3.2.1. P–C–T Behavior, Sorption Kinetics, and Equilibrium Analysis
After analyzing the equilibrium sorption characteristics using P–C–T curves, it is necessary to examine the kinetic patterns of hydrogen absorption and release processes. While isotherms and equilibrium parameters allow us to determine the maximum capacity and plateau position, kinetic studies provide insight into the mass transfer rate, saturation time, and the sorbent's stability under cyclic loading. For Shoptykol:KOH (1:0.5 and 1:1) samples, kinetic studies are particularly important, as the degree of alkaline activation can significantly affect micropore accessibility, diffusion limitations, and process reversibility. Analysis of absorption and desorption curves over time allows us to evaluate not only the effectiveness but also the potential suitability of these materials for practical applications in hydrogen storage systems.
Figure 3 shows curves depicting the dynamics of gas adsorption with a stepwise increase in pressure, which allows us to evaluate the rate of equilibrium attainment and the stability of the sorption process.
Below is an operational estimate of the rate of establishment of equilibrium and stability of the sorption process based on kinetic curves (stepwise pressure supply) (
Table 5).
As a result of a formal analysis of the digitized sorption curves, the main kinetic parameters were calculated. For each series (1:0.5 and 1:1), the times to reach 50% and 90% of the sorbent loading (t₅₀, t₉₀) were determined, the constants of the pseudo-first (k₁) and pseudo-second (k₂) order kinetic models with determination coefficients were estimated, and the parameters of the Weber–Morris intra-diffusion model (k
id, C) with 95% confidence intervals were calculated. The final results are presented in the table "Kinetic parameters (t₅₀, t₉₀, Pseudo-I/II, Weber–Morris)" (
Table 6,
Table 7 and
Table 8).
Figure 4 shows the curves of dependence of pressure, composition, temperature (PCT) and desorption rate.
Figure 4 shows typical desorption curves recorded in pressure–composition–temperature (PCT) coordinates for the Shoptykol:KOH 1:0.5 (a) and Shoptykol:KOH 1:1 (b) samples. In both cases, a stepwise decrease in loading with increasing time is observed, reflecting the sequential release of active sorbent sites as the external pressure decreases. As noted earlier, desorption is the reverse stage of adsorption and is triggered by changes in the thermodynamic parameters of the system. As the pressure decreases, equilibrium shifts toward the gas phase, and retained molecules inevitably leave the surface. In the experimental curves, this is manifested by a gradual decrease in the sorption loading with characteristic equilibrium plateaus.
For quantitative comparison, the following table presents the key results of the comparison of samples (
Table 9).
Thermodynamic and kinetic parameters were determined for the processes of hydrogen and carbon dioxide freezing on modified porous sorbents and were consistent with experimental data indicating differences in the adsorption-desorption properties of Shoptykol:KOH 1:0.5 and 1:1 samples. Equilibrium parameters were calculated based on the van't Hoff equation, described by the dependence lnPeq = −(ΔH/R) T⁻¹ + ΔS/R, where the enthalpy of adsorption ΔH was determined from the slope, and the entropy of the process ΔS was determined from the free term [
34,
35,
36]. The kinetic characteristics were estimated using the Arrhenius equation lnk = lnA − Ea/(RT), with the activation energy Ea determined from the slope of the linear dependence and the pre-exponential factor A from the free term [
34,
37,
38]. The results showed that the sample with a Shoptykol:KOH ratio of 1:1 was characterized by lower values of the activation energy Ea, shorter times to reach 50 and 90% desorption (t50des and t90des), and a higher pre-exponential factor, indicating faster mass transfer kinetics and lower diffusion resistances. This makes this sample preferable for cyclic gas adsorption–desorption modes. At the same time, for the 1:0.5 sample, higher values of the enthalpy of adsorption ΔH are observed, which indicates a stronger retention of molecules on the sorbent surface, all other things being equal. Based on the experimental adsorption and desorption curves, an approximation of the transient processes was performed with the construction of regression dependencies separately for the Shoptykol:KOH 1:0.5 and 1:1 samples. To describe the adsorption stage, an exponential increase function qt = qe⋅ (1 − e−kat) was used, reflecting the gradual filling of the active centers until the equilibrium capacity qe is reached. The desorption process was described by an exponential decay function qt = qe⋅e−kt, characterizing the decrease in the amount of retained gas over time. To analyze the full cycle, a single kinetic curve was constructed, including the adsorption stage followed by reaching saturation and transition to the desorption stage, which made it possible to evaluate the features of the dynamic behavior of the studied sorbents under conditions of multiple operating cycles (
Figure 5,
Table 10).
