| Literature DB >> 30728999 |
Mostafa Karimaei1, Babak Shokri2,3, Mohammad Reza Khani2, Kamyar Yaghmaeian1,4, Alireza Mesdaghinia1, Ramin Nabizadeh1, Amir Hossein Mahvi1,5, Shahrokh Nazmara1.
Abstract
PURPOSE: The aim of this study is evaluation of the perchloroethylene degradation from aqueous solutions by non-thermal plasma produced in dielectric barrier discharge reactor in two different scenarios: first plasma generated with 225 cc/min mixture of oxygen and argon flow (12% gas ratio of O2/Ar), and in the second scenario plasma generated with 225 cc/min of pure argon gas.Entities:
Keywords: Dielectric barrier discharge; Non thermal plasma; PCE
Year: 2018 PMID: 30728999 PMCID: PMC6277337 DOI: 10.1007/s40201-018-0316-4
Source DB: PubMed Journal: J Environ Health Sci Eng
Fig. 1Schematic of the experimental setup used for PCE degradation
Fig. 2The voltage diagram illustrated by the oscilloscope
Fig. 3Electrical current diagram depicted by the oscilloscope
The results of the proposed tests of the R software for the decomposition of PCE by a non-thermal plasma DBD reactor in first scenario (12% ratio gas of O2/Ar)
| Run | PCE | Voltage | Time | Removal | Predicted | Run | PCE | Voltage | Time | Removal | Predicted |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 52 | 12 | 97 | 33 | 38.3 | 16 | 52 | 12 | 15 | 45.62 | 46.6 |
| 2 | 52 | 12 | 97 | 40.2 | 38.3 | 17 | 52 | 12 | 97 | 42.4 | 38.3 |
| 3 | 77 | 8 | 55 | 12 | 8.6 | 18 | 52 | 12 | 97 | 39.4 | 38.3 |
| 4 | 77 | 16 | 140 | 73 | 70.1 | 19 | 52 | 20 | 97 | 75 | 75.8 |
| 5 | 77 | 8 | 140 | 29 | 26.7 | 20 | 52 | 12 | 97 | 36.43 | 38.3 |
| 6 | 52 | 12 | 97 | 40.33 | 38.3 | 21 | 52 | 12 | 97 | 39.15 | 38.3 |
| 7 | 77 | 16 | 55 | 49.32 | 46.4 | 22 | 52 | 12 | 97 | 37.89 | 38.3 |
| 8 | 27 | 8 | 55 | 40.34 | 41.4 | 23 | 100 | 12 | 97 | 25 | 30 |
| 9 | 27 | 16 | 55 | 65.24 | 66.3 | 24 | 52 | 12 | 97 | 34.29 | 38.3 |
| 10 | 52 | 12 | 97 | 39.1 | 38.3 | 25 | 52 | 5 | 97 | 10 | 11 |
| 11 | 52 | 12 | 97 | 35 | 38.3 | 26 | 5 | 12 | 97 | 56 | 52.7 |
| 12 | 52 | 12 | 97 | 77/37.31 | 38.3 | 27 | 52 | 12 | 97 | 42.35 | 38.3 |
| 13 | 52 | 12 | 97 | 35 | 38.3 | 28 | 52 | 12 | 97 | 40.7 | 38.3 |
| 14 | 27 | 8 | 140 | 29.42 | 30.5 | 29 | 52 | 12 | 97 | 39.28 | 38.3 |
| 15 | 27 | 16 | 180 | 68 | 38.3 |
Results of regression analysis of tests PCE decomposition
| Model | Estimate | Std.Error | t-value | |
|---|---|---|---|---|
| (Intercept) | 40.46774 | 0.81305 | 49.773 | <2.2E-16 |
| ×1 | 6.86931 | 1.73954 | 3.9489 | 0.000861 |
| ×2 | −10.3601 | 1.62255 | −6.385 | 4.00E-06 |
| ×3 | 32.58792 | 1.58037 | 20.6204 | 1.83E-14 |
| ×1:×2 | 26.79206 | 4.00119 | 6.696 | 2.11E-06 |
| ×1:×3 | 5.12815 | 3.94877 | 1.2987 | 0.209599 |
| ×2:×3 | 11.53108 | 4.15738 | 2.7736 | 0.012098 |
| ×1^2 | 14.38968 | 2.67578 | 5.3777 | 3.44E-05 |
| ×2^2 | 3.10424 | 2.3072 | 1.3455 | 0.194316 |
| ×3^2 | 2.95459 | 2.28318 | 1.2941 | 0.211151 |
Analysis of variance of PCE removal tests
| Model formula | Df | Sum Sq | Mean Sq | F value | Pr(>F) |
|---|---|---|---|---|---|
| FO | 3 | 5422.9 | 1807/64 | 174.03 | 5.4 × 10−14 |
