With the rapid development of highland railways in China, a large amount of heavy metal wastewater was inevitably generated during the manufacturing process of alloy materials required for railway construction. In this paper, pyrolysis of municipal sludge was followed by ball milling to obtain ball milling sludge-derived biochar (SDBC), and then nZVI-loaded SDBC materials (nZVI@SDBC) were prepared by liquid-phase reduction. The effects of different factors on the Cr(VI) removal were investigated. The maximum Cr(VI) adsorption capacity of nZVI@SDBC(2:1) was 178.05 mg/g. The Cr(VI) removal process could be fitted by the Langmuir isotherm and pseudo-second-order kinetic model. The Cr(VI) removal mechanism mainly included complexation, reduction, electrostatic interaction, and coprecipitation. The Cr(VI) removal by nZVI@SDBC(2:1) was maintained at over 90% after five replicate experiments. nZVI@SDBC(2:1) was capable of removing most of the Cr(VI) from real electroplating wastewater. The cost of using nZVI@SDBC(2:1) to remove 1 m3 of actual wastewater is approximately 325.7162 USD/m3. This work provided a new idea for the solution of Cr(VI)-containing wastewater from the production of railway materials.

  • The maximum Cr(VI) adsorption capacity of nZVI@SDBC(2:1) was 178.05 mg/g.

  • nZVI@SDBC(2:1) removed Cr(VI) from aqueous solutions by complexation, reduction, electrostatic interaction, and coprecipitation.

  • nZVI@SDBC(2:1) indeed achieved a Cr(VI) removal efficiency of more than 95% from real electroplating wastewater.

Graphical Abstract

Graphical Abstract
Graphical Abstract

The Highland Railway is a major strategic deployment for Chinese development, a great project for long-term development, and with a hundred-year plan. In regional terms, it is necessary to further promote the economic development of the southwest region of China as well as the Tibetan region. But with the construction of the plateau railway requires a large number of metal materials (e.g. rails, steel bars, sound insulation panels, etc.), and the process of producing these metal materials will inevitably produce a large amount of heavy metal wastewater, which will cause serious environmental pollution if not treated in time. Chromium (Cr), one of the essential materials for alloy materials, generates a large amount of Cr wastewater during the manufacturing process of alloy materials and causes serious pollution to the environment (Altun et al. 2021; Chen et al. 2021). Chromium (Cr) is extensively used as an important raw material for production in industries such as metallurgy, electroplating, and alloy manufacturing (Chen et al. 2015). Cr in water mainly exists in the form of Cr(VI) and Cr(III), of which Cr(VI) is soluble, migratory, toxic, and hazardous to humans (Dong et al. 2017; Fei et al. 2021). At present, the treatment methods for Cr(VI)-containing wastewater include precipitation, photocatalysis, adsorption, and ion exchange (Hou et al. 2020; Jia et al. 2021; Jiang et al. 2021). The adsorption methods are of low operating cost, simple operation and high efficiency, and thus have received widespread attention (Pi et al. 2021).

Nanometer zero-valent iron (nZVI) hold abundant pore structure, strong reducibility, and high surface activity, and has a good removal effect on heavy metals, which has been widely used in environmental pollution (Qian et al. 2019; Qiu et al. 2020). However, the small particle size of nZVI, its high surface energy, and its magnetic properties, and hence its tendency to agglomerate, led to a significant reduction in specific surface area and reduction capacity, limiting its application in water treatment (Qiu et al. 2020; Zhao et al. 2020). To address this problem, researchers had attempted to use different materials as nZVI carriers to reduce particle agglomeration (Qiu et al. 2020; Tang et al. 2021). Biochar has a well-developed pore structure and a large number of functional groups on the surface and has good adsorption properties for heavy metals (Zhang et al. 2019; Zou et al. 2021). Biochar loaded with nZVI can effectively reduce the agglomeration effect of nZVI, and improve the reactivity of nZVI (Yi et al. 2020). Previous studies have shown that nZVI-loaded biochar can effectively improve the Cr removal from aqueous solutions and reduce the amount of chromium in aqueous solutions (Qiu et al. 2020; Zhou et al. 2021). Zhou et al. (2020) showed that biochar loaded with nZVI was able to double the Cr(VI) adsorption capacity compared to raw biochar. In addition, a number of studies have shown that the specific surface area of virgin biochar is small. For this reason, ball milling was used to increase the specific surface area of the biochar to provide more sites for nZVI loading (Zou et al. 2021). Previous studies had shown that ball milling not only promoted interfacial effects between materials, but also improved the removal of contaminants from composites (Tang et al. 2021; Zou et al. 2021).

In this study, the nZVI-loaded sludge-derived biochar materials (nZVI@SDBC) were prepared and investigated their Cr(VI) adsorption performance from aqueous solutions. The purposes of the work were to: (1) investigate the effects of Cr(VI) removal under different environmental conditions; (2) reveal the mechanism of Cr(VI) removal by nZVI@SDBC; (3) evaluate the nZVI@SDBC for the Cr(VI) removal from actual electroplating wastewater; (4) analyze the cost per m3 of effluent removed by nZVI@SDBC. This work analyses the feasibility of nZVI@SDBC for the adsorption of Cr(VI) generated during the construction of highland railways from multiple perspectives (removal performance, mechanism, actual wastewater removal, and cost).

Chemical reagents

Potassium dichromate (VI) (K2Cr2O7), sodium borohydride (NaBH4), ferrous sulphate hexahydrate (FeSO4·7H2O), and other reagents were purchased from Sinopharm Chemical Reagent Co., Ltd (AR, Shanghai, China). Different mass concentrations of Cr(VI) storage solution was prepared using K2Cr2O7. 0.1415 g K2Cr2O7 was dissolved in 10 mL of deionised water and the solution was transferred to a 100 mL volumetric flask. 0.1 mL HNO3 (1 mol/L) was added to the volumetric flask and the solution was volumetised. The solution configured above was a 50 mg/L Cr(VI).

Equipment and characterization

Pore structure parameters were measured by specific surface area analyzer and analyzed by BET method (BET, Tristar II Plus 2.02, USA). Scanning electron microscopy (SEM, JSM-7500F, JEOL, Japan) and transmission electron microscope (TEM, JEM-2100F, JEOL, Japan) were used to observe the microscopic morphology of the samples. The material composition of the samples were surveyed by an X-ray diffraction analyzer (XRD, D8X, Bruker, Germany) and the raw data were processed by jade 6.5 software. X-ray photoelectron spectrometer (XPS, Escalab 250Xi, Thermo Fisher Scientific, USA) was used to analyze the elemental composition and valence changes of the samples, and Avantage software was used to perform peak splitting analysis. The functional groups in nZVI@SDBC(2:1) were investigated using Fourier transform infrared spectroscopy (FTIR, Nicolet-460, Thermo Fisher, USA). nZVI@SDBC(2:1) was dispersed in 0.01 mol/L NaCl (1:1000, w/v) ultrasonically for 1 h, and the solution pH was adjusted to 2.0–10.0. The zero potential of different pH solutions were measured by a zeta potential analyzer (Zetasizer, Malvern, UK) and the pHzpc is calculated according to the zeta potential-pH curve.