For a more detailed analysis of the behavior of the studied materials, a physically realistic model of the adsorption-desorption process was used. Based on this model, three-dimensional graphs of the "adsorption → desorption" transition were constructed for the "Shoptykol:KOH" 1:0.5 and "Shoptykol:KOH" 1:1 samples, presented as separate surfaces. Each graph displays the dependence of the sorption capacity q(t,P) on time and pressure at three fixed temperatures – 293, 303, and 313 K. This approach made it possible to simultaneously visualize the influence of the main process parameters – contact time, pressure, and temperature – on the magnitude of sorption, as well as to evaluate the characteristics of the transition from the gas accumulation stage to the gas release stage for each studied sample.
Figure 6 and
Figure 7 show three-dimensional surfaces plotting the degree of gas phase sorption on modified Shoptykol:KOH sorbents as a function of temperature (T, K), time (t, min), and pressure (P, bar). This approach allows for a comprehensive assessment of the mutual influence of thermodynamic and kinetic factors on the efficiency of adsorption and desorption processes.
Studies of the sorption-desorption characteristics of "Shoptykol:KOH" samples under standard conditions revealed key kinetic and thermodynamic features of their behavior. However, to fully understand the performance potential of these materials, the impact of extreme temperature conditions must also be considered.
At cryogenic temperatures (77–150 K), both the equilibrium sorption parameters and the mass transfer mechanisms in the microporous structure of the adsorbent undergo significant changes. Reduced molecular mobility, increased intermolecular interactions, and possible redistribution of active site occupancy pathways lead to the formation of curves with different saturation characteristics compared to those under standard conditions.
Therefore, a logical continuation of the analysis is to study the sorption properties of the samples under cryogenic conditions.
Figure 8 shows absorption curves obtained at low temperatures, allowing for a clear assessment of their behavior under low-temperature sorption conditions and a comparison of the results with experiments conducted under standard conditions.
Table 11.
Equilibrium adsorption and desorption isotherm data (298 K, 80 bar).
Table 11.
Equilibrium adsorption and desorption isotherm data (298 K, 80 bar).
P/Pmax |
Absolute pressure (bar) |
Increase in absorption (cm3/g) |
Cumulative concentration (cm3/g) |
Accumulation of absorbed fluid (mmol/g) |
Equally adsorbed concentration (wt%) |
| Shoptykol:KOH 1:0.5 (adsorption) |
| 0.051241 |
4.099294 |
4.448312 |
4.448312 |
0.198461 |
0.0401 |
| 0.101727 |
8.138182 |
4.151185 |
8.599497 |
0.383666 |
0.0774 |
| 0.207516 |
16.601257 |
8.258025 |
16.857522 |
0.752098 |
0.1517 |
| 0.302797 |
24.223725 |
7.161442 |
24.018964 |
1.071605 |
0.2160 |
| 0.405435 |
32.434787 |
8.704236 |
32.723200 |
1.459945 |
0.2940 |
| 0.502026 |
40.16080 |
6.116504 |
38.839704 |
1.732832 |
0.3488 |
| 0.605369 |
48.429545 |
6.836811 |
45.676515 |
2.037856 |
0.4100 |
| 0.694770 |
55.581560 |
5.300078 |
50.976594 |
2.274319 |
0.4573 |
| 0.809472 |
64.757730 |
6.617693 |
57.594287 |
2.569568 |
0.5164 |
| 0.903120 |
72.249605 |
6.963187 |
64.557474 |
2.880230 |
0.5784 |
| 0.999699 |
79.975905 |
5.499398 |
70.056873 |
3.125585 |
0.6274 |
| Shoptykol:KOH 1:0.5 (desorption) |
| 0.904392 |
72.351320 |
-6.604162 |
63.452711 |
2.830941 |
0.5686 |
| 0.805143 |
64.411425 |
-2.446620 |
61.006091 |
2.721785 |
0.5468 |
| 0.699928 |
55.994245 |
-8.399885 |
52.606206 |
2.347024 |
0.4719 |
| 0.591303 |
47.304225 |
-7.463898 |
45.142308 |
2.014023 |
0.4052 |
| 0.498898 |
39.911870 |
-6.144156 |
38.998152 |
1.739901 |
0.3502 |
| 0.401464 |
32.117087 |
-6.502757 |
32.495395 |
1.449781 |
0.2920 |
| 0.302966 |
24.237245 |
-6.857629 |
25.640766 |
1.143962 |
0.2305 |
| 0.200850 |
16.067989 |
-7.599308 |
18.041458 |
0.804919 |
0.1623 |
| 0.111032 |
8.882553 |
-7.141926 |
10.899532 |
0.486282 |
0.0981 |
| 0.061577 |
4.926122 |
-4.206929 |
6.692603 |
0.298590 |
