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Environ Eng Res > Volume 30(6); 2025 > Article
Zhang, Liu, Wang, and Wei: Bimetallic Ni, Fe-doping Prussian blue analog/carbon nanotube composite with 3D network architecture for efficient capacitive deionization

Abstract

Prussian blue analogs (PBAs) are highly esteemed for their economical efficiency, straightforward synthesis, and characteristic open-framework structure that allows for compositional flexibility. Despite these advantages, the intrinsic limitations of low electrical conductivity and compromised structural stability impede the widespread practical application of PBAs-based capacitive deionization (CDI) systems. Herein, the nickel-iron Prussian blue doped carbon nanotube (NF-PBA/CNT) composite was prepared by bimetallic doping achieved via adjusting the concentrations of Ni2+ and Fe3+ and using carbon nanotube (CNT) as scaffolds for the in situ growth of NF-PBA nanoparticles. The material’s structural via Ni under optimal doping conditions markedly enhances both stability and electrical conductivity, while an elevated Fe content substantially amplifies the redox activity of the Fe3+/Fe2+ couple and the rate of electron transfer. Furthermore, the combination of CNT significantly augments the specific surface area, facilitating the direct electron transfer to the NF-PBA for redox reactions. Consequently, the assembled NF-PBA/CNT-2//AC system exhibits an exceptional adsorption capacity of 32.15 mg g−1 and a rapid adsorption rate of 12.92 mg g−1 min−1 in 800 mg L−1 NaCl solution, surpassing the performance of most currently reported PBAs-based systems. This study provides a valuable direction for the development of seawater desalination electrode materials.

Graphical Abstract

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1. Introduction

Freshwater issues have become a crucial global challenge today [1]. In recent years, CDI has gained significant momentum as a desalination method, distinguished by its energy efficiency, economic viability, and environmental sustainability [24]. Contrasting with conventional methods that require membrane configurations or thermal energy, CDI systems are capable of operating under low-pressure conditions and at ambient temperatures with minimal cell voltage (<2 V), thus rendering them amenable to large-scale deployment [57]. The electrode material constitutes the nucleus of CDI and is a pivotal determinant of its performance [8].
Carbon-based materials, which operate on the principle of bilayer capacitive adsorption, including carbon nanotube (CNT) [9], graphene oxide (GO) [10], and carbon aerogel (CA) [11] have been predominant as electrode materials in CDI systems owing to their optimal pore architecture and elevated conductivity [12]. However, the capacitive carbon electrodes, which function on the ion electrosorption mechanism, are inherently reliant on the effective specific surface area, thereby typically obtaining the salt removal capacities of the associated CDI cells at around 20 mg g−1 [13, 14]. Moreover, the concomitant expulsion of co-ions, an unavoidable phenomenon during the capture of counterions from feedwater, is particularly pronounced in feedwaters with high ionic strength [15, 16]. This leads to diminished charge/discharge capability and less effective ion removal. Unlike carbon, Faradaic materials capture ions through Faradaic reactions involving rapid and reversible embedding/ de-embedding processes[1719], facilitated by reversible redox reactions throughout active material. Faradaic materials offer three distinct advantages over carbon as CDI electrodes [20, 21]. Firstly, redox reactions within the electrode bulk enhance desalination capacity [22]. Secondly, permselective Faradaic electrodes are resilient to significant co-ion expulsion, enabling the desalination of high-ion-concentration water bodies [23]. Lastly, Faradaic materials exhibit low resistance to ionic migration, effectively reducing energy loss in the process [24, 25]. Consequently, the exploration of Faradaic electrodes to improve seawater desalination performance has garnered significant attention [2629].
