| Literature DB >> 31927731 |
Sabolc Pap1,2, Caroline Kirk3, Barbara Bremner4, Maja Turk Sekulic5, Stuart W Gibb4, Snezana Maletic6, Mark A Taggart4.
Abstract
Here, Box-Behnken design (BBD) approaches were utilised to opn>timise synthesis methodology for the chitosan-calcite rich adsorbent (CCM) made from fishery-food waste material (crab carapace), using low-temperature activation and potassium hydroxide (KOH). The effect of activation temperature, activation time and impregnation ratio was studied. The final adsorbent material was evaluated for its phosphorus (P) removal efficiency from liquid phase. Results showed that impregnation ratio was the most significant individual factor as this acted to increase surface deacetylation of the chitin (to chitosan) and increased the number of amine groups (-NH2) in the chitosan chain. P removal efficiency approached 75.89% (at initial P concentration of 20 mg/L) under optimised experimental conditions, i.e. where the impregnation ratio for KOH:carapace (g/g) was 1:1, the activation temperature was 105 °C and the activation time was 150 min. Predicted responses were in good agreement with the experimental data. Additionally, the pristine and CCM material were further analysed using scanning electron microscopy with energy dispersive X-ray spectroscopy (SEM/EDX), Brunauer-Emmett-Teller technique (BET), X-ray diffraction (XRD), Fourier transform infrared spectroscopy (FTIR) and thermal gravimetric analysis (TGA). Characterisation showed enhancements in surface chemistry (introducing positively charged amine groups), textural properties and thermal stability of the CCM.Entities:
Keywords: Adsorption; Circular economy; Deacetylation; Nutrient recovery; Waste management; Wastewater treatment
Mesh:
Substances:
Year: 2020 PMID: 31927731 PMCID: PMC7089908 DOI: 10.1007/s11356-019-07570-0
Source DB: PubMed Journal: Environ Sci Pollut Res Int ISSN: 0944-1344 Impact factor: 4.223
Process parameters and their coded levels used for the BBD
| Variables/parameters | Code | Units | Coded variable levels | ||
|---|---|---|---|---|---|
| − 1 | 0 | + 1 | |||
| IR | g/g | 0.10 | 0.55 | 1.00 | |
| Activation time | min | 30 | 105 | 180 | |
| Activation temperature | °C | 80 | 290 | 500 | |
Fig. 1P removal efficiency of raw material and with different treatments used during the initial experiments (Note: thermal activation by heating at 600 °C for 2 h; chemical treatment with HCl (1 M); and chemical treatment with KOH (1 M); adsorbent dose: 200 mg, rotation speed: 150 rpm, contact time: 120 min, temperature 22 ± 1 °C and initial P concentrations of 20 mg/L)
Experimental design matrix and dependent variables attributed to the factors used for the BBD
| Run no. | IR (g/g) | Activation time (min) | Activation temperature (°C) | Removal efficiency (%) | ||||
|---|---|---|---|---|---|---|---|---|
| Coded | Actual | Coded | Actual | Coded | Actual | Observed | Predicted | |
| 1 | − 1 | 0.10 | − 1 | 105 | 0 | 80 | 30.75 | 35.53 |
| 2 | 1 | 1.00 | − 1 | 105 | 0 | 80 | 73.00 | 70.78 |
| 3 | − 1 | 0.10 | 1 | 105 | 0 | 500 | 18.50 | 20.72 |
| 4 | 1 | 1.00 | 1 | 105 | 0 | 500 | 91.50 | 86.72 |
| 5 | − 1 | 0.10 | 0 | 30 | − 1 | 290 | 35.50 | 32.41 |
| 6 | 1 | 1.00 | 0 | 30 | − 1 | 290 | 81.50 | 85.41 |
| 7 | − 1 | 0.10 | 0 | 180 | 1 | 290 | 43.50 | 39.59 |
| 8 | 1 | 1.00 | 0 | 180 | 1 | 290 | 84.75 | 87.84 |
| 9 | 0 | 0.55 | − 1 | 30 | − 1 | 80 | 24.50 | 22.81 |
| 10 | 0 | 0.55 | 1 | 30 | − 1 | 500 | 31.00 | 31.87 |
| 11 | 0 | 0.55 | − 1 | 180 | 1 | 80 | 37.00 | 36.12 |
| 12 | 0 | 0.55 | 1 | 180 | 1 | 500 | 26.50 | 28.19 |
| 13 | 0 | 0.55 | 0 | 105 | 0 | 290 | 47.50 | 46.10 |
| 14 | 0 | 0.55 | 0 | 105 | 0 | 290 | 42.00 | 46.10 |
| 15 | 0 | 0.55 | 0 | 105 | 0 | 290 | 47.50 | 46.10 |
| 16 | 0 | 0.55 | 0 | 105 | 0 | 290 | 48.50 | 46.10 |
| 17 | 0 | 0.55 | 0 | 105 | 0 | 290 | 45.00 | 46.10 |
ANOVA results for the response surface quadratic model for P removal efficiency
| Source | Sum of squares | Degree of freedom | Mean square | ||
|---|---|---|---|---|---|
| Model | 7661.16 | 9 | 851.24 | 42.52 | 0.000s |
| 5125.78 | 1 | 5125.78 | 256.01 | 0.000s | |
| 0.63 | 1 | 0.63 | 0.03 | 0.864n | |
| 46.32 | 1 | 46.32 | 2.31 | 0.172n | |
| 1592.85 | 1 | 1592.85 | 79.56 | 0.000s | |
| 617.74 | 1 | 617.74 | 30.85 | 0.001s | |
| 75.61 | 1 | 75.61 | 3.78 | 0.093n | |
| 236.39 | 1 | 236.39 | 11.81 | 0.011s | |
| 5.64 | 1 | 5.64 | 0.28 | 0.612n | |
| 72.25 | 1 | 72.25 | 3.61 | 0.099n | |
| Residual | 140.15 | 7 | 20.02 | – | – |
| Lack of fit | 112.45 | 3 | 37.48 | 5.41 | 0.068 |
| Pure error | 27.70 | 4 | 6.93 | – | – |
| Cor total | 7801.32 | 16 | – | – | – |
sSignificant at p < 0.05
nNot significant at p > 0.05
Fig. 2Contour and three-dimensional response surface plots regarding the effect of IR and activation time (a and b), IR and activation temperature (c and d) and activation temperature and activation time (e and f) on phosphorus adsorption
Fig. 3SEM micrographs of a–b pristine crab carapace (bar lengths 10 μm and 3.33 μm; magnification × 1000 and × 3000) and c–d optimised CCM adsorbent (bar lengths 14.3 μm and 10 μm; magnification × 700 and × 1000) and SEM micrographs with EDX spectra for pristine crab carapace (e–f) and the optimised CCM adsorbent (g–h) (Note: experimental conditions were impregnation ratio for KOH:carapace (g/g) 1:1; activation temperature 105 °C; activation time 150 min)
Fig. 4Nitrogen adsorption/desorption isotherms and BET data of raw crab carapace and the CCM adsorbent after optimisation (a), XRPD patterns of raw crab carapace and the optimised CCM adsorbent (Note: * reflections associated with calcite) (b) and FTIR spectra of raw crab carapace and the optimised CCM adsorbent (experimental conditions: impregnation ratio for KOH:carapace (g/g) 1:1; activation temperature 105 °C; activation time 150 min)
Fig. 5TGA curves of raw crab carapace (a) and optimised CCM (b) adsorbent in nitrogen atmosphere (Note: experimental conditions—impregnation ratio for KOH:carapace (g/g) 1:1; activation temperature 105 °C; activation time 150 min)