3.1. Electrolyte Evolution as a Function of the Testing Temperature
3.1.1. Visual Inspection
To systematically investigate the influence of Joule heating effects during electrochemical processing using DLyte
® Technology, the solid polymer electrolyte media were subjected to a controlled thermal aging protocol within an environmental chamber equipped with precise temperature and atmospheric regulation systems. The aging temperatures were systematically varied from 30 to 45 °C, in 5 °C increments, to simulate thermal conditions encountered during real-world dry electrochemical and dry anodizing operations, as shown in
Figure 2.
This figure provides a detailed stereographic evaluation of the morphological transformation occurring within the solid polymer electrolyte matrix utilized in both dry electropolishing and dry anodizing process, assessed as a function of the applied testing temperature. The solid electrolyte particles were subjected to controlled thermal conditions by placing them inside a laboratory oven with an inert atmosphere, effectively replicating the Joule heating effect typically experienced during operation. This thermal simulation was specifically designed to expose the particles to thermal stress conditions analogous to those encountered during actual service, thereby ensuring the relevance of the observed microstructural changes.
As shown in
Figure 2, when the working temperature exceeds 40 °C, there is a noticeable increase in the number of particles exhibiting a white-toned appearance. Although the material composition remains the same, this color change from brown to white is primarily attributed to temperature-induced chemical and structural modifications occurring both on the surface and within the resin particles. These changes may involve dehydration, or degradation of functional groups, which alter the optical properties of the material. The underlying mechanisms and implications of this transformation will be further discussed in detail in
Section 3.1.3. Under these intermediate thermal conditions, the system appears to reach a steady-state behavior, wherein the dehydration-related mechanisms affecting the particles stabilize and no longer progress significantly with further temperature increase. This is clearly illustrated in
Figure 3, where samples exposed to 40 and 45 °C exhibit virtually no change in the population of white-toned particles, suggesting a thermal saturation threshold has been reached.
Upon closer inspection using higher magnification techniques, including stereographic microscopy and SEM—as shown in
Figure 4a,b, respectively—two distinct thermally induced degradation phenomena become evident.
At operational temperatures of 40 °C or higher, the particles begin to lose their initial spherical geometry, as indicated by the arrows present in
Figure 4a. This deformation negatively impacts the efficiency of both the electropolishing and anodizing process by altering particle packing and surface contact dynamics (see
Section 3.1.2).
Additionally, due to cyclic thermal loads during repeated electropolishing and anodizing treatments, the polymeric matrix undergoes thermal fatigue, resulting in the formation of surface-level microcracks (
Figure 4b).
These thermally induced degradation mechanisms lead to significant consequences in both the microstructural evolution (e.g., particle size modification) and the chemical composition of the solid active electrolyte media. The corresponding changes in morphology and material chemistry will be discussed in detail in
Section 3.1.2 and
Section 3.1.3, respectively.
3.1.2. Particle Size Distribution
A comprehensive statistical deconvolution of the extensive particle size dataset (around 1200 per condition)—measured in terms of particle diameter—enables a robust and quantitative assessment of the particle size distribution as a function of thermal exposure. This analysis focused on comparing two distinct thermal conditions: (1) room temperature, corresponding to as-received (virgin) solid active particles used as a baseline reference, and (2) a test temperature of 45 °C, chosen to simulate service-like operating conditions typically encountered during the dry electrochemical polishing process or dry anodizing process, as highlighted in [
11].
The resulting particle size distributions are graphically presented in
Figure 5a,b, which display the histograms for the untreated and thermally aged particles, respectively; after treating the raw data using the Ulm and Constantinides method [
15,
16,
17].
Both histograms were constructed using a uniform bin size of approximately 25 μm to ensure consistent resolution across the dataset. These histograms reveal a multimodal distribution profile, indicating the coexistence of multiple particle populations, each centered at different mean diameter values, which are summarized in
Table 1.
Notably, the thermal treatment at 45 °C shifts the modal peaks of the distribution, accompanied by a measurable reduction in particle size across both the coarse and fine particle populations. This phenomenon is primarily attributed to dehydration mechanisms occurring within the polymeric matrix of the solid electrolyte particles at intermediate temperatures. As the particles lose physically or chemically bound water (O-H), a slight contraction in their overall dimensions occurs, resulting in a diameter reduction estimated at approximately 39.5 and 22.8% for the fine and coarse fractions, respectively.
