| Literature DB >> 24459451 |
Huaili Zheng1, Yongjun Sun1, Xiaomin Tang1, Mingzhuo Tan2, Jiangya Ma1, Wei Chen1, Yong Liao1.
Abstract
P(AM-DAC-BA) was synthesized through copolymerization of acrylamide (AM), acryloyloxyethyl trimethyl ammonium chloride (DAC), and butylacrylate (BA) under ultraviolet (UV) initiation using response surface methodology (RSM). The influences of light intensity, illumination time, and photoinitiator concentration on the intrinsic viscosity [η] of P(AM-DAC-BA) were investigated. RSM model based on the influencing data was established for optimizing synthetic conditions. It was found that, at light intensity 1491.67 μ w·cm(-2), illumination time 117.89 min, and photoinitiator concentration 0.60‰, there was a better material performance achieved. Thus P(AM-DAC-BA) prepared under the above conditions showed excellent dewatering performance that, with 40 mg·L(-1) P(AM-DAC-BA) at pH 7, the residual turbidity of supernatant and the dry solid content were up to 38 NTU, 28.5%, respectively.Entities:
Year: 2013 PMID: 24459451 PMCID: PMC3886616 DOI: 10.1155/2013/937937
Source DB: PubMed Journal: ScientificWorldJournal ISSN: 1537-744X
3-Factor Box-Behnken design and the value of response function ([η]).
| Run order | Coded variables | Intrinsic viscosity [ | |||
|---|---|---|---|---|---|
|
|
|
| Actual value | Predicted value | |
| 1 | 0 | 0 | 0 | 1.85 | 1.86 |
| 2 | +1 | 0 | 1 | 1.93 | 1.86 |
| 3 | −1 | 0 | 1 | 1.45 | 1.35 |
| 4 | 0 | −1 | 1 | 1.36 | 1.42 |
| 5 | +1 | +1 | 0 | 2.03 | 2.00 |
| 6 | −1 | +1 | 0 | 1.64 | 1.63 |
| 7 | +1 | 0 | −1 | 0.81 | 0.90 |
| 8 | 0 | 0 | 0 | 1.85 | 1.86 |
| 9 | 0 | −1 | −1 | 0.71 | 0.61 |
| 10 | −1 | 0 | −1 | 0.90 | 0.96 |
| 11 | 0 | +1 | 1 | 1.95 | 2.04 |
| 12 | −1 | −1 | 0 | 1.00 | 1.02 |
| 13 | 0 | 0 | 0 | 1.80 | 1.86 |
| 14 | 0 | +1 | −1 | 1.57 | 1.86 |
| 15 | 0 | 0 | 0 | 1.85 | 1.86 |
| 16 | +1 | −1 | 0 | 1.09 | 1.09 |
| 17 | 0 | 0 | 0 | 1.95 | 1.86 |
Experimental ranges and levels of the independent test variables.
| Variables | Ranges and levels | ||
|---|---|---|---|
| −1 | 0 | +1 | |
| Incident light intensity ( | 700 | 1200 | 1700 |
| Illumination time (min) ( | 40 | 80 | 120 |
| Photoinitiator concentration (wt.‰) ( | 0.25 | 0.50 | 0.75 |
ANOVA results for response parameters.
| Source | Sum of squares | Degree of freedom | Mean square |
|
|
|---|---|---|---|---|---|
| Regression | 3.18 | 9 | 0.35 | 37.33 | <0.0001 |
|
| 0.095 | 1 | 0.095 | 9.99 | 0.0159 |
|
| 1.15 | 1 | 1.15 | 121.12 | <0.0001 |
|
| 0.91 | 1 | 0.91 | 96.17 | <0.0001 |
|
| 0.022 | 1 | 0.022 | 2.37 | 0.1672 |
|
| 0.081 | 1 | 0.081 | 8.57 | 0.0221 |
|
| 0.018 | 1 | 0.018 | 1.92 | 0.2080 |
|
| 0.31 | 1 | 0.31 | 33.00 | 0.0007 |
|
| 0.092 | 1 | 0.092 | 9.67 | 0.0171 |
|
| 0.42 | 1 | 0.42 | 44.09 | 0.0003 |
| Residual | 0.066 | 7 | 0.009475 | ||
| Lack of fit | 0.054 | 3 | 0.018 | 6.04 | 0.0575 |
| Pure error | 0.012 | 4 | 0.003 | ||
|
| |||||
| Total |
|
| |||
|
| 0.9796 | ||||
|
| 0.9534 | ||||
Figure 1Mutual effect of photoinitiator concentration, incident light intensity, and illumination time on intrinsic viscosity [η].
Measured and calculated values for confirmation experiments.
| Run | Photoinitiator concentration (wt.‰) |
Incident light intensity ( | Illumination time (min) | [ | |
|---|---|---|---|---|---|
| Measured | Calculated | ||||
| 18 | 0.66 | 1422.2 | 102.2 | 2.15 ± 0.1 | 2.10 |
| 19 | 0.51 | 1407.5 | 101.7 | 1.99 ± 0.1 | 2.10 |
| 20 | 0.62 | 1285.8 | 88.3 | 1.89 ± 0.07 | 2.00 |
Figure 2FTIR spectrum of P(AM-DMDAAC-BA).
Figure 3Effect of dosage on sludge dewatering performance.
Figure 4Effect of pH on sludge dewatering performance.
Comparison of dewatering performance between P(AM-DAC-BA) and CPAM.
| DS (%) | pH | |||
|---|---|---|---|---|
| Flocculant | Dosage (mg/L) | 4 | 7 | 11 |
| P(AM-DAC-BA) | 40 | 16.5 | 28.4 | 12.5 |
| CPAM | 13.2 | 26.5 | 8.1 | |