Open Access Article
Yuewei Zhang†
a,
Tao Huang†a,
Xiao Huang†a,
Muhammad Faheem†a,
Lin Yu†ab,
Binquan Jiao*ab,
Guangzhi Yin*a,
YanChyuan Shiau*c and
Dongwei Li
*a
aState Key Laboratory for Coal Mine Disaster Dynamics and Control, Chongqing University, Chongqing 400044, P. R. China. E-mail: j.binquan@cqu.edu.cn; gzyin@cqu.edu.cn; litonwei@cqu.edu.cn
bCity College of Science and Technology, Chongqing University, Chongqing, 400044, China
cDept. of Construction Management, Chung Hua University, No. 707, Wufu Rd., Sec. 2, Hsinchu 30012, Taiwan. E-mail: ycshiau@chu.edu.tw
First published on 25th May 2017
Fly ash from incinerated municipal solid waste is a source of secondary pollutants (Cu, Zn, Pb and Cd). The inappropriate management of fly ash leads to the contamination of soil and ground water. This paper is based on the electro-kinetic removal of heavy metals from municipal solid waste incinerated fly ash by using a three-dimensional electrode in orthogonal single and multi-factor experiments to obtain the optimal experimental conditions by varying the leaching toxicity removal rate for the heavy metals in the groups. The optimal dimensions (6 × 6 mm) of the particle electrodes to achieve high removal rates for heavy metals are found by using various measurements in single-factor orthogonal experiments. In addition, the multi-factor orthogonal experiment is based on three factors: (a) the particle electrode ratio, (b) the voltage gradient and (c) the repair time, while keeping the optimum specification (6 × 6 mm) for particle electrodes constant. The result showed that a high removal rate for heavy metals was obtained by applying a voltage gradient of 9 V for 5 days (repair time) and a 5% dosing ratio.
In recent years, hundreds of waste incinerator plants have been working or are under construction in China, with a processing capacity of 50
000 tons per day.9,10 The improper disposal and purification of solid residues and flue gas (containing a high content of heavy metals) may cause secondary pollution in the environment.11,12 These secondary pollutants consist predominantly of copper (Cu), zinc (Zn), cadmium (Cd) and lead (Pb). They escape into the environment, causing ground water pollution by infiltration and the runoff of rainfall, and ultimately affect human beings. Therefore, proper disposal of fly ash is necessary to prevent secondary pollution.
Another technology known as electro-kinetic, is used to remove contaminants from soil. This technology is based on electrodes. Metal ions migrate towards the corresponding electrodes, according to their charge to achieve the recovery of metals.13–15 Later, this technology was implemented in fly ash treatment for the removal of heavy metals, and it involves three stages: (1) the electrolysis of water in the sample area results in changing basic solution to acidic; (2) under acidic conditions, heavy metals in fly ash dissolve out; and (3) electro-kinetic technology is used to remove the heavy metals from the sample area.9
The three-dimensional electrode method16 is a new type of electro-chemical treatment technology. The traditional two-dimensional electrolytic cell transforms into a third electrode after filling granular or other fragmental particles. The specific surface area of three-dimensional electrodes is greater than that of two dimensional electrodes. A high specific surface area increases mass the transfer effect and ultimately increases the transfer rate. In addition, three-dimensional electrodes increase the current efficiency and space time yield, and they buffer the sample pH.17–20
The three-dimensional electrode method has mainly been used for waste water treatment worldwide. Zhang Shaofeng et al. studied the current methods for analysing the various factors that influence the removal rate of Pb in low acidic industrial wastewater.21 These results present that the removal rate of heavy metals can reach up to 34% by using three-dimensional electrodes with a stainless steel cathode. Additionally, Hao Xuekui et al. stated that compared to the two directional electrode method, the current method has an enhanced removal rate of copper ions up to 38% in dilute acidic solution because the energy requirement is reduced to 20%.22 Gui fen Lv et al. used carbon air-gel instead of activated carbon (which is conventionally used) as a particle electrode in a three-dimensional electrode system to treat waste water in the presence of phenol, which stimulates the chemical reaction.23 The results show that the new particle electrode (carbon air-gel) had a stronger effect and remained active for a longer time than to conventional one. As a new electrochemical technology, the three-dimensional electrode has been widely applied to remove heavy metals or organic substances from waste water. A number of researchers have also worked on desulfurization for flue gas treatment.24 However, limited research has been conducted on the removal of heavy metals from solid waste.
