokone et al. [
24]. However, the slight increase in the larger crystal sizes indicates that initial small variations in the number of crystals formed during nucleation can have a cumulative effect, as large variability was observed in the error bars for the yields of 80 mL/min, especially at 60 and 90 min.
In addition, the aspect ratio differences observed align with findings by Ochsenbein et al. [
46], who noted that less intense mixing resulted in smaller aspect ratios. Although their study did not explain the observation, it can be reasoned that slower recirculation increases the contact time between the solvent and solute, allowing multiple crystal planes to grow at their intrinsic rates, leading to more isotropic crystals. In contrast, higher recirculation rates enhance mixing, effectively restricting growth to the preferred planes and thus producing longer crystals. As crystallization proceeds and supersaturation decreases, growth rates across various planes of a crystal become more uniform, reducing the dominance of growth in any one direction [
35].
3.3.4. Influence of O/A Ratio on Crystallization Behavior in FBRs
The effect of changes in the O/A ratio on crystallization of the Y3+ product was investigated by increasing the inlet flow rates to minimize the influence of head pressure differences, thereby preventing drift in the O/A ratio. However, the Reynolds numbers only increased slightly and remained within the laminar region. Ideally, the experiments would have been conducted in the turbulent mixing region to eliminate mixing limitations. However, since the FBR design depends on the settling of larger crystals, this imposes a limit on the flow rate. Therefore, a total inlet flow rate of 200 mL/min and a recirculation rate of 170 mL/min were selected, further limited by the need to keep the distribution glass beads at the bottom of the FBR stationery.
Overall, an increase in the O/A ratio (from 0.9 to 1.1) as seen in
Figure 6a led to increased yields. After 30 min, the system at O/A = 1.1 had already reached 56%, whereas much lower yields were observed for O/A = 1.0 (19%) and O/A = 0.9 (2%). After 180 min, the yield was 82% at O/A = 1.1, whereas O/A = 1.0 and 0.9 resulted in yields of 73% and 59%, respectively. However, effluent samples that were stored and analyzed after two months showed that final yields had increased to 79% and 80% for O/A ratios of 1.0 and 0.9, respectively. Although
Figure 2 illustrates that the theoretical yields for O/A ratios of 0.9 and 1.1 are very similar, the 2-month-old samples confirm that crystallization continued beyond the initial batch period, but the exact time required to reach these yields was not determined. Because the supernatant was filtered before storage, no solids were present initially, meaning the later increase must have resulted from new crystallization from the remaining dissolved species rather than growth of existing crystals.
SEM images of crystals recovered after the extended standing period (
Figure S7) confirm that the later yield increase was not associated with a metastable phase transformation, as the morphology remained consistent with that observed after 3 h, differing only in size. This suggests that the solution stayed supersaturated after 3 h and nucleation eventually occurred during the standing period. Combined with the slow progression observed during the experiments, this indicates that the process is initially nucleation-limited, followed by a growth limitation once nuclei are present. While O/A = 0.9 and 1.0 required extended time to approach equilibrium, O/A = 1.1 achieved yields close to the theoretical prediction within 3 h, showing the sensitivity of the system to small changes in O/A ratio, which causes substantial changes in the supersaturation.
The supersaturation (ST) carried out by using OLI Stream Analyzer shows an increase in the supersaturation as the O/A ratios increase, with ST = 1.92 × 104 (O/A = 0.9), 1.03 × 105 (O/A = 1.0), and 3.7 × 105 (O/A = 1.0). However, these values reflect supersaturations under perfect mixing conditions. Whereas in the present system, the mixing remained within the laminar region, resulting in large, persistent supersaturation gradients rather than a single uniform value. Because these gradients cannot be directly quantified, the theoretical ST values should be viewed as lower-bound estimates of the actual local driving forces.
Despite the large increase in yield at O/A = 1.1, completion of crystallization was not instantaneous, and the crystals had similar characteristics to those formed at lower supersaturations. These results are consistent with the observations of Sibanda et al. [
11] for the crystallization of Nd
2(SO
4)
3·8H
2O, where high yields (~90%) were theoretically expected at a lower O/A ratio (O/A = 0.6). However, an increase in the O/A ratio (O/A > 1.2) was required to reach yields above 90% in 2.5 h. Schall [
47] reported that altering the O/A ratio by just 1% can significantly affect crystallization kinetics and final yields. Since alcohol concentration is the primary driver of supersaturation, its influence on nucleation and growth rates is unsurprising, leading to faster crystallization at higher O/A ratios. Collectively, these findings emphasize that while higher O/A ratios enable practical recovery within short timeframes by reducing nucleation barriers, lower ratios remain strongly limited by both nucleation and subsequent growth, requiring extended periods for completion.
