Submitted:
03 March 2025
Posted:
04 March 2025
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Abstract

Keywords:
Graphical abstract

1. Introduction
2. Materials and Methods
2.1. Materials and Reagents
2.2. Preparation and Activation of Kaolin Filter Cake (KFC)
2.3. Synthesis of KFC-Fe3O4 Nanocomposite
2.4. Characterization of Synthesized KFC-Fe3O4 NCs
2.5. Point of Zero Charge (pHpzc)
2.6. Batch Adsorption Experiment
2.7. Experimental Design
2.8. Adsorption Isotherm and Kinetic Models
3. Results and Discussion
3.1. Characterization of KFC-Fe3O4 Composite
3.2. Effect of Different Adsorption Parameters
3.2.1. Effect of pH
3.2.2. Effect of Adsorbent Dose
3.2.3. Effect of Contact Time
3.2.4. Effect Initial RB5 Dye Concentration
3.3. Box-Behnken Design (BBD) Analysis
3.3.1. Significance of Model Terms
3.3.2. Fit Summary
3.3.3. Perturbation Plot
3.4. Process Parameter Optimization for RB5 Removal
3.4.1. pH and Adsorbent Dose
3.4.2. pH and Contact Time
3.4.3. pH and Initial RB5 Concentration
3.4.4. Adsorbent Dose and Initial RB5 Concentration
3.4.5. Contact Time and Initial RB5 Concentration
3.5. Kinetic, Equilibrium and Thermodynamic Studies
3.5.1. Adsorption Kinetics
3.5.2. Adsorption Isotherms
3.5.3. Adsorption Thermodynamic Studies
3.6. Reusability of the KFC-Fe3O4 Composite
4. Conclusions
Author Contributions
Data Availability Statement
Acknowledgements
Conflicts of Interest:
References
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| Codes | Variables | Low (- 1) | Center (0) | High (+1) |
| A | pH | 3 | 6 | 9 |
| B | Adsorbent dose (g) | 1.5 | 2.5 | 3.5 |
| C | Contact time (min) | 40 | 60 | 80 |
| D | Initial dye concentration (mg/L) | 30 | 70 | 100 |
| Run | A: pH | B: Adsorbent dose (g) | C: Time (min) | D: Initial RB5 concentration (mg/l) | RB5 Removal (%) | Predicted RB5 Removal (%) |
| 1 | 6 | 3.5 | 30 | 70 | 92.97 | 92.81 |
| 2 | 3 | 3.5 | 60 | 70 | 92.13 | 92.01 |
| 3 | 6 | 1.5 | 60 | 40 | 86.12 | 85.95 |
| 4 | 9 | 2.5 | 30 | 70 | 64.26 | 64.31 |
| 5 | 6 | 2.5 | 60 | 70 | 98.56 | 98.28 |
| 6 | 6 | 3.5 | 90 | 70 | 93.56 | 93.35 |
| 7 | 6 | 2.5 | 90 | 100 | 94.58 | 94.74 |
| 8 | 6 | 1.5 | 90 | 70 | 90.82 | 90.90 |
| 9 | 3 | 1.5 | 60 | 70 | 87.58 | 87.50 |
| 10 | 9 | 2.5 | 60 | 100 | 65.89 | 65.50 |
| 11 | 6 | 1.5 | 30 | 70 | 90.45 | 90.58 |
| 12 | 6 | 2.5 | 60 | 70 | 98.13 | 98.28 |
| 13 | 3 | 2.5 | 60 | 40 | 92.64 | 92.94 |
| 14 | 9 | 1.5 | 60 | 70 | 62.31 | 62.57 |
| 15 | 3 | 2.5 | 30 | 70 | 94.12 | 93.96 |
| 16 | 6 | 2.5 | 30 | 40 | 94.68 | 94.66 |
| 17 | 6 | 1.5 | 60 | 100 | 92.85 | 92.64 |
| 18 | 9 | 2.5 | 90 | 70 | 67.19 | 67.29 |
| 19 | 6 | 3.5 | 60 | 40 | 95.17 | 95.33 |
| 20 | 3 | 2.5 | 60 | 100 | 89.82 | 89.98 |
| 21 | 9 | 2.5 | 60 | 40 | 63.47 | 63.23 |
| 22 | 6 | 2.5 | 60 | 70 | 98.24 | 98.28 |
| 23 | 3 | 2.5 | 90 | 70 | 91.94 | 91.84 |
| 24 | 6 | 2.5 | 30 | 100 | 91.97 | 92.14 |
| 25 | 6 | 2.5 | 90 | 40 | 92.94 | 92.91 |
| 26 | 6 | 2.5 | 60 | 70 | 97.85 | 98.28 |
| 27 | 9 | 3.5 | 60 | 70 | 62.52 | 62.74 |
| 28 | 6 | 3.5 | 60 | 100 | 87.84 | 87.95 |
| 29 | 6 | 2.5 | 60 | 70 | 98.64 | 98.28 |
