2.1. Water Content (WC)
The values of WC decreased with the prolongation of the dehydration process.
Table 1 and
Table 2 shows the changes in the WC during the experiments. The raw material was characterized by a WC of 7.31 ± 0.01 g/g d.m. In all cases, an increase in the osmotic solution concentration resulted in a greater degree of dehydration of the apples. The highest degree of dehydration was achieved using a 40% solution concentration of xylitol and erythritol–WC was reduced to about 1.60 g/g d.m.; therefore, these alternative solutions are more effective compared to the 50% solution concentration of sucrose. A 40% solution concentration of maltitol, and a 30% solution concentration of erythritol showed similar efficiency to sucrose. The use of solutions containing inulin and oligofructose, as well as a 20% solution of maltitol, were found to be ineffective. Even though statistical analysis indicated an influence of the type of osmotic agent (
Table 3), one-way ANOVA did not show any significant influences of time or concentration on WC values, when inulin and oligofructose solutions were used. The larger osmotic effect noted with xylitol and erythritol solutions, compared with sucrose, has been attributed to the higher (almost double) molecular weight of sucrose and the resultant lower osmotic pressure, compared to the alternative solutions.
In recent research, Rodriguez et al. [
22] dehydrated nectarines for 2 h (with an initial WC of 4.602 g/g d.m.), in a 60% solution concentration of sorbitol to achieve a reduction of WC to a value of 1.903 ± 0.779 g/g d.m., whereas a 40% solution concentration of glucose resulted in poor reduction of WC values. Moreover, when glucose and sorbitol were used (2.52 g/g d.m. and 2.59 g/g d.m., respectively), the resulting values were similar to findings in the present study, which utilized the same conditions: a 2-h duration with a 40% solution concentration of xylitol and maltitol (
Table 1). Brochier et al. [
15] dehydrated yacon in a 33% concentration of alternative solutions to sucrose, namely, maltodextrin, polydextrose, sorbitol and glycerol, for 30, 60, 120, 240 and 360 min. Their results confirmed that a decrease of WC was observed during the process. The best results were achieved when glycerol and sorbitol were used. Maltodextrin did not behave like an osmotic agent in their study.
2.2. Water Loss (WL)
The WL is an important parameter of mass transfer that indicates the efficiency of OD. To evaluate the acceptability of utilizing alternative solutions, the curves of OD kinetics in the 50% sucrose solution were applied to the figures (shown below as dotted lines).
The non-linear increase of WL was observed at all concentrations during the OD process. In all cases, except for solutions with oligofructose, inulin, and maltitol, at 20% concentrations an initial rapid rate of mass transfer was observed, followed by a decrease in this rate (
Figure 1). This indicates that the system was approaching the end of the osmotic process (i.e., pseudo equilibrium) [
10].
This phenomenon was most pronounced for the first three hours of the process. In this study, osmotic pre-treatments for periods longer than 3 h were not effective. This relationship was the best demonstrated in the case of erythritol (
Figure 1a) and xylitol (
Figure 1b) solutions. This suggests that it is not necessary to dehydrate the apple slices in solutions for periods longer than 3 h. Statistical analysis also confirmed this statement—values achieved after 180 min or longer were classified into one homogeneous group (
Table 5).
Brochier et al. [
15] observed that the change in moisture content was no longer significant after one hour with the use of glycerol, sorbitol or polydextrose. A high rate of WL at the beginning of the process was reported in research by Moreira et al. [
20] during OD of chestnut, as well as in research by Khan et al. [
23] during OD of apples. This is due to the difference in osmotic pressure between the osmotic solution and the food. Subsequently, the phenomenon decreases because the concentration gradient between the solution and the food decreases over-time [
2].
Rizzolo et al. [
24] dehydrated strawberry slices in 60% concentrated solutions of sucrose and sorbitol for 6 h at a temperature of 30 °C. They observed that WL had constantly increased during both of the processes. Higher values were obtained when the sorbitol solution was used. This fact was due to the different molecular weights of sorbitol (182.18 g/mol) and sucrose (342.30 g/mol), which, at the same concentrations, yielded different water activities (0.87 and 0.93, respectively).
In this research, OD in a 40% solution concentration of erythritol and xylitol was more effective compared to the dehydration process in a sucrose solution (
Figure 1a,b). This could also be explained by the lower molecular weight of erythritol and xylitol (122.12 g/mol and 152.15 g/mol, respectively).