The CSDs in
Figure 6b show no significant differences in the overall sizes (D
50), centered around 21 µm, that were observed for all of the O/A ratios, indicating that the more intense mixing was effective in distributing the supersaturation more uniformly. This observation aligns with the findings of Brown & Ni [
48], who reported that the crystal growth rate remained relatively constant up to an O/A ratio of 1.5. However, a slight broadening of the right shoulder leading to a widening of the span from 2.1 (O/A = 0.9) to 1.7 (O/A = 1.1) was observed toward larger crystal sizes (D
90) as the O/A ratio decreased with O/A = 1.1 (39 µm), O/A = 1.0 (43 µm), and O/A = 0.9 (54 µm). This is likely due to growth being favored over nucleation at the lower supersaturation.
Figure 6c,d, accompanied by
Figure S6, illustrates SEM images along with the corresponding aspect ratios. A variety of different shapes and sizes were observed, with intergrowth and agglomeration being common. In terms of the ARs, the most notable difference was observed at AR
10, where O/A = 1.1 resulted in longer crystals (AR = 4) compared to the lower O/A ratios (AR = ~3). However, the aspect ratios of the larger crystals (AR
50 and AR
90) were similar. Furthermore, although much faster crystallization kinetics were observed at the higher O/A ratio, the resulting crystals did not show any reduction in product quality, such as a large decrease in crystal size or a change in morphology to needles or plates.
The progression of growth on the crystal faces was observed at 30 min, as shown in
Figure 7. The growth predominantly seemed to follow an ordered pattern, eventually leading to the formation of smooth faces. The presence of discernible growth layers at this intermediate stage suggests a relatively low driving force, which slowed the crystallization process enough for such features to be captured. In some instances, individual crystals underwent intergrowth or twinning. This led either to the formation of larger, well-defined single crystals or to agglomerates where the distinct morphology of the primary crystallites remained visible. Such outcomes are likely driven by interfacial energies that favor the combination and agglomeration of collided crystals, which further grow as a single entity [
35].
A comparison of
Figure 3a and
Figure 6a reveals similarities in the yield at 180 min. The differences in yields between
Figure 3a and
Figure 4a are attributed to changes in the O/A ratio rather than the flow rates. Yields in
Figure 4a and
Figure 6a reveal that the higher flow rates for
Figure 6a have a positive effect on the experiments at O/A = 0.9 and 1.0. This improvement in yield is attributed to an increase in mass transfer due to the increased flow rates, which improves the initial mixing of the solvent and antisolvent [
49,
50].
Alvarez & Myerson [
51] found that an increase in the mixing intensity led to a higher recovery of the target solute. However, at O/A = 1.1, yields were higher at slower flow rates, as seen in
Figure 4a, due to the increase in the O/A ratio, which reached 1.1 by the end of the feeding period. This resulted in a higher supersaturation, leading to crystallization under mixing conditions that were no longer rate-limiting. Shakibania et al. [
52] found that in potash crystallization using acetone and 2-propanol as antisolvents, increasing the addition rate improved the yield up to a maximum of 83% (acetone at 10 mL/min) and 79% (2-propanol at 5 mL/min). However, further increases beyond this point led to a decline in yield.
In experiments with lower flow rates shown in
Figure 3b,
Figure 4b and
Figure 5b, smaller crystals were observed as the O/A ratio increased. Poor mixing in these low flow rate experiments likely contributed to smaller crystal formation by creating localized supersaturation hotspots [
53,
54].
Compared to the high flow rate data in
Figure 6b, the CSDs from the low flow rate experiments in
Figure 3b and
Figure 4b were slightly broader, with larger D
50 and D
90 values. This difference was attributed to more effective mixing between the aqueous solution and ethanol at high flow rates, which resulted in a more uniform distribution of supersaturation and, consequently, more consistent crystallization kinetics.
Adjusting the O/A ratio alters several physical and chemical properties, as shown in
Table 3. Although each change may have a small individual impact, their combined effects significantly influence crystallization dynamics. Some changes have opposing effects on crystallization kinetics. For example, viscosity increases slightly with O/A ratio, which can slow mixing and mass transfer, while a lower dielectric constant reduces solubility, increasing supersaturation and accelerating nucleation [
55]. Similarly, changes in surface tension and Gibbs free energy reduce energy barriers for crystallization [
56]. These combined effects influence both nucleation and growth dynamics, highlighting the sensitivity of the system to small compositional changes. Importantly,
Table 3 also shows that heat capacity decreases as O/A ratio increases, indicating that the system becomes more sensitive to thermal input [
57].