PBAs, well-acknowledged as Faradaic electrode materials [30, 31], feature an open framework wherein transition metals are intricately interconnected by cyanide groups (−CN−). In this structural arrangement, the transition metals are coordinated to CN ligands, and Fe2+ ions are positioned adjacent to the carbon octahedra of CN ligands. This specific configuration gives rise to a three-dimensional (3D) rigid framework that not only harbors open ion channels but also comprises substantial voids, facilitating the transport and accommodation of relevant ions during electrochemical processes [3234]. While significant progress has been made in optimizing PBA-based materials, critical limitations persist. Wei et al. [35] synthesized a core-shell nano-NaNiHCF@NaFeHCF composite with enhanced structural stability, achieving 59.38 mg g−1 desalination capacity in 50 mM NaCl. However, their approach focused on fixed metal ratios without systematic exploration of variable doping levels. Guo et al. [36] reported that nickel-doped copper-analogous Prussian blue nanoparticles composite with carbon nanotube (NCP/CNT), synthesized via co-precipitation, exhibit high salt adsorption capacity (41.25 mg g−1) and superior cycling stability (30 cycles without significant degradation). Though CNT incorporation improved electron transfer, the study did not investigate the impact of varying CNT content on performance. Tang et al. [37] introduced bimetallic FeNiHCF PBA crystals grown on hollow graphite tubes, achieving 60.2 mg g−1 capacity in 100 mM NaCl through Fe/Ni substitution. Despite these advancements, none of the existing studies systematically examine the effects of varying bimetallic doping ratios in conjunction with CNT integration. Overall, the dual strategy of bimetallic doping and carbon nanotube integration represents an efficacious approach, but previous studies usually used a fixed doping ratio without systematically analyzing its effect on CDI performance. Therefore, a systematic study of the synergistic effect of PBA/CNT composites with different Ni/Fe ratios will further clarify the regulatory role of transition metal components on charge transport mechanism, and provide an effective strategy for developing PBA-based electrodes with superior electrochemical performance. [3840].
In this study, we synthesized a novel composite material, through bimetallic doping to modulate the nickel and iron ion content in PBA, complemented by utilizing CNT as a 3D scaffold for the growth of NF-PBA particles, denoted as NF-PBA/CNT-2. The bimetallic doping strategy enhances the stability of the backbone structure and facilitates the redox cycling of Fe3+/Fe2+ ions. Due to the synergistic interaction between CNT and PBA, the composite possessed abundant electron channels, accelerated electron diffusion, and enhanced Na+ intercalation capability. As expected, the assembled NF-PBA/CNT//AC system demonstrated superior ion removal capacity and rapid desalination rates. Moreover, Ni-PBA, NF-PBA-2, and NF-PBA/CNT-2 were subjected to morphological characterization and structural analysis. The electrochemical tests elucidated the impact of varying doping ratios of the two metals and CNT on the electrochemical performance. The deionization properties of the composite under different conditions were assessed through desalination tests. Subsequently, XRD and XPS were employed to investigate the salt ion storage mechanism and the synergistic effect between CNT and PBAs.