This thermally induced shrinkage not only alters the size distribution but may also affect the functional properties of the solid electrolyte, such as packing density, surface contact efficiency, and ionic transport characteristics during electrochemical processing.
As shown in
Figure 5a, the particle size distribution for the untreated solid electrolyte media exhibits a distinct bimodal profile, indicating the presence of two predominant particle populations. The fine particle fraction is distributed within a size range of approximately 400 to 1500 μm, whereas the coarse particle population spans from 1000 to 1900 μm. This overlapping range suggests a degree of size dispersion and agglomeration, which may result from the inherent variability in the particle synthesis or processing method used during the fabrication of the raw material.
In contrast, the histogram and the simulated particle size distribution function corresponding to the thermally aged particles subjected to 45 °C (see
Figure 5b) displays a significantly more complex distribution profile, characterized by the emergence of three distinct modal peaks, indicative of multimodal behavior. The fine particle population in this case is primarily distributed between 375 and 800 μm, reflecting a contraction in size relative to the untreated counterpart. A newly developed intermediate (medium) particle population, absent in the as-received material, emerges within the range of 250 to 1250 μm, suggesting particle fragmentation or redistribution effects induced by thermal stress. Finally, the coarse particle fraction in the thermally aged sample appears slightly narrowed, with size values ranging from 900 to 1350 μm, potentially because of thermally induced densification or partial structural collapse of the outer shell of the spherical particles, triggered by thermal fatigue mechanisms occurring under service-like working conditions.
The evolution from bimodal to trimodal particle size distribution upon thermal exposure strongly suggests that elevated temperatures induce significant microstructural reorganization in the solid electrolyte media. This includes potential mechanisms such as thermally driven dehydration, surface erosion, polymer chain rearrangement, or even partial sintering at localized contact points between the particles. The broader spread and redistribution of particle size after aging highlights the importance of thermal stability in maintaining a consistent and functional particle morphology, which is critical for ensuring uniformity and reproducibility in electrochemical performance.
3.1.3. Weight Loss Evolution
To conduct a systematic investigation of Joule heating effects during dry electropolishing and dry anodizing processing using the DLyte® Technology, controlled thermal aging experiments were carried out on 16 L of solid polymer electrolyte media. These tests were performed inside a precision-regulated environmental chamber, where both temperature and atmosphere were tightly controlled to simulate real-world, service-like working conditions encountered during dry electropolishing and dry anodizing operations.
The temperature range selected for the study varied incrementally from 30 to 45 °C, using 5 °C increments, corresponding to the expected thermal window under typical industrial electrochemical processing conditions using the DryLyte
® Technology [
11].
The primary focus of this thermal-aging protocol was to investigate the kinetics of dehydration in solid active particles—specifically, the quantification of water loss as a function of temperature. The results of this investigation are illustrated in
Figure 6, which shows the evolution of water content in the solid electrolyte media as thermal exposure increases. The dehydration curve exhibits a characteristic sigmoidal behavior (see Equation (1)), typical of diffusion-limited processes, where the rate of water loss accelerates at intermediate temperatures before reaching a plateau. At temperatures near 40 °C, the dehydration process approaches a steady state, with the total water loss stabilizing at approximately 15–16% of the initial water content.
This plateau indicates that the polymeric matrix of the solid electrolyte undergoes a transition to a more thermally stable configuration, where further water loss is kinetically limited or physically constrained by the structure of the matrix. The observed stabilization in water content aligns closely with the morphological changes identified in
Figure 2 and
Figure 3, where particle coloration and structural features become essentially invariant at or above 40 °C, suggesting the onset of a thermally equilibrated state.
where
A1,
A2, log
X0 and
p are fitting parameters, being −15.03; −1.37; 36.59018 and −0.33333, respectively.
Furthermore, this result supports the hypothesis that Joule heating during service operation not only leads to localized thermal fatigue but also significantly alters the state of hydration and mechanical integrity of the particles (see
Figure 4b). These findings have critical implications for the long-term performance and reliability of the DLyte
® process, particularly in terms of maintaining electrolyte activity, mechanical resilience, and uniform polishing efficiency under extended thermal cycling.