Low yields at small O/A ratios suggest that the system is in the metastable zone with nucleation being rate-limiting, requiring increased supersaturation to initiate crystallization and improve yields. Crystallization of Y
2(SO
4)
3·8H
2O can remain relatively slow even at high supersaturation levels, as observed by Chivavava et al. [
20], where increasing supersaturation from 555 to 6.5 × 10
4 only increased yields from ~35% to ~60% over a 2 h batch time. Supersaturation typically impacts nucleation rates more than growth rates due to the higher kinetic order of nucleation [
58]. This slight improvement in the yield even at high supersaturations, therefore, suggests that crystallization of Y
2(SO
4)
3·8H
2O is influenced by factors beyond supersaturation alone, such as growth rate limitations.
A brief comparison with the results of Korkmaz et al. [
8] provides additional context for the slow crystallization observed in the present work. Their stirred-tank experiments reported some crystallization at O/A = 0.56 and somewhat higher recoveries at O/A = 1.1. In the present FBR system, no crystallization occurred at O/A = 0.56, which aligns with the thermodynamic predictions for the tested composition (
Figure 2), and crystallization at O/A = 1.1 proceeded more slowly than predicted. Direct quantitative comparison is not possible because the two studies differ substantially in reactor configuration, mixing intensity, solution composition, and analytical methods. Nevertheless, both studies observed incomplete crystallization under theoretically favorable conditions, supporting the broader conclusion that the kinetics of Y
2(SO
4)
3·8H
2O crystallization are slow and sensitive to supersaturation development and reactor hydrodynamics.
To determine whether these growth limitations stem from nucleation or crystal growth, it is necessary to examine the roles of nucleation kinetics, mass transfer, and crystal growth processes. If nucleation kinetics were the only limiting factor, existing REE sulfate crystals would likely promote secondary nucleation by lowering the energy barrier [
14].
Additionally, the fines seen in
Figure S2 indicate that crystal fragmentation may have occurred during recirculation through the narrow stainless steel non-return valve, further enhancing secondary nucleation. Hoffmann et al. [
59] showed that the secondary nucleation rate can be 6 times higher in order of magnitude than the primary nucleation rate in various antisolvent crystallization systems, even at high supersaturations. Furthermore, the dilution associated with antisolvent addition can reduce the supersaturation driving force, leading to longer induction times and delayed nucleation [
34]. Together, these observations suggest that, in the Y
3+ system, crystallization may be significantly delayed until secondary nucleation takes place.
The well-defined crystal morphology in
Figure 7, extended growth times, and the slow progression to the maximum yield suggests that under the higher O/A ratio conditions, the process is limited by crystal growth after the initial consumption of supersaturation by nucleation. Additionally, growth was only marginally influenced by mixing at low supersaturations.
Additionally, crystallization at lower O/A ratios would also have been delayed by the formation of a possible metastable amorphous phase, as shown in
Figure S3d,e. In similar observations made in a separate exploration study done in a stirred-tank reactor outlined in the
Supplementary Materials, with results shown in
Figure S8, the existence of an amorphous phase was observed at much lower supersaturation conditions than those used in the present work. These results also indicated an initial amorphous phase existing before the formation of the well-defined crystals. Other systems with similar mechanisms include calcium carbonate, calcium phosphate, and calcium sulfate [
60,
61,
62]. These findings suggest that such phases may play a role in delaying nucleation and promoting sluggish kinetics. However, no in situ characterization was performed in this work to confirm their presence.
The crystallization kinetics of the system, therefore, appear to be governed by the combined effects of supersaturation dynamics, nucleation mechanisms, mass transfer and growth rate limitations, and the formation of initial metastable phases. Nevertheless, this section highlights that higher O/A ratios promote crystallization, leading to higher yields and smaller crystals with a narrower span, within a markedly shorter time.
While the several phenomena may influence crystallization, the present interpretation remains qualitative. Experimental trends indicate that crystallization can be both nucleation-limited and growth-limited, depending on operating conditions. At lower O/A ratios, extended induction times suggest nucleation is the dominant rate-limiting step, likely due to either intrinsic nucleation barriers or the formation of a metastable amorphous phase. Whereas at higher O/A ratios, nucleation occurs rapidly but overall crystallization remains slow, implying growth limitation. This dual behavior highlights that the rate-determining step shifts with changes in supersaturation and hydrodynamics. While kinetic modeling was beyond the scope of this work, these observations strongly support the coexistence of multiple limitations under different conditions.
Although this study focused on Y2(SO4)3·8H2O, the benefits of fluidized bed reactors are also applicable to other REE sulfates. Therefore, the operational insights gained here, including the sensitivity of crystallization kinetics to O/A ratio and flow conditions, can inform strategies for other REEs sulfates. However, quantitative differences in solubility, hydration state, and lattice energy among REEs may lead to variations in induction times, metastable phase formation, and growth rates.