| Source | Sum of Squares | df | Mean Square | F-value | p-value | |
| Model | 4277.79 | 14 | 305.56 | 3593.69 | < 0.0001 | significant |
| A-pH | 2202.96 | 1 | 2202.96 | 25909.29 | < 0.0001 | |
| B-Adsorbent dose | 16.47 | 1 | 16.47 | 193.75 | < 0.0001 | |
| C-Time | 0.5547 | 1 | 0.5547 | 6.52 | 0.0229 | |
| D-Initial RB5 concentration | 0.3571 | 1 | 0.3571 | 4.20 | 0.0597 | |
| AB | 4.71 | 1 | 4.71 | 55.38 | < 0.0001 | |
| AC | 6.53 | 1 | 6.53 | 76.78 | < 0.0001 | |
| AD | 6.86 | 1 | 6.86 | 80.73 | < 0.0001 | |
| BC | 0.0121 | 1 | 0.0121 | 0.1423 | 0.7117 | |
| BD | 49.42 | 1 | 49.42 | 581.25 | < 0.0001 | |
| CD | 4.73 | 1 | 4.73 | 55.64 | < 0.0001 | |
| A² | 1945.25 | 1 | 1945.25 | 22878.36 | < 0.0001 | |
| B² | 147.04 | 1 | 147.04 | 1729.36 | < 0.0001 | |
| C² | 16.94 | 1 | 16.94 | 199.26 | < 0.0001 | |
| D² | 60.54 | 1 | 60.54 | 711.96 | < 0.0001 | |
| Residual | 1.19 | 14 | 0.0850 | |||
| Lack of Fit | 0.7734 | 10 | 0.0773 | 0.7421 | 0.6814 | not significant |
| Pure Error | 0.4169 | 4 | 0.1042 | |||
| Cor Total | 4278.98 | 28 |
| Source | Sum of Squares | df | Mean Square | F-value | p-value | |
| Mean vs Total | 2.206E+05 | 1 | 2.206E+05 | |||
| Linear vs Mean | 2220.34 | 4 | 555.09 | 6.47 | 0.0011 | |
| 2FI vs Linear | 72.26 | 6 | 12.04 | 0.1091 | 0.9942 | |
| Quadratic vs 2FI | 1985.18 | 4 | 496.29 | 5836.99 | < 0.0001 | Suggested |
| Cubic vs Quadratic | 0.7129 | 8 | 0.0891 | 1.12 | 0.4580 | Aliased |
| Residual | 0.4775 | 6 | 0.0796 | |||
| Total | 2.249E+05 | 29 | 7754.04 | |||
| Model summary statistics | ||||||
| Source | Std. Dev. | R² | Adjusted R² | Predicted R² | PRESS | |
| Linear | 9.26 | 0.5189 | 0.4387 | 0.3169 | 2922.87 | |
| 2FI | 10.50 | 0.5358 | 0.2779 | -0.2191 | 5216.64 | |
| Quadratic | 0.2916 | 0.9997 | 0.9994 | 0.9988 | 5.11 | Suggested |
| Cubic | 0.2821 | 0.9999 | 0.9995 | 0.9978 | 9.37 | Aliased |
| Order of reaction | Parameters | CKFC-Fe3O4 Composite | RKFC |
| qe, exp (mg/gm) | 23.53 | 9.20 | |
| Pseudo-first-order | qe, cal (mg/g) | 0.51 | 0.85 |
| k1 (min-1) | -7.60×10-4 | -9.75×10-4 | |
| R2 | 0.5448 | 0.6205 | |
| Pseudo-second-order | qe, cal (mg/g) | 23.60 | 9.32 |
| k2 (g mg-1min-1) | 0.32 | 0.17 | |
| R2 | 0.9999 | 0.9996 |
| Type of isotherm | Parameters | RKFC | CKFC-Fe3O4 Composite |
| Langmuir | qmax (mg/g) | 60.04 | 92.84 |
| KL (L/mg) | 0.0147 | 0.0283 | |
| RL | 0.5748 | 0.4138 | |
| R2 | 0.9996 | 0.9998 | |
| Freundlich | Kf | 2.37 | 4.45 |
| 1/n | 0.5864 | 0.5300 | |
| R2 | 0.9167 | 0.9250 |
| Adsorbents | Dye | qmax (mg/g) | References |
| Residue from the aluminum industry | RB5 | 0.98 | [8] |
| NaOH-treated activated sludge | RB5 | 118.2 | [2] |
| Beneficiated Kaolin | BY 28 | 1.896 | [50] |
| Natural untreated clay | BY 28 | 76.92 | [20] |
| KFC-Fe3O4 Composite | RB5 | 92.84 | This Study |
| Adsorbent | Temp(K) | KL | ΔGo(KJmol-1) | ΔHo(KJmol-1) | ΔSo(KJmol-1) | R2 |
| KFC-Fe3O4Composite | 298 | 2.205 | -1.95908 | 6.4524 | 28.2632 | 0.9942 |
| 308 | 2.429 | -2.27258 | ||||
| 328 | 2.804 | -2.81166 |
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