Preparation of nZVI@SDBC

Preparation of SDBC (Qiu et al. 2020): 10 g of dried powdered sludge was weighed and placed in a crucible, covered tightly with a crucible lid and the crucible was placed in a muffle furnace at 500 °C for 2 h. The black solid material was obtained as sludge-derived biochar. The sludge-derived biochar was treated by ball milling (JC-QM, Qingdao Juchuang Environmental Protection Group Co., Ltd, China) and the sieved ball milling sludge-derived biochar was collected after passing through an 80 mesh sieve, noted as SDBC.

Preparation of nZVI (Qiu et al. 2020): To a conical flask containing 70 mL of distilled water and 30 mL of ethanol, 7.447 g FeSO4·7H2O was added and stirred with a stirrer (SN-JJ-1, Shanghai Shangyi Instruments & Equipment Co., Ltd, China) at a constant speed (150 r/min) for 20 min until completely dissolved. Under an N2 inert environment, 1.125 g of NaBH4 was added and stirred for 30 min. After the reaction was complete, the precipitate was washed with distilled water and anhydrous ethanol two times in a turn. The obtained precipitate was dried in a vacuum desiccator at 60 °C for 8 h. After drying is complete, the obtained precipitate was recorded as nZVI and collected and stored in a sealed container.

Preparation of nZVI@SDBC (Qiu et al. 2020): 1.0 g of SBDC was dissolved in 100 mL of distilled water. Different masses (4.965 g, 9.930 g, 14.894 g, and 19.860 g) of FeSO4·7H2O were weighed according to the different mass ratios of Fe to SDBC (1:1, 2:1, 3:1, and 4:1). The different weights of FeSO4·7H2O were then dissolved in a solution containing SDBC. Different ratios of nZVI@SDBC were then prepared according to the method used for the synthesis of nZVI. The samples were labeled as nZVI@SDBC(1:1), nZVI @SDBC(2:1), nZVI@SDBC(3:1), and nZVI@SDBC(4:1) depending on the ratio.

Batch adsorption experiments

Effect of mass ratio

The effect of Fe:SDBC mass ratio was investigated. 50 mL Cr(VI) solutions (50 mg/L) and 20 mg adsorbent were mixed. The pH of the solution (about 2.5) was adjusted to 3.0 by 0.1 mol/L HCl and NaOH, and the adsorption temperature was 25°C. Then, the mixed solution was reacted at a shaker of 150 r/min. After the reaction was completed, the Crtotal concentration of the solution was admeasured by an inductively coupled plasma optical emission spectrometer (ICP-OES, FL1008M018, Cary, USA)

Effect of initial pH

The initial pH of the solution was set at 2, 3, 4, 5, 6, 7, 8, 9, and 10. The solution pH was measured by means of a pH meter (PHSJ-4A, Shanghai INESA Scientific Instrument Co., Ltd, Shanghai, China). The initial Cr(VI) concentration was 50 mg/L and the adsorption temperature was 25 °C. 50 mL Cr(VI) solution and 20 mg absorbent were added to a 150 mL flask. The flask was reacted in a shaker at 150 r/min for 300 min and the Cr(VI) concentration in the solution was measured after the reaction.

Effect of dosage

The effect of dosage (0.1, 0.2, 0.3, 0.4, 0.5, 1.0 and 2.0 g/L) on the Cr(VI) removal was investigated. The adsorption condition was pH 3.0, Cr(VI) concentration 50 mg/L and adsorption temperature 25 °C. 50 mL Cr(VI) solution and 20 mg absorbent were mixed, and then the solution was reacted in a thermostatic oscillator for 300 min.

Effect of coexisting ions

The effect of coexisting cations (Ca2+, Na+, Mg2+, Pb2+, Fe3+ and Ni2+) and anions (Cl, SiO2−3, NO3, CO2−3, SO2−4 and PO3−4) on the Cr(VI) removal was investigated under pH 3.0, Cr(VI) concentration 50 mg/L and 25 °C. 20 mg absorbent was added into 50 mL Cr(VI)-containing solution with relevant ion concentrations (0–50 mg/L) (supplementary materials). The solution was reacted for 300 min.

Adsorption kinetics

500 mL Cr(VI) solution (50 mg/L) and 200 mg absorbent were added to a 1,000 mL flask, and the initial pH was adjusted to 3.0. The mixture was reacted in the shaker at different temperatures (15–35 °C) to research the effect of reaction time (5–300 min) on the Cr(VI) removal. The experimental data was analyzed by the pseudo-first-order kinetic model and pseudo-second-order kinetic model (supplementary materials). The thermodynamic equations were used to calculate the thermodynamic parameters (supplementary materials). In addition, chi-square tests were used to test the fit of the kinetic models (Foo & Hameed 2010).

Adsorption isotherm

Under the condition of pH 3.0, 50 mL Cr(VI) solution of different concentrations (50–150 mg/L) and 20 mg absorbent were added to 150 mL flasks, and the reaction was carried out in thermostatic oscillator at 25 °C for 300 min. After the reaction was completed, the remaining Cr(VI) concentration in the solution was measured. The date of adsorption results was analyzed by the Langmuir isotherm model and modified Langmuir isotherm model, Freundlich isotherm model, and Temkin isotherm model (supplementary materials).

The Crtotal concentration of the solution was admeasured by an inductively coupled plasma optical emission spectrometer (ICP-OES, FL1008M018, Cary, USA). The solution Cr(VI) concentration was measuredd by a modified 1, 5-diphenylcarbazide method (Chen et al. 2021). The solution Cr(III) concentration was calculated by the concentration difference between the solution total chromium species and solution Cr(VI) (Chen et al. 2021). All experimental groups had three replications and the mean was calculated. The removal efficiency (Equation (1)) and adsorption capacity (Equation (2)) were calculated.
(1)
(2)
where R is the removal efficiency, %; C0 is the initial Cr(VI) concentration, mg/L; Ce is the Cr(VI) after adsorption equilibrium, mg/L; qe is the Cr(VI) adsorption capacity of the adsorbent, mg/g; V is the solution volume, L; and m is the mass of the adsorbent, g.

Adsorption-desorption experiments

The mixture solution was filtered and nZVI@SDBC(2:1) was collected after reaction with Cr(VI). The adsorbed nZVI@SDBC(2:1) was added to 0.1 mol/L NaOH solution and shaken for 2 h. After desorption was completed, filtered the solution and collected the desorbed nZVI@SDBC(2:1). The desorbed nZVI@SDBC(2:1) was washed with distilled water three times and dried at 60 °C for 12 h. The above experiments were repeated five times and the Cr(VI) removal efficiency was calculated after each experiment.

Cr(VI) adsorption from actual electroplating wastewater

The actual electroplating wastewater was taken from the Baohe Swan Electroplating Plant (Chengdu, China). The actual wastewater parameters are shown in the supplementary material (Table 1). 50 mL solutions and 20 mg nZVI@SDBC(2:1) were mixed. And then, the reaction was carried out in a thermostatic oscillator at 25 °C for 720 min.

