Valorization of Olive Pomace into Functional Hydrochars for Dye Removal from Water: Effects of Hydrothermal Carbonization and Soft Alkaline Activation
Abstract
1. Introduction
2. Results and Discussion
2.1. Solid-Phase Characterization of Adsorbent Materials
2.2. Effect of HTC Temperature and Retention Time on Adsorption by OP Hydrochars
2.3. Effect of Soft Alkaline Activation and Washing on Adsorption by OP Adsorbents
2.4. Kinetic and Isothermal Behavior of OP Adsorbents
2.5. Impact of Temperature and Initial Concentration on Adsorption with OP Materials
2.6. Thermodynamics of OP Hydrochar
2.7. Preliminary Techno-Economic Considerations Based on Material Efficiency
3. Materials and Methods
3.1. Materials Preparation
3.2. Adsorption Tests
3.2.1. Comparative Tests
3.2.2. Kinetic and Isotherm Tests
3.2.3. Thermodynamic Tests
3.3. Analytical Methods
3.4. Performance-Based Techno-Economic Assessment
3.5. Statistical Analysis
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Nomenclature
| q | adsorption capacity (mg g−1) |
| V | initial volume of the solution for the tests (L) |
| m | adsorbent weight (g) |
| mads | adsorbent demand (kg adsorbent kg−1 MB removed) |
| ci | MB concentration at the beginning of the test (mg L−1) |
| cf | MB concentration at the end of the test (mg L−1) |
| qe | equilibrium adsorption capacity (mg g−1) |
| qt | adsorption capacity at time t (mg g−1) |
| k1 | rate constant of pseudo-first order (min−1) |
| k2 | rate constant of pseudo-second order (g mg−1 min−1) |
| Kc | distribution constant (dimensionless) |
| α | initial adsorption rate constant (mg g−1 min−1) |
| β | activation energy constant for chemisorption (g mg−1) |
| ε | Polanyi potential (J mol−1) |
| kfd | liquid film rate diffusion constant (min−1) |
| kdif | rate constant of intraparticle diffusion (mg g−1 min−1/2) |
| Ce | concentration of adsorbate at equilibrium (mg L−1) |
| Cad | MB concentration of solute adsorbed at equilibrium (mg L−1) |
| C0 | the highest initial MB concentration (mg L−1) |
| C | intraparticle diffusion intercept (mg g−1) |
| KL | Langmuir equilibrium constant (L mg−1) |
| qm | maximum adsorption capacity (mg g−1) |
| KF | Freundlich’s constant (mg g−1) |
| nF | Freundlich heterogeneity factor (dimensionless) |
| A | Temkin isotherm constant (L mg−1) |
| bT | Temkin constant related to the heat of adsorption (J mol−1) |
| E | free energy (kJ mol−1) |
| qs | theoretical saturation capacity (mg g−1) |
| βDR | Dubinin–Radushkevich constant (mol2 J−2) |
| ΔG° | standard free energy (kJ mol−1) |
| ΔH° | standard enthalpy (kJ mol−1) |
| ΔS° | standard entropy (J mol−1 K−1) |
| T | temperature (K) |
| Ka | thermodynamic equilibrium constant (dimensionless) |
| R | gas constant (8.314 J mol−1 K−1) |
| RL | Langmuir isotherm constant (dimensionless) |
| pHpzc | pH Point of Zero Charge |
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| Sample | C (wt%) | O (wt%) | O/C | Na/K/Cu/Cl/Ca (wt%) | BET Surface Area (m2/g) |
|---|---|---|---|---|---|
| OP | 74.1 | 21.0 | 0.28 | 0.0/4.1/0.4/0.4/0.4 | 1.30 ± 0.01 |
| OP_180_1 | 82.5 | 15.0 | 0.18 | 0.0/1.1/0.7/0.3/0.4 | 2.14 ± 0.09 |
| OP_220_0 | 84.5 | 12.6 | 0.15 | 0.0/1.6/0.5/0.3/0.4 | 2.18 ± 0.11 |
| OP_220_1 | 86.5 | 11.1 | 0.13 | 0.0/1.5/0.3/0.3/0.7 | 3.50 ± 0.10 |
| OP_a | 14.2 | 45.8 | 3.22 | 36.3/2.3/0.9/0.2/0.3 | 0.3 ± 0.05 |
| OP_220_1_a | 20.1 | 40.3 | 2.0 | 36.1/2.6/0.4/0.2/0.3 | 9.51 ± 0.08 |
| OP_220_1_a_w | 59.9 | 32.7 | 0.55 | 0.0/2.1/2.4/0.3/2.6 | 40.04 ± 0.12 |
| Material | Best Model | R2 | Model Parameters |
|---|---|---|---|
| Kinetics (20 °C) | |||
| OP | Pseudo-second order | 0.999 | qe = 35.5 mg g−1 k2 = 0.012 g mg−1 min−1 |
| OP_180_1 | Pseudo-second order | 0.996 | qe = 19.0 mg g−1 k2 = 0.004 g mg−1 min−1 |
| OP_220_0 | Pseudo-second order | 0.995 | qe = 12.6 mg g−1 k2 = 0.007 g mg−1 min−1 |