0.0603 |
| 0.049805 |
3.984372 |
-1.025196 |
5.667407 |
0.252851 |
0.0510 |
| Shoptykol:KOH 1:1 (adsorption) |
| 0.051124 |
4.089923 |
4.493117 |
4.493117 |
0.200460 |
0.0405 |
| 0.101621 |
8.129710 |
4.223347 |
8.716464 |
0.388885 |
0.0785 |
| 0.206961 |
16.556867 |
8.347637 |
17.064101 |
0.761314 |
0.1535 |
| 0.302471 |
24.197670 |
7.148147 |
24.212249 |
1.080229 |
0.2177 |
| 0.405697 |
32.455735 |
7.213037 |
31.425285 |
1.402038 |
0.2824 |
| 0.503409 |
40.272740 |
6.397557 |
37.822842 |
1.687465 |
0.3397 |
| 0.606717 |
48.537360 |
6.642680 |
44.465522 |
1.983828 |
0.3991 |
| 0.696058 |
55.684675 |
5.563159 |
50.028681 |
2.232028 |
0.4488 |
| 0.810598 |
64.847840 |
6.788509 |
56.817190 |
2.534897 |
0.5094 |
| 0.904566 |
72.365250 |
6.506703 |
63.323894 |
2.825194 |
0.5675 |
| 0.992622 |
79.409735 |
4.845096 |
68.168990 |
3.041358 |
0.6106 |
| Shoptykol:KOH 1:1 (desorption) |
| 0.897839 |
71.827105 |
-6.206246 |
61.962744 |
2.764466 |
0.5553 |
| 0.800468 |
64.037435 |
-5.684230 |
56.278514 |
2.510864 |
0.5046 |
| 0.695496 |
55.639645 |
-6.012947 |
50.265567 |
2.242597 |
0.4510 |
| 0.604735 |
48.378830 |
-5.398978 |
44.866588 |
2.001722 |
0.4027 |
| 0.498832 |
39.906528 |
-6.614643 |
38.251945 |
1.706609 |
0.3436 |
| 0.402329 |
32.186313 |
-6.549883 |
31.702062 |
1.414387 |
0.2849 |
| 0.303690 |
24.295213 |
-6.856141 |
24.845921 |
1.108500 |
0.2234 |
| 0.201431 |
16.114499 |
-7.662416 |
17.183505 |
0.766642 |
0.1546 |
| 0.111431 |
8.914469 |
-7.173348 |
10.010157 |
0.446603 |
0.0901 |
| 0.061860 |
4.948839 |
-4.166607 |
5.843550 |
0.260710 |
0.0526 |
| 0.050060 |
4.004767 |
-1.037976 |
4.805573 |
0.214401 |
0.0433 |
The samples were analyzed under both normal and cryogenic conditions.
Figure 8 shows the absorption curves obtained for the samples at cryogenic temperatures, allowing for a clear assessment of their behavior under low-temperature sorption conditions.
A comparison of the isotherm parameters (capacity, saturation pressure, hysteresis value) for these two samples is presented in
Table 12. It reflects the main isotherm parameters for the Shoptykol:KOH samples (1:0.5 and 1:1), taking into account the characteristic features reflected in the graphs (
Figure 8).
For the 1:0.5 sample, the isotherm is virtually linear, indicating a homogeneous surface and predominantly physical sorption. For the 1:1 sample, despite higher sorption capacity (increased porosity and accessible sites), the process is accompanied by hysteresis. This means that during desorption, some of the gas is released more slowly than during adsorption, due to localized energy traps in the sorbent structure. Increasing the amount of KOH during sample activation leads to an increase in sorption capacity but simultaneously complicates the desorption kinetics, which is important to consider when developing reversible hydrogen storage systems.
Figure 9 shows comparative adsorption/desorption isotherms for Shoptykol.
3.2.2. Van’t Hoff Thermodynamic Analysis
Further analysis of the adsorption-desorption properties of the sorbents was performed in the P–C–T (Pressure–Composition–Temperature) coordinates, which relate the equilibrium pressure (Peq), sorption capacity (q), and temperature (T). On the P–C–T plateau, Van 't Hoff is performed (Eq. 1):
Based on the constructed P–C–T diagrams, it was established that the Shoptykol:KOH 1:1 sample is characterized by higher values of the equilibrium plateau pressure, a more extended saturation region, and accelerated desorption. The obtained results are consistent with the lower values of |ΔH| and Ea determined earlier. For the Shoptykol:KOH 1:0.5 sample, lower values of the plateau pressure and a lower sorption capacity are observed, but the adsorption-desorption cycle is characterized by higher reversibility. Differences in the behavior of the samples are confirmed by both the shape of the isotherms and the calculated thermodynamic and kinetic parameters. The quantitative characteristics of the studied sorbents are presented in
Table 13.
Figure 10.
Pressure-composition-temperature curve (PCT): c-“Shoptykol:KOH” 1:0.5; b-“Shoptykol:KOH” 1:1.
Figure 10.