Table 1

The parameters of actual electroplating wastewater

ParameterConcentration (mg/L)
pH 2.19 
Crtotal 43.70 
Cr(VI) 40.21 
Cu 2.89 
Zn 19.48 
Pb 3.04 
Chlorine ions 315.61 
Sulfate 115.94 
Total N 20.18 
Total P 7.03 
ParameterConcentration (mg/L)
pH 2.19 
Crtotal 43.70 
Cr(VI) 40.21 
Cu 2.89 
Zn 19.48 
Pb 3.04 
Chlorine ions 315.61 
Sulfate 115.94 
Total N 20.18 
Total P 7.03 

Effect of mass ratio on the Cr(VI) removal

The effect of mass ratio on the Cr(VI) removal was shown in Figure 1. The Cr(VI) adsorption efficiency by SDBC, nZVI, and nZVI@SDBC(1:1), nZVI@SDBC(2:1), nZVI@SDBC(3:1), and nZVI@SDBC(4:1) was 23.54%, 82.17%, 87.01%, 98.35%, 96.34%, and 93.45%, respectively. nZVI@SDBC(2:1) had the highest efficiency (98.35%) for Cr(VI) removal. The Cr(VI) removal efficiency of nZVI@SDBC was higher than that of SDBC and nZVI. Notably, the composite nZVI@SDBC exhibited better Cr(VI) adsorption properties than the single materials SDBC and nZVI. Yi et al. (2020) attributed that the pore structure of the adsorbent promotes the dispersion of nZVI and reducing oxidation and agglomeration of nZVI, thus the Cr(VI) removal efficiency of nZVI@SDBC was higher than that of nZVI. At the same time, the loading of nZVI was able to provide more active sites for the adsorbent (Qiu et al. 2020).
Figure 1

The effect of mass ratio on Cr(VI) removal.

Figure 1

The effect of mass ratio on Cr(VI) removal.

Close modal

As the mass ratio increased, the Cr(VI) removal efficiency by the nZVI@SDBC was the first to increase and then decrease. At a mass ratio of 2:1, the largest removal efficiency (98.35%) of Cr(VI) by nZVI@SBDC(2:1) was achieved. The reason for this was presumably that the loading nZVI can enhance the removal efficiency of SDBC (Qiu et al. 2020). Therefore, nZVI@SDBC(2:1) was chosen for the follow-up experiments.

Characterization analysis

Figure 2 shows SEM images of nZVI, SDBC, and nZVI@SDBC (2:1) before and after the removal of Cr(VI). nZVI appeared heavily agglomerated (Figure 2(a)). This was also consistent with the results of a large number of studies (Yi et al. 2020). In Figure 2(b), the surface of the SDBC was characterized by the presence of a large number of massive structures, grooves, and surface unevenness. The presence of a large amount of particulate matter on the surface of nZVI@SDBC(2:1) (Figure 2(c)), indicates that nZVI was loaded on the SDBC surface. Moreover, nZVI@SDBC(2:1) showed a large amount of particulate matter on the surface after the Cr(VI) removal (Figure 2(d)), presumably to generate a Cr(III)-containing precipitate (Qiu et al. 2020; Yi et al. 2020). In the TEM image (Fig. S1), the overall dispersion of nZVI was relatively uniform, indicating that SDBC was able to effectively disperse the nZVI and solved the problem of easy agglomeration of nZVI (Qian et al. 2019).
Figure 2

SEM morphological characteristics of different materials. (a) nZVI; (b) SDBC; (c) before and (d) after Cr(VI) removal by nZVI@SDBC(2:1).

Figure 2

SEM morphological characteristics of different materials. (a) nZVI; (b) SDBC; (c) before and (d) after Cr(VI) removal by nZVI@SDBC(2:1).

Close modal
The N2 adsorption-desorption isotherm was shown in Figure 3(a). As the relative pressure (P/P0) increased, the N2 adsorption capacity by the adsorbent gradually increased and a hysteresis loop was formed in the N2 adsorption-desorption curve. This result indicated that the N2 adsorption-desorption isotherm of the adsorbent can be classified as a type IV isotherm (Chen et al. 2021). Additionally, the specific surface areas of SDBC and nZVI@SDBC(2:1) were 93.19 m2/g and 186.38 m2/g, respectively. Literature had also reported that biochar loaded with nZVI can enhance its specific surface area (Tang et al. 2021). The pore size distribution concentrated between 2 and 50 nm (Figure 3(b)), which indicated that the adsorbent was a mesoporous material (Zhao et al. 2020). Furthermore, the pore sizes of SDBC and nZVI@SDBC(2:1) were found to be 11.75 nm and 14.92 nm, respectively. This phenomenon assumed that the nZVI particles were embedded in the pores of SDBC, resulting in a reduction in pore size (Qiu et al. 2020). The pHpzc (Figure 3(c)) of SDBC and nZVI@SDBC(2:1) was 2.73 and 3.64, respectively. When the solution pH was less than pHPZC, the adsorbent surface was protonated and positively charged. When the solution pH was higher than pHPZC, the adsorbent surface was deprotonated and negatively charged. This indicated that nZVI@SDBC(2:1) was able to attract negatively charged Cr(VI) at lower pH. The XPS overall spectrum (Figure 3(d)) shows a clear Fe 2p peak on nZVI@SDBC(2:1), indicating successful loading of Fe element on SDBC.
Figure 3

(a) N2 adsorption-desorption curve, (b) pore size distribution, (c) zero potential point, and (d) XPS overall spectrum of adsorbent. (e) FTIR and (f) XRD analysis before and after removal of Cr(VI).

Figure 3

(a) N2 adsorption-desorption curve, (b) pore size distribution, (c) zero potential point, and (d) XPS overall spectrum of adsorbent. (e) FTIR and (f) XRD analysis before and after removal of Cr(VI).

Close modal

The wavenumber at 3,420 cm−1 in SDBC was associated with O-H stretching vibrations (Chen et al. 2015). The characteristic peak at 1,620 cm−1 corresponded to the vibration of the C = O deformation conjugate (Qiu et al. 2020). The characteristic peak at a wavenumber of 1,430 cm−1 was considered to be the -COOH group (Yi et al. 2020). However, the vibrational peak at 1,070 cm−1 was thought to be due to C-O and Si-O groups (Qian et al. 2019; Qiu et al. 2020). After loading Fe0, the wavenumbers at 3,420 cm−1, 1,630 cm−1, and 1,410 cm−1 showed a significant change, indicating that the O-containing groups (R-OH and R-COOH) in nVZI@SDBC(2:1) may chelate with the Fe ion (Jia et al. 2021). Furthermore, the peak at 565 cm−1 corresponded to the Fe-O bond, which also indicated that nZVI was successfully loaded on SDBC (Qiu et al. 2020; Yi et al. 2020). Compared to nVZI@SDBC(2:1), there was no significant change in the FTIR spectrum after Cr(VI) removal. In contrast, the characteristic peaks of C = O and R-COOH were slightly shifted to 1,630 cm−1 and 1,410 cm−1, respectively. The intensity of the Fe-O at 526 cm−1 increased, indicating that more Fe2O3 was produced after the reaction with Cr(VI) (Yi et al. 2020). The peak at 3,410 cm−1 was also enhanced, and this phenomenon may be caused by the formation of Fe2O3. This result suggested that the R-OH and R-COOH in nVZI@SDBC(2:1) underwent complexation with Cr(VI) (Jia et al. 2021; Tang et al. 2021).