| OP_220_1 | Pseudo-second order | 0.999 | qe = 20.7 mg g−1 k2 = 0.018 g mg−1 min−1 |
| OP_220_1_a | Pseudo-second order | 0.999 | qe = 34.2 mg g−1 k2 = 0.010 g mg−1 min−1 |
| OP_220_1_a_w | Pseudo-second order | 1.000 | qe = 69.9 mg g−1 k2 = 0.017 g mg−1 min−1 |
| Isotherms (20 °C) | |||
| OP | Langmuir | 0.983 | KL = 0.350 L mg−1 qm = 37.5 mg g−1 RL = 0.003 |
| OP_220_1_a | Langmuir | 1.000 | KL = 0.019 L mg−1 qm = 51.0 mg g−1 RL = 0.053 |
| OP_220_1_a_w | Freundlich | 0.977 | KF = 7.27 mg1−1/n L1/n g−1 nF = 1.97 |
| Isotherms (40 °C) | |||
| OP | Langmuir | 0.998 | KL = 0.038 L mg−1 qm = 33.2 mg g−1 RL = 0.027 |
| OP_220_1_a | Langmuir | 0.995 | KL = 0.007 L mg−1 qm = 91.7 mg g−1 RL = 0.140 |
| Temkin | 0.994 | A = 0.081 L mg−1 bT = 12,496 J mol−1 | |
| OP_220_1_a_w | Freundlich | 0.945 | KF = 2.41 mg1−1/n L1/n g−1 nF = 1.49 |
| Isotherms (5 °C) | |||
| OP | Langmuir | 0.960 | KL = 0.009 L mg−1 qm = 64.5 mg g−1 RL = 0.087 |
| OP_220_1_a | Langmuir | 0.963 | KL = 0.007 L mg−1 qm = 79.4 mg g−1 RL = 0.110 |
| OP_220_1_a_w | Freundlich | 0.953 | KF = 2.15 mg1−1/n L1/n g−1 nF = 1.25 |
| Material | qe (mg g−1) | Adsorbent Demand (kg Adsorbent kg−1 MB Removed) | HTC Solid Yield (g Hydrochar g−1 OP) | Raw Material Demand (kg Raw OP kg−1 MB Removed) |
|---|---|---|---|---|
| OP | 35.5 | 28.17 | - | 28.17 |
| OP_180_1 | 19.0 | 52.63 | 0.73 | 72.23 |
| OP_220_0 | 12.6 | 79.37 | 0.84 | 94.49 |
| OP_220_1 | 20.7 | 48.31 | 0.63 | 76.94 |
| OP_220_1_a | 34.2 | 29.24 | 0.63 | 46.57 |
| OP_220_1_a_w | 69.9 | 14.31 | 0.63 | 22.79 |
| Test | Materials | MB Concentration (mg L−1) | Temperature (°C) |
|---|---|---|---|
| 1—Effect of HTC operation | OP OP_180_1 OP_220_0 OP_220_1 | 250 | 20 |
| 2—SAA effect | OP_a OP_220_1_a | 250 | 20 |
| 3—Effect of washing | OP_220_1_a OP_220_1_a_w | 250 | 20 |
| 4—Kinetics | OP OP_180_1 OP_220_0 OP_220_1 OP_220_1_a OP_220_1_a_w | 250 | 20 |
| 5—Isotherms and effect of initial MB concentration | OP OP_220_1_a OP_220_1_a_w | 100, 250, 500, 750, 1000 | 20 |
| 6—Effect of temperature | OP OP_220_1_a OP_220_1_a_w | 100, 250, 500, 750, 1000 | 5, 20, 40 |
| 7—Thermodynamics | OP_220_1_a_w | 100 | 5, 20, 40 |
| Kinetic Models | Model Equation |
|---|---|
| Pseudo-first order | |
| Pseudo-second order | |
| Elovich | |
| Liquid film diffusion | |
| Intraparticle diffusion | |
| Isotherm models | |
| Langmuir | = + |
| Freundlich | |
| Temkin | |
| Dubinin–Radushkevich |
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Share and Cite
Farru, G.; Pace, G.; Di Virgilio, A.; Asunis, F.; De Bonis, A.; Mascolo, M.C.; Masi, S.; Di Capua, F. Valorization of Olive Pomace into Functional Hydrochars for Dye Removal from Water: Effects of Hydrothermal Carbonization and Soft Alkaline Activation. Molecules 2026, 31, 2617. https://doi.org/10.3390/molecules31152617
Farru G, Pace G, Di Virgilio A, Asunis F, De Bonis A, Mascolo MC, Masi S, Di Capua F. Valorization of Olive Pomace into Functional Hydrochars for Dye Removal from Water: Effects of Hydrothermal Carbonization and Soft Alkaline Activation. Molecules. 2026; 31(15):2617. https://doi.org/10.3390/molecules31152617
Chicago/Turabian StyleFarru, Gianluigi, Gennaro Pace, Antonio Di Virgilio, Fabiano Asunis, Angela De Bonis, Maria Cristina Mascolo, Salvatore Masi, and Francesco Di Capua. 2026. "Valorization of Olive Pomace into Functional Hydrochars for Dye Removal from Water: Effects of Hydrothermal Carbonization and Soft Alkaline Activation" Molecules 31, no. 15: 2617. https://doi.org/10.3390/molecules31152617
APA StyleFarru, G., Pace, G., Di Virgilio, A., Asunis, F., De Bonis, A., Mascolo, M. C., Masi, S., & Di Capua, F. (2026). Valorization of Olive Pomace into Functional Hydrochars for Dye Removal from Water: Effects of Hydrothermal Carbonization and Soft Alkaline Activation. Molecules, 31(15), 2617. https://doi.org/10.3390/molecules31152617