The increase in solution concentration resulted in an increase of the osmotic pressure gradients and, hence, higher WL in all cases (except in solutions which contained inulin and oligofructose) (
Figure 1d,e). Similar results were reported by Khan et al. [
23] in the OD of apples in 40% to 60% solution concentrations, and by Djendoubi et al. [
25] who carried out the OD process of pears in a sucrose solution (from 25 to 65
oBrix). This is explained by an increase in the osmotic driving force between the sample and the surrounding solution. The increase in temperature decreases the viscosity of the osmotic solution, and the resistance to the mass transfer between the surface and the osmotic solution, thus facilitating the outflow of water from the sample, and the diffusion rate of solute into the sample [
2]. The influence of temperature on OD was confirmed by Devic et al. [
26], in the OD of apples at temperatures of 45 °C and 60 °C.
In this research, all of the concentrations (20% to 40%) of maltitol solutions were less effective compared to sucrose as the solute (
Figure 1c). The higher concentration of maltitol (50%) resulted in higher values of WL and solid gain (SG), compared to sucrose [
27]. In a few research studies, the Peleg’s equation has been often used to model the kinetics of WL and solute uptake during OD [
10,
28,
29].
To evaluate the goodness of fit of the models in different solutions, parameter values of modeling WL using Peleg’s model are shown in
Table 4. The use of Peleg’s modeling of OD was effective in all of the concentrations of erythritol and xylitol solutions—the goodness of fit has high R
2 values, and low RMSE and χ
2 values (
Table 4). In the case of other solutions, modeling WL using Peleg’s model was effective only at 40% concentrations—in the other cases, values for parameter CRV were more than 20%, which indicates that the model could not be used for the prediction of WL.
The k
1 relates to the dehydration rate at the very beginning of the process. The reciprocal of k
1 describes the initial mass transfer rate (i.e., the lower the k
1, the higher the mass transfer rate) [
10]. It can be seen from the data in
Table 4, that at constant temperature, k
1 decreased with increased solution concentrations from 20% to 40%, which indicates an increase in the initial rate of mass transfer terms (the highest value was observed in the 40% solution concentration of xylitol).
It has been shown [
30] that the k
2 parameter defines the equilibrium moisture content (and soluble solids)—a value that is expected to vary with the syrup concentration. These results are not surprising. The lower the k
2 parameter, the higher the water removal; the achieved values of WL in OD using erythritol and xylitol solutions, were more effective at higher concentrations (
Figure 1a,b).
OD in inulin and oligofructose was ineffective—the observed values of WL were low (
Figure 1d,e) and the values of the
k2 parameter in Peleg’s equation were high (
Table 4). Statistical analysis classified these values first into two homogeneous groups—with the lowest values (
Table 5). This behavior was connected with the high molecular weight of these substances, which results in a low driving force of the process, while the changes in the hydrodynamic characteristics of the external phase modify the global mass transfer resistance. The evaluation of alternatives to sucrose substances (oligofructose, maltitol, and oligofructose/trehalose) was reported in research by Giannakourou and Taoukis [
19]. Their results show that the highest WL during OD was in maltitol, which had the lowest molecular weight, although the effect of the alternative osmotic agents was not significant.
Mendonça et al. [
31] observed that WL was significantly dependent on the duration of ultrasound pre-treatment, in the linear term for xylitol and sorbitol solutions. It was also reported that at the end of the treatments, WL was more pronounced in samples treated with solutions of sorbitol, erythritol and xylitol [
29]. Lower values were obtained in samples treated with solutions of isomalt and maltitol, which are osmotic agents with lower molecular weights.
2.3. Solid Gain (SG)
During the process of OD, the main phenomenon is water loss. SG in the material was inconsiderable, with maximum values of approximately 1 g/g i.d.m. when using 40% solution concentrations of xylitol, erythritol and maltitol, as well as 30% solution concentrations of xylitol and erythritol, in durations ranging from 4 to 6 h (
Figure 2a–c). Mendonça et al. [
29] observed a similar situation at the end of the process; the highest SG in yacon roots was obtained with erythritol solution.
Solution concentration had a significant influence on SG during the process (
Table 7). As with the parameters discussed above, greater efficiency than sucrose was reported when 30 and 40% solutions of erythritol and xylitol, as well as a 40% solution of maltitol, were used (
Figure 2a–c). Achieved values were classified into one homogeneous group. The SG in apples, at a similar level obtained using sucrose, was also achieved in the OD process of more than 3 h in 30 and 40% solutions of inulin (
Figure 2d). In the case of OD in oligofructose, the increase in dry matter in the fruit was negligible (
Figure 2e), which was due to the high molecular weight of this compound.