To further analyze the Fe species, XRD (Figure 3(f)) was used to analyze the Fe species in SDBC and nZVI@SDBC(2:1). 2θ = 21.28°, 26.82°, 35.16°, 36.94°, 42.76°, and 46.08° in the XRD pattern of SDBC corresponded to SiO2, while 2θ = 29.74° and 39.74° corresponded to CaCO3 (Chen et al. 2015; Qiu et al. 2020). After loading with nZVI, the peaks associated with SiO2 and CaCO3 in nZVI@SDBC(2:1) weakened or disappeared. Most notably, the presence of Fe0 was evidenced by the detection of a characteristic peak of 44.68° in the XRD pattern of nZVI@SDBC (2:1) (Qian et al. 2019; Qiu et al. 2020; Yi et al. 2020). The diffraction peak at 2θ = 35.48° was the Fe2O3 peak (Yi et al. 2020; Zhou et al. 2021). After Cr(VI) removal, the Fe0 peak disappeared. This could be the involvement of Fe0 in the removal of Cr(VI). The diffraction peak at 2θ = 35.50° was Cr2FeO4, presumably due to the reduction of Cr(VI) to Cr(III) by Fe0 and the formation of Cr(III)-Fe(II) precipitates (Qiu et al. 2020). After adsorption, the diffraction peak of Fe2O3 was enhanced, which may have allowed the reaction of Fe0 with Cr(VI) to form Fe2O3 (Yi et al. 2020).

Effect of initial pH on Cr(VI) removal

Solution pH is one of the important factors influencing the adsorption performance of adsorbents. The solution pH can affect the surface electrical properties of the adsorbent and the morphology of Cr(VI) present in the solution. The results showed that the initial pH had a significant effect on the performance of nZVI@SDBC(2:1) for the Cr(VI) removal (Figure 4(a)). There was little difference in adsorption capacity between the initial pH of 2 and 3. As the solution pH increased from 3 to 10, the Cr(VI) adsorption capacity of nZVI@SDBC(2:1) decreased from 123.74 mg/g to 15.99 mg/g. It was found that nZVI@SDBC(2:1) was better at removing Cr(VI) under acidic conditions. Most notably, the pH of the final solution was higher than the initial pH in acidic conditions, while the final pH was lower than the initial pH in alkaline conditions.
Figure 4

(a) The effect of initial pH on removal Cr(VI) by nZVI@SDBC(2:1). (b) The content distribution of residual Crtotal, Cr(III), and Cr(VI) in the solution at different initial pH. (c) The contents of different kinds of Fe in the solution at different initial pH. (d) Effects of dosage, (e) coexisting cations, and (f) coexisting anions on Cr (VI) removal by nZVI@SDBC(2:1).

Figure 4

(a) The effect of initial pH on removal Cr(VI) by nZVI@SDBC(2:1). (b) The content distribution of residual Crtotal, Cr(III), and Cr(VI) in the solution at different initial pH. (c) The contents of different kinds of Fe in the solution at different initial pH. (d) Effects of dosage, (e) coexisting cations, and (f) coexisting anions on Cr (VI) removal by nZVI@SDBC(2:1).

Close modal

The residual concentration of Crtotal, Cr(III), and Cr(VI) in the solution were measured separately (Figure 4(b)). The residual concentration of Crtotal and Cr(VI) increased with increasing solution initial pH. The residual concentration of Cr(III) first increased and then decreased, indicating that nZVI@SDBC(2:1) reduced some of the Cr(VI) to Cr(III) (Qian et al. 2019). The species distribution of Cr(VI) and Cr(III) in aqueous solution was modeled by Visual MINTEQ 3.1 software. At pH < 6.0, Cr(VI) was mainly present as the anions Cr2O72− (more than 90%) and CrO42− (less than 10%) (Fig. S2a). At solution pH < 5.0, Cr(III) was mainly present as Cr3+ and Cr(OH)2+ (Fig. S2b). At solution pH less than the zero potential point (pHPZC), the nZVI@SDBC(2:1) surface was protonated and positively charged (Qiu et al. 2020). As a result of the electrostatic effect, it will in turn enhance the Cr(VI) removal by nZVI@SDBC(2:1) and also promote the adsorption-reduction reaction of Cr(VI) to form Cr(III). Thus, electrostatic action contributed significantly to the removal of Cr(VI) under acidic conditions (Yi et al. 2020). However, the generated Cr(III) reacted with Fe(II) in solution by precipitation thereby forming a Cr2FeO4 precipitate (Qiu et al. 2020). When the solution pH was above the pHPZC, the adsorbent surface was deprotonated and negatively charged. The adsorbent and Cr(VI) repealed each other and reduced the opportunity for oxidation-reduction, thus leading to a decrease in adsorption capacity (Yi et al. 2020). Additionally, Cr(III) generated by Fe0/Fe(II) reduction can form insoluble Cr(OH)3 precipitates when the initial pH was above 5.0 (Equation (3)) (Yi et al. 2020). It had also been reported that under weakly acidic and basic conditions Cr(III) was able to form metal hydroxides (CrxFe1−x(OH)3/CrxFe1−XOOH) with Fe3+ (Equations (4) and (5)) (Dong et al. 2017; Qiu et al. 2020). During the reaction, H+ was generated thus causing a drop in pH, which was also identical to the experimental data (Figure 3(a)) (Qiu et al. 2020; Tang et al. 2021).

To further understand, the adsorption-reduction of Cr(VI) by nZVI@SDBC(2:1). Fetotal, Fe2+, and Fe3+ were determined in the solution after reaction equilibration (Figure 4(c)). At lower pH, the leaching concentration of Fe was very high, which also provided more exposure of Cr(VI) to Fe0/Fe(II). Furthermore, the levels of Fetotal and Fe3+ were essentially similar, while the levels of Fe2+ were very small. One reason for this was that Fe(II) was oxidized by dissolved oxygen, but under acidic conditions, this process was very slow (Qiu et al. 2020). In addition, dissolved oxygen was limited in the closed vial, and Fe(II) was very stable. This also accelerated the reduction of Cr(VI) and the formation of Cr2FeO4 with Cr(III) in an aqueous solution, which was probably the reason why the amount of Fe(II) in the solution was very low (Yi et al. 2020). At the same time, the reduction process consumed a large amount of H+ in the solution, increasing the solution pH (Qiu et al. 2020). However, under weakly acidic or alkaline conditions, the nZVI may be oxidized, thus reducing the amount of Fe species available for Cr(VI) reduction. Therefore, this led to a reduction in the adsorption capacity of Cr(VI).

To reduce the leaching of Fe ions and ensure the adsorption capacity of Cr(VI). Follow-up experiments choose pH 3.0 as the initial pH. The adsorption mechanism of Cr(VI) by nZVI@SDBC(2:1) consisted of electrostatic interaction and reduction.
(3)
(4)
(5)

Effect of dosage on Cr(VI) removal

From an economic point of view, it was necessary to study the effect of adsorbent dosage on Cr(VI) removal. The Cr(VI) removal efficiency by nZVI@SDBC(2:1) gradually increased from 40.33% to 98.66% when the dosage was increased from 0.1 g/L to 0.4 g/L (Figure 4(d)). The reason for this was that with increasing dosage of nZVI@SDBC(2:1), the number of active sites increased rapidly, resulting in a rapid increase in Cr(VI) removal efficiency (Yi et al. 2020). After the dosage was greater than 0.4 g/L, the removal efficiency remained more or less constant. However, as the dosage continues to increase and the Cr(VI) content of the solution was limited, the reduction of Cr(VI) removal efficiency slowed down and stabilized. Yet, the Cr(VI) adsorption capacity of nZVI@SDBC(2:1) decreased with increasing dosage, from 201.65 mg/g to 24.84 mg/g. The Cr(VI) adsorption capacity decreased as the dosage increased, due to the decrease in Cr(VI) adsorption per unit mass of nZVI@SDBC(2:1). To cause unnecessary waste, a dosage of 0.4 g/L was chosen as the optimum dosage.