A number of factors affects the electro-kinetic techniques implemented for treating fly ash including the composition of the fly ash, the behaviour of heavy metals present in the fly ash and electro-kinetic experimental conditions.
The present experiment examined (a) the influence of various experimental conditions on the removal efficiency of heavy metals from fly ash, (b) ways to achieve optimum experimental conditions for the three dimensional electrode technique based on removal rate, repair time and voltage gradient, and (c) a design for a set of single and multi-factor orthogonal experiment. The present experiment obtained the optimal conditions for three-dimensional electrode systems by using a single treatment that requires a specific particle electrode, particle electrode concentration ratio, voltage gradient between electrodes, and repair time to be chosen as the main design indices. In addition, an experiment was designed for the leaching of heavy metals, which is an indication of heavy metals removal.
The water used in the electric experiment is tap water. The chemical composition is shown in Table 1, which is derived from Chongqing Water Supply Co., Ltd. The water used in the leaching experiment was an acetic acid solution with a pH of 2.64, that was prepared according to the Solid Waste Leaching Toxicity Leaching Method – Acetate Buffer Solution (HJ/T300-2007).
| Item | Values | Item | Values |
|---|---|---|---|
| a – means that it is not detected. | |||
| pH | 6.5–8.5 | As (mg L−1) | — |
| Fe (mg L−1) | <0.02 | Se (mg L−1) | <0.002 |
| Cu (mg L−1) | <0.005 | Hg (mg L−1) | <0.0001 |
| Zn (mg L−1) | <0.02 | Cd (mg/L−1) | — |
| NO3−1 (mg L−1) | 1.68 | Cr(VI) (mg L−1) | — |
| Cl− (mg L−1) | 0.95 | Pb (mg L−1) | <0.007 |
| F− (mg L−1) | 0.21 | Ag (mg L−1) | — |
:
HF
:
H2O2 = 5
:
4
:
1. Three samples (each of 0.5 g) of dried (110 °C) fly ash were digested in the digestion mixture. The results are given in Table 2.
As seen from Table 2, the content of Cu, Zn, Pb and Cd in the fly ash exceeded the soil environmental residential land secondary standards (GB15618-2008). The average Zn and Pb contents were 11.2 and 6.1 times greater than the secondary standards (GB15618-2008), respectively. Although the Cu and Cd concentrations were relatively low compared to Zn and Pb, they still exceeded the soil environmental residential land secondary standards (GB15618-2008).
| Ca | O | Cl | Na | K | Si | S | Mg | Fe | Al |
|---|---|---|---|---|---|---|---|---|---|
| 37.50 | 26.76 | 17.44 | 4.32 | 3.47 | 2.80 | 1.99 | 1.50 | 1.05 | 1.02 |
| Zn | P | Ti | Pb | Br | Cr | Sr | Ba | Cu | Mn |
|---|---|---|---|---|---|---|---|---|---|
| 0.68 | 0.40 | 0.30 | 0.25 | 0.14 | 0.09 | 0.08 | 0.08 | 0.08 | 0.05 |
Fly ash (150 g) was mixed with different mass percentages of graphite particle electrodes and placed into the experimental sample region, in which the level of water was high compared to the content of fly ash. A stain less steel cathode and graphite anode were connected to the main power supply via aluminum wire (Fig. 1). The parameters were adjusted according to the single factor orthogonal experiment.