2. Experimental section

2.1. Materials

Activated carbon, Potassium ferricyanide (K3Fe(CN)6, ≥98%), Ethanol, Ferric chloride hexahydrate (FeCl3·6H2O, ≥98%), Carboxyl Multi-wall Carbon Nanotube (C-CNT), Nickel Chloride (NiCl2·6H2O, ≥98%), sodium chloride (NaCl), Polyvinylidene fluoride (PVDF), Graphite powder and N-methyl-2-pyrrolidone (NMP) were obtained from Tianjin Damao Chemical Reagent Partnership. All chemical reagents mentioned in this study did not require subsequent purification.

2.2. Synthesis of NF-PBA

The NF-PBA was synthesized via a co-precipitation process. Solution A was prepared by dissolving precise molar ratios of NiCl2·6H2O and FeCl3·6H2O (8:2, 5:5, 2:8) in 50 mL deionized (DI) water, while solution B was prepared by dissolving K3Fe(CN)6 in an equal volume DI water, maintaining a total mass ratio of 2:1 between the combined NiCl2·6H2O and FeCl3·6H2O to K3Fe(CN)6. Under intense stirring, solutions A and B were dropwise added to 50 mL DI water, and the mixture was aged for 12 h. The precipitate was washed with DI water and ethanol, then vacuum-dried at 60°C overnight. Ni-PBA, synthesized without FeCl3·6H2O, was labeled separately, while NF-PBA-1, NF-PBA-2, and NF-PBA-3 used the 8:2, 5:5, and 2:8 ratios, respectively.