Effect of coexisting ions on Cr(VI) removal

Ca2+ and Mg2+ are the main sources of hardness in natural waters, with Ca2+ being the most abundant element in most freshwaters. In contrast, Mg2+ is second only to Ca2+ and Na+ in natural waters. Pb2+, Fe3+, and Ni2+ are heavy metal elements essential in the manufacture of alloying materials. To further research the ability of the adsorbent to remove Cr(VI), the effect of coexisting cations on the Cr(VI) removal will be investigated (Figure 4(e)). The presence of Ca2+, Na+, and Mg2+ had negligible effect on Cr(VI) removal by nZVI@SDBC(2:1). However, the concentration of Pb2+, Fe3+, and Ni2+ in the solution was increased from 0 to 50 mg/L, and the removal efficiency of Cr(VI) by nZVI@SDBC(2:1) decreased to 53.78%, 83.89%, and 60.34%, respectively. It was presumed that coexists ions (Pb2+, Fe3+, and Ni2+) competed with Cr(VI) for adsorption sites (Wang et al. 2013). In addition, the competition strengthened as the concentration of coexisting ions increased, resulting in a significant inhibition of Cr(VI) removal.

In actual water bodies, carbonate ion (CO2−3) is the main substance that makes up the alkalinity of the water column and is found at high levels in natural water bodies. Sulfate ion (SO2−4), silicate ion (SiO2−3), nitrate ion (NO3), phosphate ion (PO3−4), and chloride ion (Cl) are common anions in water bodies (Lv et al. 2013). Therefore, the effect of these anions on the Cr(VI) adsorption will be investigated (Figure 4(f)). The Cl, SiO2−3, NO3, and CO2−3 had essentially no effect on the Cr(VI) removal. There was a significant inhibition of Cr(VI) removal by nZVI@SDBC(2:1) by SO2−4 and PO3−4, with the removal efficiency decreasing to 70.64% and 61.34% respectively. SO2−4 and PO3−4 had similar chemical structures to CrO2−4 (one S, P, or Cr element combined with four O elements), and this had a strong inhibitory effect on the Cr(VI) removal (Zou et al. 2021).

Adsorption kinetics

The effect of adsorption time (5–300 min) on the Cr(VI) removal at different temperatures (15–35 °C), the results were shown in Figure 5. The adsorption process can be broadly divided into three stages: a fast adsorption stage (5–60 min), a slow adsorption stage (60–150 min), and an equilibrium stage (150–300 min). In the fast adsorption stage, the rapid increase in adsorption capacity was mainly due to a large number of adsorption sites available (Tang et al. 2021). As adsorption proceeded, the adsorption sites approached saturation and the adsorption rate slowed down until equilibrium was reached. Additionally, warming was able to enhance the Cr(VI) adsorption capacity on nZVI@SDBC. The explanation for this phenomenon was that higher reaction temperature increased the mobility of Cr(VI), and increased mobility of Cr(VI) facilitates a greater diffusion rate of those ions through the pores (Yi et al. 2020; Zhai et al. 2021).
Figure 5

Investigating pseudo-first-order, pseudo-second-order, and Elovich kinetic models for Cr(VI) removal.

Figure 5

Investigating pseudo-first-order, pseudo-second-order, and Elovich kinetic models for Cr(VI) removal.

Close modal

To study the adsorption process and rate-controlling steps of the absorbent on Cr(VI), the pseudo-first-order kinetic model and pseudo-second-order kinetic model were chosen to analyze the experimental data. The fitted results and fitted parameters were exhibited in Figure 5 and Table 2, respectively. The linear correlation coefficient of the pseudo-second-order kinetic model was greater than that of the pseudo-first-order kinetic model (Dehghani et al. 2018). This result indicated that the adsorption process of Cr(VI) by nZVI@SDBC(2:1) was chemisorption (Jia et al. 2021; Zou et al. 2021). The chi-square test demonstrated that the χ2-value of the pseudo-second-order kinetic model was smaller than that of the pseudo-first-order kinetic model, which also confirmed that the pseudo-second-order kinetic model can better describe the adsorption process (Foo & Hameed 2010). Notably, the qe fitted by the pseudo-first-order kinetic model differed significantly from the actual adsorption capacity, while the qe fitted by the pseudo-second-order kinetic model was comparable to the actual value, indicating that the pseudo-second-order kinetic model can better describe the adsorption process (Zou et al. 2021). Besides, the adsorption equilibrium time was 150 min at adsorption temperatures of 15 °C and 20 °C. Whereas, at 25 °C, 30 °C, and 35 °C, the adsorption equilibrium time was 60 min.

Table 2

Adsorption kinetic parameters of Cr(VI) removal

Experimental dataPseudo-first-order model
Pseudo-second-order model
qe/(mg·g−1)K1/(min−1)R2χ2qe/(mg·g−1)K2/(min−1)R2χ2
103.96 95.46 0.079 0.830 0.7571 103.78 0.001 0.939 0.1043 
114.09 113.70 0.064 0.783 0.0013 117.15 0.001 0.930 0.0003 
122.94 110.74 0.202 0.834 1.3432 121.45 0.002 0.968 0.0663 
123.74 118.06 0.187 0.741 0.2734 123.55 0.003 0.955 0.0148 
124.39 123.49 0.241 0.741 0.0065 124.73 0.005 0.971 0.0007 
Experimental dataPseudo-first-order model
Pseudo-second-order model
qe/(mg·g−1)K1/(min−1)R2χ2qe/(mg·g−1)K2/(min−1)R2χ2
103.96 95.46 0.079 0.830 0.7571 103.78 0.001 0.939 0.1043 
114.09 113.70 0.064 0.783 0.0013 117.15 0.001 0.930 0.0003 
122.94 110.74 0.202 0.834 1.3432 121.45 0.002 0.968 0.0663 
123.74 118.06 0.187 0.741 0.2734 123.55 0.003 0.955 0.0148 
124.39 123.49 0.241 0.741 0.0065 124.73 0.005 0.971 0.0007 

The thermodynamic parameters were listed in Table 3. The enthalpy (ΔH0 > 0) illustrated that the adsorption process belonged to endothermic reaction. Worthy of note, the negative ΔG0 indicated the reaction was spontaneous (Dehghani et al. 2020; Yi et al. 2020). The gradual decrease of ΔG0 with warming suggested that high temperature favored Cr(VI) adsorption. This phenomenon illustrated that the adsorption reaction of Cr(VI) was spontaneous and endothermic (Yi et al. 2020). The positive value of ΔS0 illustrated that the high temperature increased the degree of freedom at the interface between the solid and liquid phases of the adsorption system (Dehghani et al. 2018).