| The specifications of the graphite particle electrode (mm) | Replicates of experiment | The average removal rate (%) | |||||
|---|---|---|---|---|---|---|---|
| Cu | Zn | Pb | Cd | ||||
| a ANOVA: F0.95(4,10) = 3.48, α = 0.05. | |||||||
| 3 × 4 (A1) | 1 | 2 | 3 | 47.32 | 77.97 | 12.59 | 73.02 |
| 4 × 4 (A2) | 4 | 5 | 6 | 69.18 | 78.27 | 48.92 | 74.24 |
| 5 × 5 (A3) | 7 | 8 | 9 | 70.10 | 77.80 | 73.94 | 70.58 |
| 5 × 6 (A4) | 10 | 11 | 12 | 73.25 | 78.17 | 73.29 | 68.11 |
| 6 × 6 (A5) | 13 | 14 | 15 | 79.01 | 78.38 | 75.50 | 68.37 |
| The average removal rate | — | — | — | 67.77 | 78.52 | 56.85 | 70.43 |
| F | — | — | — | 32.26 | 0.49 | 30.81 | 9.77 |
| Removal rate | — | — | A5 > A4 > A3 > A2 > A1 | A5 > A2 > A4 > A1 > A3 | A5 > A3 > A4 > A2> A1 | A2 > A1 > A3 > A5 > A4 | |
The optimal experimental conditions for particle electrode specifications obtained by the single-factor experiment were used in the orthogonal experiment. The L9(34) orthogonal table (as shown in Table 5) was designed with three factors, the particle electrode ratio, the voltage gradient and repair time.
| No. S- | Particle electrode ratio (A) | Voltage gradient (B) | Repair time (C) | Removal rate (%) | |||
|---|---|---|---|---|---|---|---|
| Cu | Zn | Pb | Cd | ||||
| S1 | 1 (5%) | 1 (4.5 V) | 1 (5 days) | 89.05 | 88.37 | 50.38 | 82.56 |
| S2 | 2 (10%) | 1 | 2 (10 days) | 33.73 | 3.93 | 17 | 1.99 |
| S3 | 3 (15%) | 1 | 3 (15 days) | 12.06 | 7.02 | 17.52 | 14.10 |
| S4 | 1 | 2 (9 V) | 2 | 37.59 | 10.05 | 24.17 | 17.86 |
| S5 | 2 | 2 | 3 | 22.12 | 12.28 | 21.75 | 13.74 |
| S6 | 3 | 2 | 1 | 83.12 | 90.51 | 39.68 | 75.32 |
| S7 | 1 | 3 (18 V) | 3 | 11.92 | 6.69 | 3.46 | 4.65 |
| S8 | 2 | 3 | 1 | 79.7 | 76.23 | 32.34 | 69.00 |
| S9 | 3 | 3 | 2 | 12.92 | 8.58 | 11.17 | 7.88 |
The heavy metal leaching toxicity removal rate was the ratio of leaching toxicity difference of the fly ash (before and after electro-kinetics removal) and the leaching toxicity of fly ash before the electro-kinetic removal. The mathematical expression is:
![]() | (1) |
:
1 (liquid/mass, mL g−1). The mixture was shaken on an oscillating device at the speed of 30 ± 2 rpm for 18 ± 2 h and kept at a constant temperature of 23 ± 2 °C. The leachate from the samples was filtered through a microporous filter membrane (Φ 0.8 μm) and the concentration of heavy metal ions (Zn, Pb, Cu and Cd) were detected using an atomic absorption spectrophotometer (AAS).
(1) A bubbling phenomenon with emission of a pungent odour was observed in the cathode and anode electrode regions as the power was supplied. This phenomenon occurred due to presence of Cl− ions in the fly ash sample and water.
Cathodic reaction:
| 2H2O + 2e− → 2OH− + H2↑ |
Anodic reaction:
| H2O − 2e− → 2H+ + 1/2O2 ↑ 2Cl− − 2e− → Cl2↑ |
(2) During the experiment, the fly ash within the sample area gradually became compacted and hardened.
(3) As shown in Fig. 2, white precipitates of the metals were observed at the cathode electrode due to the presence of OH− ions in the alkali environment. There was no precipitation on the anode electrode because of H+ ions in the acidic environment.
The removal rate for the five groups is shown in Table 4. It was noted from the results that the Cu, Pb and Cd removal rates were significantly affected in all groups. Although the four kinds of particle sizes had no effect on Zn removal, the maximum removal rate for Cu and Pb was observed in A5, with a dimension of 6 × 6 mm; in case of Cd, it was observed for A2 (4 × 4 mm). The decreasing orders of removal rate are presented in Table 4. The particle contact points increased due to the increasing specific surface area of the particle electrodes, resulting in resistance between particles decreasing and current flow increasing. The results indicate that particle electrode with dimension of 6 × 6 mm were optimum.