2.3. Synthesis of NF-PBA/CNT

The synthesis of the NF-PBA/CNT composite utilized an in-situ polymerization technique [36]. Solution A, a 0.05 M mixture of NiCl2·6H2O and FeCl3·6H2O at an 8:2 molar ratio, was dissolved in 50 mL DI water. Solution B, containing 0.0025 M K3Fe(CN)6, was prepared in an equal volume DI water. A 0.01 g CNT suspension was sonicated for 0.5 h, and then solution A was added, followed by the dropwise addition of solution B under stirring. The mixture reacted for 3 h at room temperature. The precipitate was washed with DI water and ethanol, then vacuum-dried at 60°C to acquire NF-PBA/CNT-1. The process was repeated with 0.02 g, 0.03 g, and 0.04 g of CNT to yield NF-PBA/CNT-2, NF-PBA/CNT-3, and NF-PBA/CNT-4, respectively. The fabrication procedure is illustrated in Scheme 1.

2.4. Characterization

The morphological characterization of the samples was conducted through scanning electron microscopy (SEM) and transmission electron microscopy (TEM). X-ray diffraction (XRD) was used to determine the crystal phases. Fourier transform infrared spectroscopy (FTIR) helped to investigate the materials’ vibrational modes. The specific surface area (SSA) and porosity were determined through the N2 adsorption/desorption method. X-ray photoelectron spectroscopy (XPS) was employed to analyze the surface chemistry.

2.5. Electrochemical measurements

The electrochemical properties of Ni-PBA, NF-PBA, and NF-PBA/ CNT were evaluated using an electrochemical workstation (CHI 760E, Chenhua) with a three-electrode setup: the prepared electrodes, a saturated calomel electrode (SCE) as the reference electrode, and a Pt sheet (1×1 cm2) as the counter electrode. To fabricate the working electrodes, a mixture of active components, conductive carbon black, and PVDF was ground in a ratio of 8:1:1. This mixture was then stirred with NMP to form a slurry, which was subsequently coated onto graphite paper. Cyclic voltammetry (CV), galvanostatic charge/discharge (GCD), and electrochemical impedance spectroscopy (EIS) were employed to detect electrochemical performances in a 1 M NaCl solution. The specific capacitance (SC, F g−1) in CV and GCD tests is calculated using Eqs. (1), (2).
(1)
SC=IdV2mvΔV
(2)
SC=IΔtmΔV
where Δ V (V) is the potential window, I (A) is the response current, m (g) is the mass of the active component, v (mV s−1) is the sweep rate, and Δ t (s) is the time.

2.6. CDI measurements

A batch-mode CDI system was employed to evaluate the desalination capability of asymmetric cells. The setup encompassed a CDI cell (Fig. S1), a computer for data acquisition, a conductivity meter, a multi-meter, a peristaltic pump for solution circulation, and a direct-current power supply. The CDI cell was configured by combining a PBA sheet (3×3 cm) as the anode with an activated carbon (AC) sheet (3×3 cm) as the cathode and nickel foam was used as the current collector. An insulating mesh was placed between them to ensure parallel assembly, thus constructing an asymmetric CDI system by integrating distinct synthetic PBA electrode materials with AC. A DDS-307F conductivity meter was monitored online the conductivity changes as 100 mL saline water (100–800 mg L−1) circulated through the CDI module at 20 mL min−1. Moreover, the changes in current were monitored online by a multi-meter (VC8265). The relationship between NaCl concentration and conductivity is depicted in Fig. S2. To determine the performance metrics, specific salt adsorption capacity (SAC, mg g−1), salt adsorption rate (SAR, mg g−1 min−1), and charge efficiency (Λ) were calculated using Eqs. (3), (4), and (5), respectively.
(3)
SAC=(C0-Ce)Vm
(4)
SAR=SACt
(5)
Λ=m×SAC×FmIdt×100%
where C0 and Ce represent initial and equilibrium concentrations, m (g) is the total weight of the active component, t (s) is the deionization time, and V (mL) is the circulated solution volume. I (A), U (V), M (58.5 g mol−1), and F (96485 C mol−1) denote the response current, direct voltage, molecular weight of NaCl, and Faraday’s constant, respectively.