Table 3

Thermodynamic parameters of Cr(VI) removal by nZVI@SDBC(2:1)

T/KΔG0 (J·mol−1)ΔH0 (J·mol−1)ΔS0 (J·mol−1·k−1)
288.15 −7.71 86.65 330 
293.15 −8.74 
298.15 −11.81 
303.15 −12.63 
308.15 −13.92 
T/KΔG0 (J·mol−1)ΔH0 (J·mol−1)ΔS0 (J·mol−1·k−1)
288.15 −7.71 86.65 330 
293.15 −8.74 
298.15 −11.81 
303.15 −12.63 
308.15 −13.92 

Adsorption isotherms

As the initial mass concentration of Cr(VI) increased, the adsorption capacity showed an increasing trend (Figure 6(a)). The higher Cr(VI) concentration resulted in a greater concentration gradient between the liquid phase and the nZVI@SDBC(2:1) surface, leading to more Cr(VI) being adsorbed onto the nZVI@SDBC(2:1) surface (Qiu et al. 2020; Zhao et al. 2020). The adsorption leveled off with increasing initial concentration, which may be due to the limited number of active sites on the nZVI@SDBC(2:1) surface (Tang et al. 2021).
Figure 6

(a) The effect of initial mass concentration for Cr(VI) removal on nZVI@SDBC(2:1). Evaluating (b) Langmuir and modified Langmuir, (c) Freundlich and (d) Temkin isotherm models for Cr(VI) removal.

Figure 6

(a) The effect of initial mass concentration for Cr(VI) removal on nZVI@SDBC(2:1). Evaluating (b) Langmuir and modified Langmuir, (c) Freundlich and (d) Temkin isotherm models for Cr(VI) removal.

Close modal

The adsorption isotherm is extremely important in determining the mode of action of the adsorbent on the adsorbate. The Langmiur and modified Langmiur (Figure 6(b)), Freundich (Figure 6(c)) and Temkin (Figure 6(d)) adsorption isotherm models were chosen to analyse the experimental data. The correlation coefficients of the modified Langmuir model (R2 = 0.999) were both higher than those of the Freundlich model (R2 = 0.784) and the Temkin model (R2 = 0.800). The results showed that the maximum adsorption capacity (178.96 mg/g) obtained from the modified Langmuir equation simulations and the actual adsorption capacity (179.78 mg/g) were comparable (Table 4). This illustrated that the modified Langmuir model was more suitable to interpret the Cr(VI) adsorption process by nZVI@SDBC(2:1) (Zhai et al. 2021). The results also demonstrated that the modified model was able to better analyse the Cr(VI) adsorption process by nZVI@SDBC(2:1). The Cr(VI) adsorption on the adsorbent surface was homogeneous monolayer adsorption and there was no interaction between the adsorption sites (Qian et al. 2019; Zhao et al. 2020; Tang et al. 2021). The separation factor RL = 0.003–0.009 demonstrated that the adsorption process was favorable (Dehghani et al. 2018). Compared with other adsorbents (Table S1), the qmax of nZVI@SDBC(2:1) for Cr(VI) removal in this study was better than most of the adsorbents, and nZVI@SDBC(2:1) can achieve faster adsorption equilibrium. This indicates that nZVI@SDBC(2:1) could better apply the removal of Cr(VI) from water-soluble.

Table 4

Adsorption isotherm fitting parameters

Experimental data (mg/g)179.78
Langmuir qmax 180.83 
KL (L/mg) 2.11 
RL 0.003–0.009 
R2 0.999 
Modified Langmuir qmax (mg/g) 178.96 
KML (L/mg) 96.34 
R2 0.999 
Freundlich Kf (mg1−n·Ln/g) 136.82 
N 13.16 
R2 0.784 
Temkin B(J/mol) 1.41 × 105 
KT (L/g) 11.61 
R2 0.800 
Experimental data (mg/g)179.78
Langmuir qmax 180.83 
KL (L/mg) 2.11 
RL 0.003–0.009 
R2 0.999 
Modified Langmuir qmax (mg/g) 178.96 
KML (L/mg) 96.34 
R2 0.999 
Freundlich Kf (mg1−n·Ln/g) 136.82 
N 13.16 
R2 0.784 
Temkin B(J/mol) 1.41 × 105 
KT (L/g) 11.61 
R2 0.800 

Mechanism analysis

To gain more insight into the Cr(VI) removal mechanism on nZVI@SDBC(2:1), XPS analysis was performed on nZVI@SDBC(2:1) before and after Cr(VI) removal. The overall spectra of nZVI@SDBC(1:1) before and after Cr(VI) removal (Figure 7(a)). The Cr 2p peak could be observed in the overall XPS spectrum after reaction, which indicated that Cr(VI) could be adsorbed by nZVI@SDBC(2:1).
Figure 7

XPS diagram of nZVI@SDBC(1:1): (a) Overall spectrum; (b) Cr 2p fine Spectrum; (c) O 1s fine spectrum; and (d) Fe 2p fine spectrum.

Figure 7

XPS diagram of nZVI@SDBC(1:1): (a) Overall spectrum; (b) Cr 2p fine Spectrum; (c) O 1s fine spectrum; and (d) Fe 2p fine spectrum.

Close modal

In Figure 7(b), the peaks at 576.77 eV and 586.55 eV were Cr(III) peaks, and the peaks at 578.26 eV and 588.15 eV were Cr(VI) peaks (Qiu et al. 2020). The content of Cr(III) and Cr(VI) was 52.01% and 47.99%, respectively. This result further suggested that Cr(VI) was reduced by nZVI@SDBC(2:1) to Cr(III) (Yi et al. 2020). The main peaks of the pre-reaction O 1s were Fe-O (529.90 eV), C-O (531.07 eV), and C = O (532.15 eV) (Figure 7(c)) (Zhou et al. 2021). The increase in the peak area of Fe-O and decrease in the peak area of C = O after adsorption suggested that biochar can act as an electron transfer medium and participate in the reaction by gaining and losing electrons through certain functional groups on the surface (Qiu et al. 2020; Tang et al. 2021; Zou et al. 2021). Notably, the binding energies of C-O (531.27 eV) and C = O (532.23 eV) were increased after the reaction. This result may be attributed to the complexation of Cr(VI) with -OH or -COOH in nZVI@SDBC(2:1) (Pi et al. 2021). The weak peak in the Fe 2p spectrum of nZVI@SDBC(2:1) before adsorption (Figure 7(d)) attributable to Fe0 (706.92 eV) indicated the successful synthesis of nZVI (Qiu et al. 2020; Yi et al. 2020). Binding energies of 723.11 eV and 710.76 eV correspond to Fe(II) (Zhou et al. 2020; Zou et al. 2021). Binding energies of 725.26 eV and 712.78 eV correspond to Fe(III) (Tang et al. 2021). The disappearance of the Fe0 peak after adsorption, the decrease in the relative amount of Fe(II), and the increase in the relative amount of Fe(III) suggested that nZVI and Fe(II) were involved in the removal of Cr(VI) (Qiu et al. 2020; Yi et al. 2020). The XPS analysis illustrated that the -OH and -COOH in nZVI@SDBC(2:1) were related to the Cr(VI) adsorption, along with the reduction of Cr(VI) by nZVI (Jia et al. 2021; Pi et al. 2021; Zou et al. 2021).

From the above results, we can deduce the Cr(VI) removal mechanism on nZVI@SDBC(2:1).

  • (1)

    Part of the Cr(VI) (Cr2O2−7/HCrO4) was removed directly by adsorption on nZVI@SDBC(2:1) through electrostatic interaction and complexation of O-containing functional groups (Qiu et al. 2020; Zou et al. 2021).