Fig. 6 shows that the removal rate for heavy metals was gradually reduced with the repair time. The electro-kinetics removal rate for heavy metals was faster after 5 days than it was after 15 days. As the H+ ions increased with the passage of time, the pH of the cathode and anode decreased. Therefore, the increased content of H+ ions reacted with the hydroxide precipitated heavy metals and caused them to release. Hence the heavy metals concentration in solution increased with time and resulted in a declining removal rate. The migration process for H+ is similar to the selection of the sample area; heavy metal released process is combined with solid and liquid phases. Heavy metals in fly ash with different activities resulted different heavy metal removal rate of the heavy metal was different. The release of heavy metals in fly ash follows the following five processes:27
➀ H+ in the sample area diffuses through the diffusion layer to the surface of the fly ash particles.
➁ The solid residues are leached with electrolysis reactions, and H+ penetrates into the particles through the solid residue.
➂ H+ has chemical reaction with the active material in the fly ash particles, and the heavy metal in the solid residues is released.
➃ The unreacted H+ continues to react chemically with the active substances in the fly ash particles, and the heavy metal ions released in the third step enter into the solid residues by diffusion;
➄ The fly ash heavy metal ions from the fourth step further diffuse from the solid surface outward.
Then the heavy metals are removed from the fly ash.
It can be seen from Table 6 that, the range of the three factors for Cu was RA = 9.15, RB = 12.76, and RC = 68.59. The range of the three factors for Zn was RA = 4.556666667, RB = 7.11, and RC = 77.52. The range of the three factors for Pb was RA = 3.21, RB = 12.88, and RC = 26.56; and the range of the three factors for Cd was RA = 6.78, RB = 8.46, and RC = 66.38. The results for the ranges of the three factors of the four elements suggested that the most influential factor was C. In general, every factor has an impact on the removal rate of heavy metals but repair time was best followed by the voltage gradient and the particle dose ratio. A1, B2 and C1 were the optimum factor levels for the removal of heavy metals with the optimal combination of A1B2C1. Therefore, it is concluded that the best removal rate were obtained with a 5% dosing ratio, a voltage gradient of 9 V and 5 days of repair time.
| Cu | Zn | Pb | Cd | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| A | B | C | A | B | C | A | B | C | A | B | C | |
| Kj1 | 138.56 | 134.84 | 251.87 | 105.11 | 99.32 | 255.11 | 78.01 | 84.9 | 122.4 | 105.07 | 98.65 | 226.88 |
| Kj2 | 135.55 | 142.83 | 84.24 | 92.44 | 112.84 | 22.56 | 71.09 | 85.6 | 52.34 | 84.73 | 106.92 | 27.73 |
| Kj3 | 108.1 | 104.54 | 46.1 | 106.11 | 91.5 | 25.99 | 68.37 | 46.97 | 42.73 | 97.3 | 81.53 | 32.49 |
| kj1 | 46.18 | 44.95 | 83.96 | 35.03 | 33.11 | 85.04 | 26.00 | 28.3 | 40.8 | 35.02 | 32.88 | 75.63 |
| kj2 | 45.18 | 47.61 | 28.08 | 30.81 | 37.61 | 7.52 | 23.70 | 28.53 | 17.45 | 28.24 | 35.64 | 9.24 |
| kj3 | 36.03 | 34.85 | 15.37 | 35.37 | 30.5 | 8.66 | 22.79 | 15.66 | 14.24 | 32.43 | 27.18 | 10.83 |
| Optimal level | A1 | B2 | C1 | A3 | B2 | C1 | A1 | B2 | C1 | A1 | B2 | C1 |
| R | 9.15 | 12.76 | 68.59 | 4.56 | 7.11 | 77.52 | 3.21 | 12.88 | 26.56 | 6.78 | 8.46 | 66.38 |
| Order | C > B > A | C > B > A | C > B > A | C > B > A | ||||||||
Footnote |
| † These authors contributed equally to the work. |
| This journal is © The Royal Society of Chemistry 2017 |