| TWI | 3 | 384.6 | 128.2 | 12.34 | 0.0001 |
| PQ | 3 | 386.5 | 128.83 | 12.4 | 0.0001 |
| Residual | 19 | 197.3 | 10.39 | – | – |
| Lack of Fit | 5 | 76.6 | 19.14 | 2.37 | 0.0983 |
| Pure Error | 15 | 120.8 | 8.05 | – | – |
Multiple R-squared: 0.9691, Adjusted R-squared: 0.9545
The results of the proposed tests by the R software for the PCE removal by a non-thermal plasma DBD reactor with pure argon injection
| Run | PCE | Voltage | Time | Removal | Predicted | Run | PCE | Voltage | Time | Removal | Predicted |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 52 | 12 | 97 | 27.53 | 26.45 | 16 | 52 | 12 | 15 | 30.45 | 31.72 |
| 2 | 52 | 12 | 97 | 23.93 | 26.45 | 17 | 52 | 12 | 97 | 25.75 | 26.45 |
| 3 | 77 | 8 | 55 | 9.35 | 7.46 | 18 | 52 | 12 | 97 | 25.15 | 26.45 |
| 4 | 77 | 16 | 140 | 48.59 | 47.83 | 19 | 52 | 20 | 97 | 52.44 | 52.75 |
| 5 | 77 | 8 | 140 | 21.5 | 19.53 | 20 | 52 | 12 | 97 | 27.12 | 26.45 |
| 6 | 52 | 12 | 97 | 27.05 | 26.45 | 21 | 52 | 12 | 97 | 24.21 | 26.45 |
| 7 | 77 | 16 | 55 | 32.75 | 30.6 | 22 | 52 | 12 | 97 | 27.36 | 26.45 |
| 8 | 27 | 8 | 55 | 29.82 | 29.17 | 23 | 100 | 12 | 97 | 17.45 | 20.24 |
| 9 | 27 | 16 | 55 | 45.07 | 45.79 | 24 | 52 | 12 | 97 | 23.55 | 26.45 |
| 10 | 52 | 12 | 97 | 27.9 | 26.45 | 25 | 52 | 5 | 97 | 8.35 | 9.79 |
| 11 | 52 | 12 | 97 | 24.48 | 26.45 | 26 | 5 | 12 | 97 | 37.43 | 36.11 |
| 12 | 52 | 12 | 97 | 29.41 | 26.45 | 27 | 52 | 12 | 97 | 29.97 | 26.45 |
| 13 | 52 | 12 | 97 | 23.95 | 26.45 | 28 | 52 | 12 | 97 | 26.95 | 26.45 |
| 14 | 27 | 8 | 140 | 20.17 | 20.88 | 29 | 52 | 12 | 97 | 27.81 | 26.45 |
| 15 | 27 | 16 | 180 | 47.92 | 48.22 |
Results of regression analysis of PCE removal experiments by non-thermal plasma (pure argon scenario)
| Model terms | Coefficient | Std.error | t-value | P value |
|---|---|---|---|---|
| (Intercept) | 27.83 | 0.54 | 51.32 | 2.2× 10−16 |
| x1 | 4.89 | 1.16 | 4.21 | 0.0004 |
| x2 | −7.38 | 1.08 | −6.82 | 2.08× 10−14 |
| x3 | 21.57 | 1.05 | 20.47 | 2.066× 10−6 |
| x1:x2 | 18.77 | 2.66 | 7.03 | 1.066× 10−6 |
| x1:x3 | 4.69 | 2.63 | 1.78 | 0.09 |
| x2:x3 | 5.81 | 2.77 | 2.09 | 0.04 |
| x12 | 9.58 | 1.78 | 5.37 | 3.49× 10−5 |
| x22 | 1.81 | 1.53 | 1.17 | 0.25 |
| X 32 | 3.4 | 1.52 | 2.23 | 0.037 |
Results of variance analysis of PCE removal by non-thermal plasma (pure argon scenario)
| Model formula | Df | Sum Sq | Mean Sq | F value | Pr(>F) |
|---|---|---|---|---|---|
| FO | 3 | 42.12.48 | 804.16 | 174.04 | 5.4× 10−14 |
| TWI | 3 | 186.52 | 62.17 | 13.45 | 6.06× 10−5 |
| PQ | 3 | 189.82 | 13.27 | 13.69 | 5.42× 10−5 |
| Residuals | 19 | 87.79 | 4.62 | – | – |
| Lack of fit | 4 | 27.62 | 6.9 | 1.72 | 0.19 |
| Pure error | 15 | 60.17 | 4.01 | – | – |
Multiple R-squared: 0.9695, Adjusted R-squared: 0.955
The optimal values of the plasma parameters in mixture of oxygen and argon scenario
| Distance from central point | X1 | X2 | X3 | Time | PCE concentration | Voltage | Predicted removal |
|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0 | 97.7 | 52.5 | 12.5 | 40.46 |
| 0.1 | 0.021 | −0.025 | 0.094 | 99.43 | 51.31 | 13.2 | 43.93 |
| 0.2 | 0.046 | −0.041 | 0.19 | 101.49 | 50.55 | 13.92 | 47.44 |