  • (2)
    Part of nZVI was oxidised to Fe2+ (Equation (6)), and then Fe0/Fe2+ reduced Cr(VI) to Cr(III)(Cr3+/Cr(OH)2+) (Equations (7)–(10)) (Qiu et al. 2020; Yi et al. 2020; Zou et al. 2021). Finally, Cr(III) (Cr3+/Cr(OH)2+) combined with Fe2+ to become Cr2FeO4 precipitate (Equations (11) and (12)) (Tang et al. 2021; Zou et al. 2021). The above was the possible mechanism of Cr(VI) removal by nZVI@SDBC(2:1).
    (6)
    (7)
    (8)
    (9)
    (10)
    (11)
    (12)

Adsorption-desorption experiments

Repeatability is one of the important parameters to evaluate the application potential of adsorbent materials. The Cr(VI) removal by nZVI@SDBC(2:1) was maintained at over 90% after five replicate experiments (Figure 8). This could be caused by the dissociation of loosely attached nanoparticles on nZVI-SDBC(2:1) and the incomplete dissociation of the Cr(III)-Fe(II) precipitate from the adsorbed Cr(VI). This also suggested that nZVI-SDBC(2:1) had the potential for better removal efficiency of Cr(VI)-containing wastewater.
Figure 8

Adsorption-desorption experiments of nZVI@SDBC(2:1).

Figure 8

Adsorption-desorption experiments of nZVI@SDBC(2:1).

Close modal

Removal of Cr(VI) from actual electroplating wastewater

The Cr(VI) removal on nZVI-SDBC(2:1) was tested in actual electroplating wastewater (Figure 9). The remaining concentrations of Crtotal, Cr(VI), and Cr(III) in the solution were all below 0.2 mg/L (Chinese Cr(VI) emission standard) after 720 min of reaction. The result confirmed that nZVI-SDBC(2:1) was more effective in removing Cr(VI) from the actual electroplating wastewater.
Figure 9

Removal of actual electroplated Cr(VI) wastewater by nZVI@SDBC(2:1).

Figure 9

Removal of actual electroplated Cr(VI) wastewater by nZVI@SDBC(2:1).

Close modal

Cost analysis

When dealing with actual wastewater, an assessment of the production costs of the material is essential (Jaafarzadeh et al. 2018). The cost of electricity for industrial use in Chengdu (Sichuan, China) is 0.0916 KW/h. During the preparation of the SDBC, a tube resistance furnace (Power 4 KWh) was used for 2 h pyrolysis. In addition, the prices of FeSO4·7H2O and NaBH4 were 49.1313 USD/t and 588.8130 USD/kg respectively. However, the cost per m3 of wastewater treated is 0.1936 USD/m3. At an optimum dosage of 0.4 g/L, 400 kg of nZVI@SDBC(2:1) is required per 1 m3 of wastewater treated. Additionally, nZVI@SDBC(2:1) had good reproducibility in the five-cycle experiment. The total cost of the process for treating 1 m3 of wastewater was 325.7162 USD/m3. Based on the cost calculation, nZVI@SDBC(2:1) is feasible for the treatment of Cr(VI)-containing wastewater.

The nZVI@SDBC material was successfully prepared by liquid-phase reduction using SDBC as a carrier. The nZVI loading on SDBC effectively avoided nZVI agglomeration. The Cr(VI) maximum adsorption on nZVI-SDBC(2:1) was 178.05 mg/g at pH 3.0, dosage 0.4 g/L and temperature 25 °C. The Cr(VI) adsorption on nZVI-SDBC(2:1) conform to the modified Langmuir isotherm model and the pseudo-second-order kinetic model, indicating that the adsorption process was homogeneous chemisorption. The Cr(VI) removal mechanism by nZVI@SDBC(2:1) was a complexation of O-containing groups, the formation of Cr(III)-Fe(II) precipitation, electrostatic interaction, and reduction. The Cr(VI) removal by nZVI@SDBC(2:1) was maintained at over 90% after five replicate experiments. nZVI@SDBC is capable of removing most of the Cr(VI) from real electroplating wastewater. The cost of using nZVI@SDBC(2:1) to remove 1 m3 of actual wastewater is approximately 325.7162 USD/m3. The results show that the nZVI@SDBC material has a good effect on the removal of Cr(VI)-containing wastewater generated during the preparation of metal materials in the construction of highland railways, as well as solves the problem of potential pollution generated during the construction of highland railways.

This work was supported by National Key R&D Program (2018YFC1505404) and Sichuan Provincial Science and Technology Department Science and Technology Plan Project (No.2021YJ0033).

All relevant data are included in the paper or its Supplementary Information.

The authors declare there is no conflict.