3.2. Temperature Effect of the Anodizing Process
As shown in
Section 3.1, solid active particles undergo dehydration due to the Joule effect, leading to an increased acid concentration within them.
Figure 7a,b depict the initial state of a cylinder and its appearance after 60 min of dry electropolishing. Subsequently, a dry anodizing process was conducted to generate a protective titanium oxide (TiO
2) layer. Notably, the sample treated with electrolyte dehydrated at 80 °C exhibits enhanced color and brightness. This improvement is primarily attributed to the reduced water content in the solid medium responsible for anodization, resulting in a higher acid concentration within the particles. Consequently, a greater current density can traverse the solid particles, interacting more effectively with the material undergoing anodization. These findings align with those reported by Valencia-Cadena et al. [
11].
Electrochemically, the dehydration of solid particles reduces their water content, thereby increasing the acid concentration within them. This elevated acid concentration enhances the conductivity of the medium, facilitating a more efficient anodic oxidation process. The increased current density resulting from improved conductivity allows for a more uniform and controlled growth of the TiO
2 protective layer. Such conditions are conducive to achieving coatings with superior optical properties, as evidenced by the enhanced color and brightness observed in the treated sample. These observations are consistent with the electrochemical principles governing anodization processes as also reported in [
11].
Furthermore, the increased acid concentration within the dehydrated particles leads to a higher availability of protons, which can influence the kinetics of the anodization reaction. This can result in a more rapid formation of the oxide layer, contributing to the observed improvements in the coating’s properties. Additionally, the elevated acid concentration may affect the morphology and crystallinity of the TiO
2 layer, potentially leading to the formation of more uniform and well-defined crystalline structures. These structural enhancements can further improve the protective and optical characteristics of the coating. These effects have been documented in studies examining the influence of electrolyte concentration on anodic oxide films [
10,
11].
3.3. Chemical Analysis of Electrolytes as a Function of Testing Temperature
To gain a deeper understanding of the electrolyte’s behavior as a function of testing temperature, a comprehensive dynamic FTIR spectroscopy analysis was conducted.
Figure 8a presents the FTIR spectrum of the untreated ion-exchange resin, while
Figure 8b corresponds to the resin subjected to thermal treatment at various temperatures (35, 45, and 80 °C). The spectral range from 4000 to 400 cm
−1 was analyzed to assess structural changes in the polymer matrix.
In the untreated resin (
Figure 8a), a broad and intense band is observed around 3300–3500 cm
−1, assigned to the O-H stretching vibrations, which originate from hydroxyl groups and adsorbed water molecules present in the resin matrix. A weaker but discernible band near 2900 cm
−1 corresponds to C-H stretching vibrations from aliphatic -CH
2- groups in the polymer backbone. The region between 1700 and 1500 cm
−1 exhibits signals associated with O-H bending modes, also indicative of water presence or sulfonic acid functionalities. Additionally, a sharp and strong absorption near 1030–1050 cm
−1 is attributed to the symmetric and asymmetric stretching modes of the sulfonate functional groups (SO
42−), characteristic of the sulfonated sites of the resin.
Upon thermal treatment (
Figure 8b), significant spectral modifications are evident. The broad O-H stretching band decreases in intensity, especially as the temperature increases to 80 °C, suggesting a progressive dehydration of the resin, likely due to the loss of physically adsorbed and possibly loosely bound water. Simultaneously, the C-H stretching band near 2900 cm
−1 becomes more prominent, likely because the diminished O-H contribution enhances the relative visibility of hydrocarbon vibrational modes.
Moreover, a noticeable shift and reduction in the O-H bending vibrations in the mid-infrared region is detected, further supporting the removal of water molecules from the resin structure. Interestingly, the SO42− stretching bands around 1050 cm−1 remain well-defined, indicating that the sulfonic acid groups are largely retained. However, subtle changes in intensity or shape at higher temperatures may suggest the onset of partial degradation or structural rearrangement of the functional groups due to thermal exposure.
Overall, these observations are consistent with thermal dehydration processes and the initial stage of polymer degradation, as thermal treatment removes water and potentially induces minor changes in the polymer matrix or its functional sites. The increasing deviation of the spectra with temperature highlights the susceptibility of the resin to structural changes and thermally induced modifications in its chemical composition, which could impact its ion-exchange performance during the anodizing processes, as shown in
Figure 7c.