The lower the SG, the better the preservation of the original characteristics of the food [
32]. Therefore, small values of SG connected with a high-rate of WL are desirable.
Brochier et al. [
15] reported SG when they used sorbitol, glycerol and polydextrose solutions, although they did not observe any increase in dry matter using maltodextrin. The highest values of SG were achieved in the case of the first two solutions, namely sorbitol and glycerol. This was explained by their lower molecular weight compared to maltodextrin, which led to a higher osmotic pressure and easier penetration into the apple tissue. Moreover, they also pointed out that the increase of dry matter occurred mainly during the first two hours of the process. This is consistent with the results obtained in the current research, mainly with 30 and 40% erythritol solutions.
Values of
k1,
k2, R
2, χ
2, CRV and RMSE of modelling SG using Peleg’s model are shown in
Table 6. According to the data in
Table 6, the
k1 for all kinetic terms of mass transfer decreased with increasing concentrations of the osmotic solution, at a constant solution temperature. High values for the
k1 parameter indicated a low mass transfer rate. The
k2 parameter defines the equilibrium moisture content and soluble solids—achieved values were higher compared to modeling WL using Peleg’s model (i.e., the effect of water removal was smaller). Evaluating the goodness of fit of SG using Peleg’s model was different compared to modeling WL parameters. The use of Peleg’s modeling of OD was effective in all of the concentrations only in the case of the erythritol solution. This model can also be used for the prediction of SG at 20% and 30% concentrations, using xylitol and inulin, but not at the highest concentrations. In the cases of 20% maltitol and 30% oligofructose, values of the CRV parameter were more than 20%, indicating that the model cannot be used for modeling of SG during OD.
Values of SG achieved by Mendonça et al. [
31] after OD of yacon tubers in 40% xylitol solution were approximately two-times higher compared to those achieved in the same conditions in a 40% sorbitol solution. In later research by Mendonça et al. [
29] the SG rate was attenuated after the first hour of osmotic treatment in the 40% solution concentrations of xylitol, maltitol, erythritol, isomalt and sorbitol.
In statistical ANOVA, there was a significant influence of time on SG (
Table 7). An opposite situation was observed by Fasogbon et al. [
33]; in their research, solid uptake during OD of pineapple in a sugar solution had no significant change over-time, but the most significant changes in sugar/salt solution took place in the first 3 h of the OD process. Taiwo et al. [
34] also reported optimal SG at 3 h for strawberry halves.
2.4. Water Activity (aw)
A direct relationship between the increase in solution concentration, and the decrease of water activity level, was observed mainly in the case of OD using xylitol (
Figure 3b). This relationship was not observed when maltitol, inulin and oligofructose solutions were used (
Figure 3c–e). Statistically significant influences (α = 0.05) of a
w were observed of all the factors: type of osmotic agent, solution concentration, and time (
Table 8). Important decreases in the values for a
w were observed mainly at the end of the OD process. Higher concentrations of osmotic solutions resulted in lower values of this parameter. The lowest average values were obtained for erythritol (approximately 0.928), and xylitol (0.942). This is evident in the bar graphs, which are below the line graph referring to the a
w of apple dehydrated in a 50% sucrose solution (
Figure 3a,b). Values for a
w during OD in maltitol, inulin and oligofructose solutions were classified into one homogeneous group, which means that the influence of these types of osmotic solutions, on the decrease of a
w, was not significant (
Table 8). Higher values of a
w achieved with maltitol, inulin and oligofructose were related to small WL, compared with sucrose, as discussed above.
In the OD of yacon tubers, Mendonça et al. [
31] used 40% solution concentrations of xylitol and sorbitol, and reported slightly higher values for a
w after OD (0.971 and 0.975, respectively). The effect of solution concentration on a
w was significant and negative in the linear and quadratic terms for samples treated with both solutions. In the first hour of treatment, the highest reductions of a
w of yacon in 40% solution concentrations were observed (erythritol: 0.936; xylitol: 0.937 and sorbitol: 0.956) [
29].
The Pearson’s correlation coefficient between aw and WC was calculated separately for each type of osmotic solution. In almost all cases, (except oligofructose–p-Value 0.117) a linear relationship between the variables was observed. The strongest relationship was observed for OD in xylitol solution (with a Pearson’ correlation coefficient of 0.81). In other cases, this relationship was weaker (erythritol: 0.67 (p-Value 0.000), inulin: 0.46 (p-Value 0.005), maltitol: 0.35 (p-Value 0.038)).