Altun
T.
,
Ecevit
H.
,
Kar
Y.
&
Ifti
B.
2021
Adsorption of Cr(VI) onto cross-linked chitosan-almond shell biochars: equilibrium, kinetic, and thermodynamic studies
.
J. Anal. Sci. Technol.
12
(
1
).
https://doi.org/10.1186/s40543-021-00288-0
.
Chen
T.
,
Zhou
Z. Y.
,
Xu
S.
,
Wang
H. T.
&
Lu
W. J.
2015
Adsorption behavior comparison of trivalent and hexavalent chromium on biochar derived from municipal sludge
.
Bioresour. Technol.
190
,
388
394
.
https://doi.org/10.1016/j.biortech.2015.04.115
.
Chen
N.
,
Cao
S.
,
Zhang
L.
,
Peng
X.
,
Wang
X. B.
,
Ai
L. H.
&
Zhang
L. Z.
2021
Structural dependent Cr(VI) adsorption and reduction of biochar: hydrochar versus pyrochar
.
Sci. Total Environ.
783
(
18
),
147084
.
https://doi.org/10.1016/j.scitotenv.2021.147084
.
Dehghani
M.
,
Nozari
M.
,
Golkari
I.
,
Rostami
N.
&
Shiri
M. A.
2018
Adsorption and kinetic studies of hexavalent chromium by dehydrated scrophularia striata stems from aqueous solutions
.
Desalin. Water Treat.
125
,
81
92
.
https://doi/10.5004/dwt.2020.26232
.
Dehghani
M.
,
Nozari
M.
,
Golkari
I.
,
Rostami
N.
&
Shiri
M. A.
2020
Adsorption of mercury(II) from aqueous solution using dried scrophularia striata stems: adsorption and kinetic studies
.
Desalin. Water Treat.
203
,
1
13
.
https://doi/10.5004/dwt.2018.22953
.
Dong
H. R.
,
Deng
J. M.
,
Xie
Y. K.
,
Zhang
C.
,
Jiang
Z.
,
Cheng
Y. J.
,
Hou
K. J.
&
Zeng
G. M.
2017
Stabilization of nanoscale zero-valent iron (nZVI) with modified biochar for Cr(VI) removal from aqueous solution
.
J. Hazard. Mater.
332
(
15
),
79
86
.
https://doi.org/10.1016/j.jhazmat.2017.03.002
.
Fei
Y. H.
,
Li
M. Z.
,
Ye
Z. F.
,
Guan
J. Y.
,
Huang
Z. H.
,
Xiao
T. F.
&
Zhang
P.
2021
The pH-sensitive sorption governed reduction of Cr(VI) by sludge derived biochar and the accelerating effect of organic acids
.
J. Hazard. Mater.
423
,
127205
.
https://doi.org/10.1016/j.jhazmat.2021.127205
.
Foo
K. Y.
&
Hameed
B. H.
2010
Insights into the modeling of adsorption isotherm systems
.
Chem. Eng. J.
156
(
1
),
2
10
.
https://doi/10.1016/j.cej.2009.09.013
.
Hou
S. Z.
,
Tian
H. R.
,
Huang
C.
,
Wang
P.
,
Zeng
Q. J.
,
Peng
H. L.
,
Liu
S. L.
&
Li
A.
2020
Removal of Cr(VI) from aqueous solution by amino-modified biochar supported nano zero-valent iron
.
Acta Sci. Circumstantiae
40
(
11
),
3931
3938
.
https://doi/10.13671/j.hjkxxb.2020.0284
.
Jaafarzadeh
N.
,
Takdastan
A.
,
Jorfi
S.
,
Ghanbari
F.
,
Ahmadi
M.
&
Barzegar
G.
2018
The performance study on ultrasonic/Fe3O4/H2O2 for degradation of azo dye and real textile wastewater treatment
.
J. Mol. Liq.
256
,
462
470
.
https://doi.org/10.1016/j.molliq.2018.02.047
.
Jia
X. X.
,
Zhang
Y. Q.
,
He
Z.
,
Chang
F. Q.
,
Zhang
H. C.
,
Wågberg
T.
&
Hu
G. Z.
2021
Mesopore-rich badam-shell biochar for efficient adsorption of Cr(VI) from aqueous solution
.
J. Environ. Chem. Eng.
9
(
4
),
105634
.
https://doi.org/10.1016/j.jece.2021.105634
.
Jiang
Y.
,
Deng
Y. R.
,
Wang
J. L.
,
Yang
C.
,
Huang
W. L.
&
Dang
Z.
2021
Mechanism of action of nitrogen-rich biochar with different nitrogen configurations on Pb(II) and Cr(VI)
.
Acta Sci. Circumstantiae
41
(
10
),
4128
4139
.
https://doi.org/10.13671/j.hjkxxb.2021.0122
.
Lv
X. S.
,
Hu
Y. J.
,
Tang
J.
,
Sheng
T. T.
,
Jiang
G. M.
&
Xu
X. H.
2013
Effects of co-existing ions and natural organic matter on removal of chromium (VI) from aqueous solution by nanoscale zero valent iron (nZVI)-Fe3O4 nanocomposites
.
Chem. Eng. J.
218
,
55
64
.
https://doi.org/10.1016/j.cej.2012.12.026
.
Pi
S. Y.
,
Wang
Y.
,
Pu
C.
,
Mao
X. Z.
,
Liu
G. L.
,
Xu
H. M.
&
Liu
H.
2021
Cr(VI) reduction coupled with Cr(III) adsorption/ precipitation for Cr(VI) removal at near neutral pHs by polyaniline nanowires-coated polypropylene filters
.
J. Taiwan Inst. Chem. Eng.
123
,
166
174
.
https://doi.org/10.1016/j.jtice.2021.05.019
.
Qian
L. B.
,
Shang
X.
,
Zhang
B.
,
Zhang
W. Y.
,
Su
A. Q.
,
Chen
Y.
,
Ouyang
D.
,
Han
L.
,
Yan
J. C.
&
Chen
M. F.
2019
Enhanced removal of Cr(VI) by silicon rich biochar-supported nanoscale zero-valent iron
.
Chemosphere
215
,
739
745
.
https://doi.org/10.1016/j.chemosphere.2018.10.030
.
Qiu
Y.
,
Zhang
Q.
,
Gao
B.
,
Li
M.
,
Sang
W. J.
,
Hao
H. R.
&
Wei
X. N.
2020
Removal mechanisms of Cr(VI) and Cr(III) by biochar supported nanosized zero-valent iron: synergy of adsorption, reduction and transformation
.
Environ. Pollut.
265
,
115018
.
https://doi.org/10.1016/j.envpol.2020.115018
.
Tang
J. C.
,
Zhao
B. B.
,
Lyu
H. H.
&
Li
D.
2021
Development of a novel pyrite/biochar composite (BM-FeS2@BC) by ball milling for aqueous Cr(VI) removal and its mechanisms
.
J. Hazard. Mater.
413
,
125415
.
https://doi.org/10.1016/j.jhazmat.2021.125415
.
Wang
T.
,
Liu
W.
,
Xiong
L.
,
Xu
N.
&
Ni
J. R.
2013
Influence of pH, ionic strength and humic acid on competitive adsorption of Pb(II), Cd(II) and Cr(III) onto titanate nanotubes
.
Chem. Eng. J.
215
,
366
374
.
https://doi.org/10.1016/j.cej.2012.11.029
.
Zhai
F. J.
,
Zhang
C.
,
Song
G. F.
,
Jiang
S. X.
,
Shan
B. Q.
&
Song
Z. X.
2021
The adsorption mechanism of kapok biochar on Cr(VI) in aqueous solution
.
Acta Sci. Circumstantiae
41
(
5
),
1891
1900
.
https://doi.org/10.13671/j.hjkxxb.2020.0558
.
Zhang
S.
,
Lyu
H. H.
,
Tang
J. C.
,
Song
B. R.
,
Zhen
M. N.
&
Liu
X. M.
2019
A novel biochar supported CMC stabilized nano zero-valent iron composite for hexavalent chromium removal from water
.
Chemosphere
217
,
686
694
.
https://doi.org/10.1016/j.chemosphere.2018.11.040
.
Zhao
J.
,
He
Y. H.
,
Zhang
X. M.
,
Li
Q.
&
Yang
W. C.
2020
Effect on Cr(VI) adsorption performance of acid-base modified biochar
.
Environ. Eng.
38
(
6
),
28
34
.
https://doi.org/10.13205/j.hjgc.202006005
.
Zhou
M.
,
Zhang
C. G.
,
Yuan
Y. F.
,
Mao
X. Y.
,
Li
Y. C.
,
Wang
N.
,
Wang
S. S.
&
Wang
X. Z.
2020
Pinewood outperformed bamboo as feedstock to prepare biochar-supported zero-valent iron for Cr6+ reduction
.
Environ. Res.
187
,
109695
.
https://doi.org/10.1016/j.envres.2020.109695
.
Zhou
C. D.
,
Han
C. Y.
,
Min
X. Z.
&
Yang
T.
2021
Simultaneous adsorption of As(V) and Cr(VI) by zeolite supporting sulfide nanoscale zero-valent iron: competitive reaction, affinity and removal mechanism
.
J. Mol. Liq.
338
,
116619
.
https://doi.org/10.1016/j.molliq.2021.116619
.
Zou
H. W.
,
Zhao
J. W.
,
He
F.
,
Zhong
Z.
,
Huang
J. S.
,
Zheng
Y. L.
,
Zhang
Y.
,
Yang
Y. C.
,
Yu
F.
,
Bashir
M. A.
&
Gao
B.
2021
Ball milling biochar iron oxide composites for the removal of chromium (Cr(VI)) from water: performance and mechanisms
.
J. Hazard. Mater.
413
,
125252
.
https://doi.org/10.1016/j.jhazmat.2021.125252
.
This is an Open Access article distributed under the terms of the Creative Commons Attribution Licence (CC BY-NC-ND 4.0), which permits copying and redistribution for non-commercial purposes with no derivatives, provided the original work is properly cited (http://creativecommons.org/licenses/by-nc-nd/4.0/).

Supplementary data