| 0.3 | 0.079 | −0.044 | 0.286 | 104.21 | 50.41 | 14.64 | 51 |
| 0.4 | 0.125 | −0.031 | 0.379 | 108.01 | 51.02 | 15.34 | 56.65 |
| 0.5 | .0187 | 0 | 0.464 | 113.12 | 52.5 | 15.98 | 85.45 |
| 0.6 | 0.263 | −0.045 | 0.538 | 119.39 | 54.63 | 16.53 | 62.51 |
| 0.7 | 0.347 | 0.099 | 0.6 | 126.32 | 57.2 | 17 | 66.87 |
| 0.8 | 0.435 | 0.158 | 0.653 | 133.58 | 60 | 17.39 | 71.64 |
| 0.9 | 0.523 | 0.218 | 0.699 | 140.84 | 62.85 | 17.74 | 76.79 |
| 1 | 0.611 | 0.297 | 0.741 | 148.1 | 65.75 | 18.05 | 82.43 |
| 1.1 | 0.698 | 0.339 | 0.779 | 155.28 | 68.60 | 18.34 | 88.47 |
| 1.2 | 0.785 | 0.399 | 0.815 | 162.46 | 71.45 | 18.61 | 95.03 |
| 1.3 | 0.871 | 0.459 | 0.849 | 169.55 | 74.3 | 18.86 | 102.06 |
The optimal values of the plasma parameters pure argon scenario
| Distance from central point | X1 | X2 | X3 | Time | PCE concentration | Voltage | Predicted removal |
|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0 | 97.7 | 52.5 | 12.5 | 27.83 |
| 0.1 | 0.022 | −0.028 | 0.094 | 99.51 | 51.17 | 13.2 | 30.19 |
| 0.2 | 0.048 | −0.046 | 0.189 | 101.66 | 50.31 | 13.91 | 32.58 |
| 0.3 | 0.082 | −0.053 | 0.284 | 104.46 | 49.98 | 14.63 | 35.03 |
| 0.4 | 0.12 | −0.046 | 0.377 | 108.17 | 50.31 | 15.32 | 37.85 |
| 0.5 | 0.18 | −0.023 | 0.464 | 112.96 | 51.40 | 15.98 | 40.24 |
| 0.6 | 0.25 | 0.013 | 0.542 | 118.98 | 53.11 | 16.56 | 43.09 |
| 0.7 | 0.33 | 0.06 | 0.609 | 125.66 | 55.35 | 17.06 | 46.12 |
| 0.8 | 0.42 | 0.114 | 0.668 | 132.76 | 57.91 | 17.51 | 49.44 |
| 0.9 | 0.51 | 0.17 | 0.72 | 140.02 | 60.57 | 17.9 | 53.04 |
| 1 | 0.6 | 0.22 | 0.76 | 147.28 | 63.28 | 18.24 | 56.91 |
| 1.1 | 0.68 | 0.28 | 0.8 | 154.54 | 66.08 | 18.56 | 61.1 |
| 1.2 | 0.77 | 0.34 | 0.848 | 161.8 | 68.84 | 18.86 | 65.65 |
| 1.3 | 0.86 | 0.4 | 0.88 | 168.89 | 71.59 | 19.13 | 70.44 |
| 1.4 | 0.94 | 0.46 | 0.92 | 175.99 | 74.35 | 19.4 | 75.61 |
| 1.5 | 1.03 | 0.51 | 0.95 | 183 | 77.05 | 19.66 | 81.06 |
| 1.6 | 1.11 | 0.57 | 0.98 | 190.01 | 79.81 | 19.91 | 86.88 |
| 1.7 | 1.2 | 0.63 | 1.02 | 197 | 82.52 | 20.15 | 93.06 |
| 1.8 | 1.288 | 0.68 | 1.05 | 203 | 85.22 | 20.39 | 99.51 |
Fig. 4The interaction effect of voltage and contact time on the efficiency of PCE removal in mixture of oxygen and argon scenario (a) and pure argon scenario (b) with constant initial concentration of 52 mg/L PCE
Fig. 5Interaction effect of the initial concentration of PCE and contact time on the removal efficiency of PCE in mixture of oxygen and argon scenario (a) and pure argon scenario (b) at constant voltage of 12.5 kv
Fig. 6Effect of the initial concentration of PCE and voltage on the removal efficiency of PCE in mixture of oxygen and argon scenario (a) and pure argon scenario (b) at the constant contact time of 69.95 s
Different type of Intermediate by products
| Compounds | Molecular weights (g/mol) |
|---|---|
| trichloroacetyl chloride | 181.82 |
| trichloroacetic acid | 163.37 |
| dichloroacetyl chloride | 147.37 |
| dichloroacetic acid | 128.93 |
| chloroacetyl chloride | 112.93 |
| chloroacetic acid | 94.49 |
| oxalic acid | 90.03 |
| acetic acid | 60.05 |
| formic acid | 46.02 |