Synergistic CO2 Mineralization and Performance Optimization of FA-CS-PG Ternary Solid Waste System
Abstract
1. Introduction
2. Materials and Methods
2.1. Experimental Raw Materials and Chemical Composition
2.2. Experimental Design
2.3. Testing and Characterization Methods
2.3.1. Phase Analysis
2.3.2. Microstructure Characterization
2.3.3. Evaluation of Physical and Mechanical Properties
2.4. Statistical Analysis and Modeling
3. Experimental Results
3.1. Statistical Modeling and Optimization of Process Parameters
3.1.1. Model Development and Analysis of Variance
3.1.2. Response Surface Analysis
3.1.3. Model Verification and Multi-Response Optimization
3.2. Effects of Various Factors on Compressive Strength and Mineralization Efficiency
3.3. Evolution of Phase Composition
3.4. Molecular Structure Evolution: FT-IR
3.5. X-CT
3.6. Microstructure and Morphology: SEM-EDS Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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| Materials | CaO | SiO2 | Al2O3 | Fe2O3 | MgO | SO3 | TiO2 | MnO2 |
|---|---|---|---|---|---|---|---|---|
| FA | 2.03 | 59.61 | 28.85 | 3.82 | 1.02 | 0.16 | 1.77 | 0.06 |
| CS | 95.88 | 0.51 | 0.938 | 0.06 | 0.34 | 0.30 | 0.03 | 0.07 |
| PG | 54.89 | 1.42 | 0.32 | 1.39 | 0.71 | 38.64 | 0.30 | 0.09 |
| Independent Variable Factor | Level: −1 | Level: 0 | Level: 1 |
|---|---|---|---|
| A, Carbide slag content | 20% | 30% | 40% |
| B, Phosphogypsum content | 20% | 30% | 40% |
| C, w/s | 0.4 | 0.5 | 0.6 |
| D, Alkali activators content | 20% | 30% | 40% |
| A: Carbide Slag Content (%) | B: Phosphogypsum Content (%) | C: W/S | D: Alkali Activator Content (%) | Compressive Strength (Mpa) | Mineralization Efficiency (%) | |
|---|---|---|---|---|---|---|
| sample 1 | 20 | 20 | 0.5 | 30 | 1.3 | 11.23 |
| sample 2 | 40 | 20 | 0.5 | 30 | 1.9 | 14.83 |
| sample 3 | 20 | 40 | 0.5 | 30 | 1.5 | 10.53 |
| sample 4 | 40 | 40 | 0.5 | 30 | 2.6 | 13.51 |
| sample 5 | 30 | 30 | 0.4 | 20 | 2.8 | 10.86 |
| sample 6 | 30 | 30 | 0.6 | 20 | 1.2 | 12.64 |
| sample 7 | 30 | 30 | 0.4 | 40 | 2.6 | 9.09 |
| sample 8 | 30 | 30 | 0.6 | 40 | 0.4 | 10.54 |
| sample 9 | 20 | 30 | 0.5 | 20 | 1.7 | 9.05 |
| sample 10 | 40 | 30 | 0.5 | 20 | 2.7 | 14.45 |
| sample 11 | 20 | 30 | 0.5 | 40 | 1.6 | 9.64 |
| sample 12 | 40 | 30 | 0.5 | 40 | 1.3 | 10.71 |
| sample 13 | 30 | 20 | 0.4 | 30 | 1.4 | 13.84 |
| sample 14 | 30 | 40 | 0.4 | 30 | 2.5 | 12.63 |
| sample 15 | 30 | 20 | 0.6 | 30 | 0.4 | 14.58 |
| sample 16 | 30 | 40 | 0.6 | 30 | 0.8 | 13.57 |
| sample 17 | 20 | 30 | 0.4 | 30 | 1.9 | 9.77 |
| sample 18 | 40 | 30 | 0.4 | 30 | 2.9 | 13.63 |
| sample 19 | 20 | 30 | 0.6 | 30 | 0.3 | 11.37 |