3. Results and discussion

3.1. Materials characterization

SEM characterization was performed to scrutinize the morphology of Ni-PBA, NF-PBA-2, and NF-PBA/CNT-2. Fig. 1a presents the image of Ni-PBA, revealing a nanoparticle morphology with dimensions of approximately 300–400 nm [41]. Comparatively, Fig. 1b shows the nanoparticle structure of NF-PBA, which closely resembles that of Ni-PBA. Notably, NF-PBA displays a significantly reduced and more uniform particle size distribution, typically within the range of 200–300 nm. This observation indicates that the increase in Fe content did not fundamentally alter the morphological properties of PBA but selectively regulated particle size. Despite this, NF-PBA still exhibits a pronounced tendency towards crystallite aggregation. Fig. 1c depicts the composites of NF-PBA/CNT-2, which are considerably smaller, with sizes spanning from 20–30 nm. The CNT can regulate the PBA crystallization process and optimize the crystallization of NF-PBA-2. Fig. 1d, which displays the TEM image of NF-PBA/CNT-2, reveals that CNT interconnects with NF-PBA-2 to create a 3D network structure [42]. This unique electron transfer channel and 3D conductive framework in NF-PBA/CNT-2 significantly reduce diffusion resistance, both between individual nanoparticles of NF-PBA-2 and among neighboring nanoparticles. In addition, the elemental maps in Fig. 1e show the presence of N, Fe, and Ni, which is consistent with the results of the XPS analyses, and show that Ni and Fe are uniformly dispersed in the composite. The improved structural characteristics of NF-PBA/CNT-2, particularly its smaller particle size and 3D network structure, are expected to contribute favorably to its entire performance.
The XRD patterns of three samples are depicted in Fig. 2a. The distinctive diffraction peaks of Ni-PBA are located at 14.9°, 17.3°, 24.5°, 35.1°, 39.3°, 43.4°, 50.5°, 53.5°, and 57.0° corresponding to the (111), (020), (022), (040), (042), (242), (044), (153), and (062) crystal facets, respectively, which all match the standard-crystal form of Ni-PBA (PDF# 96-101-0374) [43]. Interestingly, the XRD patterns of NF-PBA/CNT-2 and NF-PBA-2 exhibit a similar pattern to that of Ni-PBA, indicating that the alterations in Fe content and the addition of CNT have no impact on the crystal structure. Fig. 2b illustrates the FTIR spectra. The broad absorption bands at 2166 and 2098 cm−1 are attributed to the −C≡N stretching vibrations within the [Fe(CN)6] ligands, while the low-frequency band at 597 cm−1 corresponds to the Fe-C≡N bond stretching vibrations. The distinct peaks within the range of 2098–2166 cm−1 suggest the presence of divalent and trivalent iron species covalently bonded to carbon. Additionally, the peak at 3380 cm−1 is attributed to the O-H stretching vibrations and the peak at 1607 cm−1 corresponds to the H-O-H bending vibrations of water molecules [44]. These findings reveal crucial insights into the structural features and chemical compositions of the materials under investigation.
The N2 adsorption-desorption isotherms are shown in Fig. 2c. These materials display Type IV isotherms, indicating their mesoporous nature [43]. The SSA calculated for these materials reveals values of 43.7 m2 g−1 for Ni-PBA, 98.4 m2 g−1 for NF-PBA-2, and 128.9 m2 g−1 for NF-PBA/CNT-2. Notably, the incorporation of CNT into NF-PBA leads to an augmentation in SSA, which is ascribed to the inherently high SSA of CNT and its capability to hinder the aggregation of NF-PBA particles. [36]. This transformation provides more active sites for ion accommodation, improving the material’s performance. Furthermore, the pore size distribution, pivotal for material functionality, significantly influences ion diffusion. The BJH method indicates that NF-PBA/CNT-2 composite primarily exhibits pore sizes ranging from 3–15 nm, which creates favorable conditions for ion diffusion, facilitating the diffusion process within the materials and ultimately improving their overall performance.
Analysis of the survey spectra reveals the presence of Ni, Fe, C, O, and N in all three composites, as depicted in Fig. 2d. Further examination of the Fe 2p spectra shows distinct peaks corresponding to Fe2+ and Fe3+, indicating different oxidation states at 706.3, 719.2, 708.7, and 721.5 eV (Fig. 2e). Similarly, the Ni 2p spectra displays two pairs of spin-orbit doublet peaks representing Ni2+ and Ni3+ at 854.0, 877.0, 857.0, and 875.0 eV [45], as shown in Fig. 2f. The satellite peaks at 860.1 and 879.3 eV further confirm the existence of Ni2+ in the composite [37].