3.4. TiO2 Layer Thickness as a Function of the Electrolyte Operation
Figure 9a presents a set of titanium cylindrical specimens anodized at 48 V for 2 min after different cycles of the anodizing process, indirectly simulating progressive resin dehydration during long-term electrolyte operation. As confirmed by previous FT/IR analysis, thermal treatment induces a reduction in the intensity of the broad O-H stretching band (see
Figure 8b) and bending modes, indicating the loss of absorbed and structural water from the resin. Simultaneously, the vibration modes corresponding to the SO
42− groups remain mostly unaffected, suggesting that the resin retains its primary ion-exchange capability even as water content diminishes.
In the context of the anodization process, resin dehydration leads to an increase in local electrolyte acidity because dehydrated resins can release protons (H
+) more readily into the electrolyte medium. Elevated acidity levels may alter the kinetics of the oxide growth process by enhancing the dissolution of the oxide at the electrolyte/metal interface or by affecting the electrical double layer formation during anodization. However, the titanium samples in
Figure 9a display a uniform interference blue coloration, characteristic of a consistent oxide thickness range of approximately 60–80 nm, indicating that the electrolyte’s capacity to support stable anodic oxide formation remains substantially preserved despite the resin’s changing hydration state.
This visual inspection is substantiated by the quantitative measurements presented in
Figure 9b, where the TiO
2 film thickness remains nearly constant at approximately 70 nm for all samples (S1 to S7), despite the increasing total electrolyte operating time (up to 2000 h) and the progressive resin aging associated with this usage time. The negligible variation in oxide thickness—as highlighted by the narrow spread within the red shaded region—suggests that the anodization process exhibits a high degree of tolerance to moderate shifts in electrolyte chemistry, specifically those induced by ion-exchange resin dehydration and potential minor degradation.
A deeper correlation with the FTIR results further clarifies this behavior. Although the resin progressively loses water—an event clearly indicated by the attenuation of the O-H absorption bands—the sulfonic acid functionalities remain structurally intact, as shown by the persistence and sharpness of the SO
42− vibrational modes around 1050 cm
−1 (see
Figure 8b). These groups are essential for maintaining the ionic conductivity and the transport of electrolyte species during the anodization process. Thus, the electrolyte retains sufficient functional integrity to sustain anodic film growth under consistent electrochemical conditions, even if subtle acidification occurs.
Moreover, it is plausible that the enhanced acidity resulting from resin dehydration could slightly increase the field-assisted dissolution rate of the growing oxide. However, this effect may be compensated by an equally enhanced oxide formation rate at the metal/electrolyte interface, leading to a quasi-steady-state oxide thickness as reflected in the constant TiO2 layer measurements. This delicate balance between oxide growth and dissolution processes ensures that the overall film thickness remains stable, even as electrolyte aging progresses.
Figure 10a,b display cross-sectional FIB micrographs of the anodized Ti alloy specimens corresponding to sample S1 and S7, respectively. These two samples represent the two extreme conditions regarding electrolyte usage time: S1 corresponds to the fresh electrolyte with fully hydrated resin, while S7 represents the electrolyte after prolonged operation (~2000 h) with extensively dehydrated resin, as indicated in the FTIR and anodization analysis previously discussed.
In both FIB micrographs, the presence of a homogeneous and continuous TiO
2 oxide layer can be clearly observed, firmly adhered to the metallic Ti alloy substrate. The oxide layers exhibit comparable thicknesses, consistent with the approximate value of 70 nm measured by optical reflectometry and represented in the previous bar chart (
Figure 9b). These FIB images confirm that despite electrolyte aging and resin dehydration, the anodization process yields a stable and reproducible oxide thickness, aligning with the spectroscopic FTIR evidence of preserved SO
42− groups, which are critical for maintaining electrolyte conductivity and anodization efficiency.