| sample 20 | 40 | 30 | 0.6 | 30 | 1.2 | 13.79 |
| sample 21 | 30 | 20 | 0.5 | 20 | 1.8 | 13.44 |
| sample 22 | 30 | 40 | 0.5 | 20 | 2.4 | 12.81 |
| sample 23 | 30 | 20 | 0.5 | 40 | 1 | 13.21 |
| sample 24 | 30 | 40 | 0.5 | 40 | 1.3 | 10.61 |
| sample 25 | 30 | 30 | 0.5 | 30 | 3.2 | 15.67 |
| sample 26 | 30 | 30 | 0.5 | 30 | 3.3 | 15.29 |
| sample 27 | 30 | 30 | 0.5 | 30 | 3.1 | 15.91 |
| sample 28 | 30 | 30 | 0.5 | 30 | 3.4 | 15.43 |
| sample 29 | 30 | 30 | 0.5 | 30 | 3.2 | 15.74 |
| Response | Compressive Strength | Mineralization Efficiency | ||
|---|---|---|---|---|
| F-Value | p-Value | F-Value | p-Value | |
| Model | 28.40 | <0.0001 | 37.31 | <0.0001 |
| A | 24.77 | 0.0002 | 125.13 | <0.0001 |
| B | 14.59 | 0.0019 | 18.69 | 0.0007 |
| C | 128.67 | <0.0001 | 14.90 | 0.0017 |
| D | 25.94 | 0.0002 | 29.91 | <0.0001 |
| AB | 1.00 | 0.3332 | 0.3862 | 0.5443 |
| AC | 0.0402 | 0.8440 | 2.08 | 0.1709 |
| AD | 6.79 | 0.0207 | 18.84 | 0.0007 |
| BC | 1.97 | 0.1823 | 0.0402 | 0.8440 |
| BD | 0.3617 | 0.5572 | 3.90 | 0.0684 |
| CD | 1.45 | 0.2490 | 0.1094 | 0.7457 |
| A2 | 48.69 | <0.0001 | 122.67 | <0.0001 |
| B2 | 90.84 | <0.0001 | 10.49 | 0.0059 |
| C2 | 103.41 | <0.0001 | 74.83 | <0.0001 |
| D2 | 50.49 | <0.0001 | 212.00 | <0.0001 |
| Lack of Fit | 0.1446 | 0.0691 | ||
| Group | R2 | Adj R2 | Pred R2 | C.V./% | Adeq Precision |
|---|---|---|---|---|---|
| Model YC | 0.9660 | 0.9320 | 0.8250 | 12.92 | 16.8646 |
| Model YM | 0.9739 | 0.9478 | 0.8579 | 3.92 | 19.3082 |
| A | B | C | D | |
|---|---|---|---|---|
| Optimal ratio | 34% | 30% | 0.48 | 27% |
| Performance | Compressive strength (Mpa) | Mineralization efficiency (%) | ||
| Model | 3.62 | 16.11 | ||
| Experiment | 3.47 | 15.81 | ||
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Zhang, J.; Wang, Q.; Cheng, Z.; Wang, L. Synergistic CO2 Mineralization and Performance Optimization of FA-CS-PG Ternary Solid Waste System. Materials 2026, 19, 2145. https://doi.org/10.3390/ma19102145
Zhang J, Wang Q, Cheng Z, Wang L. Synergistic CO2 Mineralization and Performance Optimization of FA-CS-PG Ternary Solid Waste System. Materials. 2026; 19(10):2145. https://doi.org/10.3390/ma19102145
Chicago/Turabian StyleZhang, Jiayao, Qingping Wang, Zhiwei Cheng, and Luyao Wang. 2026. "Synergistic CO2 Mineralization and Performance Optimization of FA-CS-PG Ternary Solid Waste System" Materials 19, no. 10: 2145. https://doi.org/10.3390/ma19102145
APA StyleZhang, J., Wang, Q., Cheng, Z., & Wang, L. (2026). Synergistic CO2 Mineralization and Performance Optimization of FA-CS-PG Ternary Solid Waste System. Materials, 19(10), 2145. https://doi.org/10.3390/ma19102145