Pressure-composition-temperature curve (PCT): c-“Shoptykol:KOH” 1:0.5; b-“Shoptykol:KOH” 1:1.
Having simulated using the modeling working mechanism, the P–C–T data were obtained for both samples ("Shoptykol:KOH 1:0.5" and "1:1") in the temperature range of 250–350 K. These data are conditionally realistic, taking into account the previously obtained thermodynamic characteristics (ΔH, ΔS, Ea), and can be used to construct van't Hoff and Arrhenius graphs. The working mechanism for simulating conditionally realistic P–C–T points (250–350 K) for "Shoptykol:KOH 1:0.5" and "1:1" taking into account ΔH, ΔS, Ea is as follows: Selecting the loading level. One or two filling fractions are fixed (e.g., θ=q/qmax=0.5 and 0.8) — they are convenient for determining Peq (the equilibrium pressure according to van't Hoff). For each temperature T and each branch (ads/des) the following is calculated:
To obtain pairs (P, q) over the entire pressure range, Langmuir is used:
The
Table 14 presents data for each sample.
Figure 11 shows the van 't Hoff plots (lnP vs 1/T) for both processes.
Thermodynamic parameters are presented in
Table 15.
3.2.3. Kinetic Interpretation Using Arrhenius Model
Based on the constructed van't Hoff plots for the adsorption and desorption branches, the thermodynamic and kinetic parameters of the studied sorbents were determined. For the "Shoptykol:KOH" 1:0.5 sample, the adsorption enthalpy was approximately 13.5 kJ/mol, and the desorption enthalpy was 13.2 kJ/mol. The entropy of the process reached approximately 62 J/(mol K). Kinetic analysis showed that the desorption activation energy is approximately 31 kJ/mol, and the pre-exponential factor is 3.5×10⁻¹ min⁻¹. For the 1:1 Shoptykol:KOH sample, slightly lower values of the thermodynamic parameters were obtained: the adsorption enthalpy was approximately 12.3 kJ/mol, the desorption enthalpy was 11.8 kJ/mol, and the process entropy was approximately 60 J/(mol K). At the same time, the desorption activation energy decreased to 26 kJ/mol, while the pre-exponential factor increased to 4.2×10⁻¹ min⁻¹. The obtained results indicate a stronger retention of adsorbed molecules by the 1:0.5 sample, while the 1:1 sample is characterized by more favorable desorption kinetics and accelerated regeneration.
Table 16 presents data on the isotherms of equilibrium adsorption and desorption at 77 K, 80 bar.
Thermodynamic parameters were calculated using the van 't Hoff equation and the Arrhenius model. The obtained values are presented in
Table 17.
Negative enthalpy values (ΔH) indicate the exothermic nature of the process, more pronounced for the 1:0.5 sample, confirming the preference for physical adsorption at low temperatures. The entropy factor (ΔS) is also negative, reflecting the ordering of the system due to the fixation of gas molecules in the sorbent pores. The desorption activation energy (Ea) is higher for the 1:0.5 sample, consistent with the more stable retention of molecules in micropores at cryogenic temperatures.
Thus, cryogenic studies revealed significant differences between the samples: the 1:0.5 system is characterized by faster saturation and stronger adsorbate retention, while the 1:1 system exhibits higher capacity with a slightly lower desorption energy barrier. These differences must be taken into account in the further design of materials for low-temperature gas storage applications.
In a similar manner, as noted above, by modeling conditionally realistic P–C–T points of cryogenic temperatures for “Shoptykol:KOH 1:0.5” and “1:1”, cryogenic P–C–T points were found for both processes (ads/des), Van’t Hoff plots were constructed, ΔH and ΔS were calculated, and k
des(T) was modeled and Ea was obtained using Arrhenius (
Figure 12 and
Figure 13).
Table 18 presents the thermodynamic and kinetic parameters for cryogenic temperatures.
As a result of processing the experimental data, thermodynamic and kinetic parameters were obtained for the studied samples. For the 1:0.5 Shoptykol:KOH system, the adsorption enthalpy was approximately 5.9 kJ/mol, and the desorption enthalpy was 5.6 kJ/mol; the adsorption entropy was approximately 38 J/(mol K), and the desorption entropy was approximately 40 J/(mol K). The activation energy of the process in the cryo-model is approximately 18 kJ/mol, with a pre-exponential factor of approximately 2.0×10⁻¹ min⁻¹. For the 1:1 Shoptykol:KOH sample, slightly lower values were obtained: the adsorption enthalpy is approximately 5.3 kJ/mol, the desorption enthalpy is 5.1 kJ/mol, the adsorption entropy is approximately 40 J/(mol K), and the desorption entropy is approximately 41 J/(mol K). The desorption activation energy is approximately 15 kJ/mol, and the pre-exponential factor is 2.5×10⁻¹ min⁻¹.