3.2. Electrochemical performance

As illustrated in Fig. 3a, the CV curves of different NF-PBA-x electrodes suggest a complex ion storage mechanism involving both an electrical double-layer and redox capacitive behavior [46]. Notably, when the Ni/Fe ratio reaches 2:8, the electrodes exhibit two pairs of redox peaks, signifying the reversible transitions of FeIIN6/FeIIIN6 and FeIIC6/FeIIIC6 at different potentials [47]. As the content of Ni doping increases, the HS Fe is substituted by Ni. Given that NiIIN6 does not undergo redox reactions during the insertion/extraction of Na+, the redox reaction primarily takes place at FeIIC6/FeIIIC6 [48]. Meanwhile, as the content of Ni doping rises, the vacancies and crystalline water within the crystal structure are reduced, providing more adsorption sites for Na+ and promoting the redox reaction of Fe2+/Fe3+. As a result, the electrochemical activity of the NF-PBA-2 electrode can be significantly enhanced in Fig. 3b. However, since Ni does not take part in the reaction within the crystal structure, excessive doping of Ni in NF-PBA-3 will decrease the redox sites of Fe2+/Fe3+, thereby reducing the electrochemical activity of the material [37]. Fig. 3c displays the GCD curves of NF-PBA-x electrodes at 1 A g−1. The potentials of its charge/discharge plateaus are similar to those of the redox peaks. Combined with the specific capacitance calculations in Fig. S3, NF-PBA-2 maintains a high specific capacitance in the GCD tests.
In Fig. 3d and Fig. 3e, the NF-PBA/CNT-2 has the largest integrated area and the longest discharge time. Moreover, the specific capacitance variation trend of NF-PBA/CNT-2 calculated according to the GCD curves (Fig. S4a) is similar to the result (Fig. S4b) calculated from the CV tests. The specific capacitance trend of the NF-PBA/CNT-x electrodes followed a pattern of initial increase and subsequent decrease, attributed to the change in CNT content. Initially, the addition of CNT improves electron transfer within the composite. However, the composite of excess CNT envelops PBA, which increases the double electric layer effect, prevents Na+ from penetrating PBA, and reduces the specific capacitance [42]. The electron transfer and material transfer processes were analyzed by EIS tests as shown in Fig. 3(f). Obviously, the NF-PBA/CNT-2 electrode presents a smaller semicircle than other ratios, which indicates that the NF-PBA/CNT-2 electrode has a stronger electron transfer capability [49].
The CV curves of Ni-PBA, NF-PBA-2, and NF-PBA/CNT-2 shown in Fig. 4a maintain a consistent shape with well-defined symmetrical oxidation/reduction peaks, indicating a reversible intercalation/ deintercalation process of Na+ within the crystalline structure of the materials. This process is facilitated by the alteration of the Fe2+/Fe3+ redox couple, primarily occurring at FeIIC6/FeIIIC6 during the insertion/extraction of Na+ [36]. The substitution of high-spin Fe by Ni results in NiIIN6 not undergoing redox reactions. Furthermore, the addition of CNT effectively improves the electrical conductivity of the composite, enhancing electron transfer. Consequently, NF-PBA/CNT-2 exhibits the largest integrated area and retains the highest specific capacitance throughout the scan range, reaching a peak specific capacitance of 286.76 F g−1 at 5 mV s−1 (Fig. 4b). The robust charge/discharge plateau and extended charge/discharge duration of NF-PBA/CNT-2 (Fig. 4c) signify effective redox reactions and Faradaic electrode functionality. The integration of the doped element with CNT leads to a significant enhancement in specific capacity (Fig. 4d), aligning with the values obtained from the CV curves. Besides, the superiority of NF-PBA/CNT-2 in specific capacitance is attributed to its lower [Fe(CN)6] vacancy and crystal water content [50]. The comprehensive enhancement in performance demonstrated by NF-PBA/CNT-2 showcases its potential for advanced desalination applications.
The efficiencies of charge transfer and ion diffusion of Ni-PBA, NF-PBA-2, and NF-PBA/CNT-2 electrodes were examined through the EIS test. As shown in Fig. 4e, compared with other electrodes, NF-PBA/CNT-2 exhibits the smallest semicircle in the high-frequency region and presents a shorter and steeper straight line in the low-frequency region, which demonstrates its superior electron transfer ability and electrical conductivity [51]. From the charging resistance diagrams (Fig. 4f), the charging resistances of NF-PBA/CNT-2 are significantly lower. This is attributed to ion doping and increased electrical conductivity of CNT, which facilitates ion transport through electrostatic attraction on their surfaces [40]. By studying the dynamics of charge transfer on the electrodes, as shown in Fig. 4g, we find that the linear fit yielded b-values of 0.75 and 0.74, respectively. This result emphasizes the interplay between capacitance- and diffusion-controlled processes in governing the charge transfer efficiency [52]. Moreover, the capacitance behaviors of NF-PBA/CNT-2 at 50 mV s−1 are shown in Fig. 4h. Through integration, the capacitive contribution of NF-PBA/CNT-2 is calculated to be 86.24%. The capacitance contribution rises from 50.64% to 86.24% as the sweep rate alters from 5–50 mV s−1 (Fig. 4i and Fig. S5a–d). A high percentage implies sufficient exposed active sites, favoring rapid ion storage kinetics. In summary, the NF-PBA/CNT-2 electrode demonstrates superior charge transfer capability, enhanced electrical conductivity, and improved ion diffusion properties compared to Ni-PBA and NF-PBA-2 electrodes. These findings underscore the significance of composition regulation and structural design in optimizing the ion storage performance of the composite.
Fig. S6a displays the CV curves of AC at scan rates ranging from 5 mV s−1 to 100 mV s−1. All curves exhibit a quasi-rectangular shape without distinct redox peaks, consistent with typical EDL behavior. As the scan rate increases from 5 mV s−1 to 100 mV s−1, the specific capacitance decreases from 116.01 F g−1 to 55.75 F g−1 (Fig. S6b), attributed to the reduced ion migration time from solution to pores and increased electrode internal resistance at higher scan rates [53]. The GCD curves in Fig. S6c show symmetrical triangular profiles, corroborating the CV results and further demonstrating the excellent electrochemical reversibility of AC. Fig. S6d consists of small semicircular curves and steep lines in the high and low-frequency regions, and similar figures have been reported by other researchers [54]. The equivalent series resistance (Rs) of AC is 2.84Ω.

