| Literature DB >> 27188258 |
Fei Xu1, Xu Liu1, Yijiao Chen1, Ke Zhang1, Heng Xu1.
Abstract
A self-assembled modified Pleurotus Cornucopiae material (SMPM) combined with improved Intermittent Bubbling Fluidized Bed (Entities:
Year: 2016 PMID: 27188258 PMCID: PMC4870617 DOI: 10.1038/srep26201
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Diagram of Intermittent Bubbling Fluidized Bed (IBFB).
1- adsorbent inlet, 2- reactor, 3- adsorbent, 4- effluent, 5-gas distribution plate and adsorbent barrier, 6- air inlet, 7- treatment solution input, 8- separator.
Controllable and noise factors of Taguchi method.
| Level | |||||
|---|---|---|---|---|---|
| Factor | Description | 1 | 2 | 3 | |
| Controllable factors | A | Dose (g) | 0.5 | 1 | 5 |
| B | Treatment time (h) | 2 | 4 | 6 | |
| C | Concentration of modifier (%) | 0.5 | 1 | 2 | |
| D | Particle diameter (mm) | 0.3 < d < 0.45 | 0.15 < d < 0.3 | d < 0.15 | |
| Noise Factors | 1 | Concentration of adsorbate (mg/L) | 100 | 500 | |
| 2 | pH of the adsorbate | 2 | 5 | ||
| 3 | Temperature (°C) | 10 | 30 | ||
The result of the Taguchi method.
| Tests | Noises factors | S/N | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Factors | − − + | − + − | + − − | + + + | |||||||||
| A | B | C | D | R% | |||||||||
| 1 | A1 | B1 | C1 | D1 | 5.72 | 11.89 | 33.04 | 32.58 | 22.32 | 25.19 | 9.02 | 11.84 | 22.08 |
| 2 | A1 | B2 | C2 | D2 | 1.44 | 5.17 | 31.79 | 26.89 | 10.91 | 13.14 | 7.92 | 6.19 | 15.24 |
| 3 | A1 | B3 | C3 | D3 | 7.42 | 13.45 | 27.48 | 21.71 | 18.02 | 12.82 | 1.3 | 3.21 | 12.76 |
| 4 | A2 | B1 | C2 | D3 | 18.8 | 15.4 | 39.3 | 38.09 | 10.02 | 28.97 | 8.64 | 12.6 | 24.09 |
| 5 | A2 | B2 | C3 | D1 | 16.95 | 19.15 | 63.16 | 59.74 | 43.78 | 41.11 | 15.14 | 23.15 | 27.81 |
| 6 | A2 | B3 | C1 | D2 | 9.51 | 11.77 | 49.32 | 45.66 | 33.91 | 28.07 | 12.43 | 12.28 | 23.75 |
| 7 | A3 | B1 | C3 | D2 | 19.75 | 24.64 | 27.65 | 28.59 | 55.04 | 52.21 | 7.69 | 17.03 | 25.94 |
| 8 | A3 | B2 | C1 | D3 | 19.51 | 19.91 | 55.74 | 63.97 | 46.46 | 36.84 | 18.01 | 20.16 | 28.11 |
| 9 | A3 | B3 | C2 | D1 | 49.36 | 47.75 | 88.7 | 87.74 | 77.86 | 75.98 | 51.16 | 50.86 | 35.58 |
− represents level 1 for noise factors, +represents level 2 for noise factors.
S/N ratio for each factor in each level.
| Factor/level | [ | |||
|---|---|---|---|---|
| j = 1 | j = 2 | j = 3 | ||
| A1 | 22.08 | 15.24 | 12.76 | 16.69 |
| A2 | 24.09 | 27.81 | 23.75 | 25.22 |
| A3 | 25.94 | 28.11 | 35.58 | 29.88 |
| B1 | 22.08 | 24.09 | 25.94 | 24.04 |
| B2 | 15.24 | 27.81 | 28.11 | 23.72 |
| B3 | 12.76 | 23.75 | 35.58 | 24.03 |
| C1 | 22.08 | 23.75 | 28.11 | 24.65 |
| C2 | 15.24 | 24.09 | 35.58 | 24.97 |
| C3 | 12.76 | 27.81 | 25.94 | 22.17 |
| D1 | 22.08 | 27.81 | 35.58 | 28.49 |
| D2 | 15.24 | 23.75 | 25.94 | 21.64 |
| D3 | 12.76 | 24.09 | 28.11 | 21.66 |
Figure 2The effect of all controllable factors on S/N ratio in the removal of Cr(VI).
Figure 3The verification tests running under optimum conditions, at room temperature.
The initial concentrations of Cr(VI) were 100 mg/l and 500 mg/l, the pH were 3.96 and 3.57, respectively.
Figure 4(a)SEM images of RSMPM, (b) SMPM assembled by particles with diameter at 0.30 mm < d < 0.45 mm, (c) SMPM assembled by particles with diameter at 0.15 mm < d < 0.30 mm and (d) SMPM assembled by particles with diameter at d < 0.15 mm.
Contribution ratio of each factor.
| Factor | DOFF | SSF | SST | VE | |
|---|---|---|---|---|---|
| Dose; A | 2 | 9749.564 | 29.582 | 31420.366 | 227.454 |
| Treatment time; B | 2 | 1679.934 | 3.899 | ||
| Concentration of modifier; C | 2 | 875.011 | 1.337 | ||
| Particle diameter; D | 2 | 4786.229 | 13.785 |
The average of removal efficiency results of a certain factor in the kth level ( , , , ) and the average of total removal efficiency ( ).
| Level | |||||
|---|---|---|---|---|---|
| 1 | 15.019 | 23.168 | 26.465 | 40.133 | 28.611 |
| 2 | 27.373 | 27.760 | 33.528 | 22.458 | |
| 3 | 43.442 | 34.907 | 25.841 | 23.243 |
Langmuir and Freundlich isotherm model parameter for Cr (VI) biosorption on SMPM.
| Langmuir | Freundlich | ||||
|---|---|---|---|---|---|
| b (l/mg) | R2 | n (l/mg) | R2 | ||
| 34.483 | 0.008324 | 0.9811 | 0.211 | 1.306 | 0.9991 |
Thermodynamic parameters of Cr biosorption on SMPM.
| Biosorbent | Δ | Δ | Δ | ||
|---|---|---|---|---|---|
| 283.15 K | 293.15 K | 303.15 K | |||
| SMPM | 17.532 | 0.0693 | −1.94 | −3.08 | −3.33 |
Figure 5(a) EDX spectrum of SMPM and (b) SMPM + Cr.
Figure 6FTIR spectra of raw Pleurotus cornucopiae material (RPM), self-assembled modified Pleurotus cornucopiae material (SMPM) and after adsorption of Cr on SMPM (SMPM+Cr).