A closer examination reveals subtle morphological differences between S1 and S7. In S1 (fresh resin), the TiO
2 film appears relatively smoother and more uniform, with minimal surface roughness and a well-defined, sharp interface between the oxide and the substrate. This observation is indicative of an optimal anodization environment, where water content in the resin ensures balanced proton release and controlled oxide growth kinetics. In contrast, sample S7 (aged resin) shows a slightly rougher oxide/substrate interface and minor variations in oxide thickness across the cross-section. This is consistent with the resin dehydration detected by FTIR, where the significant reduction in O-H bands and the probable rise in electrolyte acidity may have altered the local field-assisted oxidation/dissolution balance, potentially leading to small fluctuations in oxide growth at the microscale. However, these changes do not drastically affect the average TiO
2 thickness, which remains within the same range as S1, as shown by both the reflectometry data and FIB data presented in
Figure 9b and
Figure 10, respectively.
The consistency in film thickness despite resin aging reflects the robustness of the anodization process, suggesting that the electrolyte—although chemically evolving due to resin dehydration—still maintains its essential functional performance. The SO42− groups remain structurally intact, as revealed by the preserved SO42− stretching modes in the FTIR spectra, ensuring continued ion transport and current conduction during anodization.
Furthermore, the blue interference coloration observed macroscopically on the anodized Ti cylinders (
Figure 9a) aligns well with the oxide thickness values visualized here by FIB, confirming the validity of optical methods for indirect oxide layer assessment. These FIB cross-sections therefore provide direct microstructural evidence supporting the earlier macroscopic and spectroscopic findings.
In summary, these FIB images validate that even under conditions of extended electrolyte operation and progressive resin dehydration, the anodic TiO2-layer growth remains reproducible and uniform in thickness, although minor morphological differences arise. This underscores the electrochemical system’s ability to buffer variations in electrolyte acidity induced by resin aging, as inferred from FTIR data and anodization performance metrics.
3.5. Corrosion Resistance
Figure 11 displays the electrical evaluation of Ti-6Al-4V alloy samples subjected to anodization treatments at different voltages (20 V and 30 V), compared to the untreated raw material, considered as a reference sample. These measurements provide valuable insight into the corrosion protection performance imparted by the anodic TiO
2 layers whose microstructural characteristics and thickness have been previously discussed.
In
Figure 11a, the evolution of the open circuit potential (OCP) versus time in Hank’s solution at 37 °C is shown. The untreated raw material exhibits a significantly lower and more negative OCP, stabilizing around −0.3 V vs. Ag/AgCl, indicative of its inherent susceptibility to corrosion in the used medium. In contrast, both anodized samples exhibit a marked positive shift in OCP values, with stabilization at approximately 0.0 V for 20 V anodized samples and +0.15 V for 30 V anodized samples. This positive displacement reflects the formation of a stable and protective TiO
2 barrier layer, which effectively reduces the thermodynamic driving force for corrosion initiation. The higher OCP for the 30 V anodized sample correlates well with its thicker oxide layer, previously measured by reflectometry and FIB as being close to 70 nm.
Figure 11b shows potentiodynamic polarization curves recorded in the same electrolyte. The raw material displays a higher corrosion current density, and a noisy curve indicative of active corrosion processes, including pitting initiation. Conversely, the anodized samples exhibit two orders of magnitude lower current densities, reaching values below 10
−9 A/cm
2 for the 20 V sample and even down to 10
−11 A/cm
2 for the 30 V sample in the passive region. The significantly reduced anodic current densities in the passivation range are direct evidence of the superior corrosion resistance conferred by the anodic oxide layers.
These electrochemical improvements strongly correlate with the thickness and integrity of the TiO
2 layers revealed by the FIB cross-sectional analysis. As demonstrated in previous studies [
11], the anodic films formed under both 20 and 30 V conditions are continuous and compact, with an average thickness close to 70 nm for the 30 V sample. The thicker oxide layer offers enhanced physical and ionic barrier properties, impeding the ingress of ions and thereby lowering the corrosion current. Additionally, the FT/IR spectra confirm that the electrolyte maintains sufficient functional group integrity (SO
42−) to support consistent oxide growth even during extended operation, explaining the reproducibility of the oxide’s protective properties.
The stabilization of corrosion performance is also consistent with the minimal variation in oxide thickness between the different electrolyte aging stages, as reflected in the previous reflectometry data (constant ~70 nm). This suggests that the anodization process is robust enough to tolerate moderate electrolyte degradation without significant loss of corrosion resistance. However, the best performance (lowest current density, highest OCP) is clearly achieved with the sample anodized at the higher voltage (30 V), where a thicker and more protective TiO2 film is formed.