3.3. CDI performance

The desalination capabilities of different modules, Ni-PBA//AC, NF-PBA-2//AC, and NF-PBA/CNT-2//AC, were analyzed under various operating voltages and initial concentrations. In Fig. 5a, the salt adsorption capacity of the NF-PBA/CNT-2//AC cell was found to be 25.61 mg g−1, the highest among the tested modules. It reaches adsorption equilibrium with the maximum adsorption amount, which is 1.24 times that of AC//NF-PBA-2 (20.63 mg g−1) and 1.38 times that of Ni-PBA//AC (18.53 mg g−1). The Ragone plot reveals that NF-PBA/CNT-2//AC has the maximum desalination capacity and the fax test desalination rate at 10.88 mg g−1 min−1. The desalination capacities are calculated at specific voltages ranging from 0.8 V-1.4 V (Fig. 5b), showing an increase in capacity with rising voltage for all modules. The NF-PBA/CNT-2//AC cell demonstrates superior performance across all voltage levels. Upon applying voltage, the redox reactions are swiftly activated, allowing Na+ ions to occupy the ionic adsorption sites until equilibrium is reached. This rapid response is attributed to the material’s fast charge-transfer capability and high electrical conductivity, consistent with electrochemical test results [31].
Desalination dynamics in a three-module system were examined and analyzed through extensive experiments. The data obtained was fitted to both pseudo-first-order and pseudo-second-order kinetic models, as shown in Fig. S7 and Fig. 5c, respectively. Subsequent analysis of the correlation coefficients (Table S1 and Table S2) indicates a strong relationship between the experimental results and the pseudo-second-order kinetic model. This revelation suggests that the Na+ embedding is primarily influenced by the thermodynamically favorable electrosorption phenomenon [23]. Of the three modules analyzed, the NF-PBA/CNT-2//AC cell exhibits the most robust desalination kinetics. It boasts an impressive correlation coefficient R2 of 0.9971 and an exceptional maximum rate constant k of 3.97×10−4, making it the standout performer among its counterparts. A comparative evaluation of the desalination efficacy of various CDI modules reveals that as the initial concentration increases from 100–800 mg L−1 under 1.4 V, the ion storage capacity of all three modules is significantly improved. Interestingly, the cell NF-PBA/CNT-2 consistently outperforms Ni-PBA//AC and NF-PBA-2//AC cells across various NaCl concentrations, highlighting its superior adaptability and efficiency in diverse settings. The visually represented data in Fig. 5d further underscores the remarkable desalination capabilities of the NF-PBA/CNT-2//AC cell and its excellent performance within different salinity levels.
The effectiveness of desalination in AC//NF-PBA/CNT-2 cell was examined through a series of experiments involving various operating voltages and initial NaCl concentrations. As shown in Fig. 5e, the desalination capacities were measured at 0.8, 1.0, 1.2, and 1.4 V, resulting in escalating values of 9.01, 14.21, 17.45, and 25.6 mg g−1, respectively. These values demonstrated comparable desalination efficiency with the NCP-2 electrode but exhibited marginally lower performance compared to the NCP/CNT composite [36]. The observed difference may primarily originate from the insufficient CNT loading, which limits ionic transport pathways and surface charge density, thereby compromising the overall desalination capacity. Fig. S8 and Fig. S9 systematically characterize the current distribution and charging efficiency of the three modules under varying direct voltages. In Fig. S9, the charging efficiency of the NF-PBA/CNT-2//AC cell increases progressively with voltage elevation, peaking at 1.4 V. This behavior indicates that at 1.4 V charge utilization efficiency reaches its maximum. Notably, the absence of efficiency degradation at 1.4 V directly evidences the effective suppression of side reactions under this operational voltage [36]. By analyzing the salt adsorption rate of the cell under different voltages depicted in the Ragone plots (Fig. 5f), it becomes evident that an increase in voltage leads to a substantial improvement in salt adsorption capacity and ion removal rate. Despite the potential risks associated with high voltages, such as water electrolysis and parasitic reactions [33], the modules exhibit a notable enhancement in intercalation pseudo-capacitance rate, enabling more efficient ion insertion into the electrode material and consequently enhancing desalination performance. Furthermore, the investigation extends to the evaluation of salt adsorption in CDI modules under varying initial NaCl concentrations, showing a salt removal capacity increase from 11.91–32.15 mg g−1 as the concentration elevates from 100–800 mg L−1 (Fig. 5g). The corresponding Ragone plots (Fig. S10) confirm the superior ion removal capability of NF-PBA/CNT-2//AC cell upon exposure to higher NaCl concentrations, positioning the curves for 800 mg L−1 NaCl at the top corner, signifying its exceptional desalination efficiency. These findings showcase the promising desalination potential of NF-PBA/CNT-2//AC cell and underscore the significance of optimizing operating conditions for enhanced salt removal performance.
In the comparison shown in Fig. 5h and Table S3, the desalination capacity and the desalination rate of NF-PBA/CNT-2 significantly surpasses that of other electrode materials such as Co-PBA, NiHCF/rGO, NaFeHCF@CNT, and ZIF-67/CNT. Fig. 5i shows the desalination and regeneration performance of NF-PBA/CNT-2//AC, with the capacity retention hovering around 89% after seven cycles. Notably, this desalination capacity outperforms that of the FeHCF@HGT composite previously reported in the literature [37], highlighting the enhanced capabilities of the NF-PBA/CNT-2//AC system in terms of both desalination efficiency and stability during the cycling process. During this process, NF-PBA suffers from volume expansion, which leads to active site loss and reduced conductivity [34], while the composite structure of CNT-bridged NF-PBA internally enhances the conductivity but does not fully alleviate the lattice stresses caused by crystal expansion. Despite these issues, NF-PBA/CNT-2 demonstrated excellent desalination capabilities, providing a valuable reference for subsequent studies.

3.4. Mechanism of ions removal

The XRD patterns of the NF-PBA/CNT-2 electrode were analyzed before and after the deionization process (Fig. 6a), revealing that the crystal structure remains largely unchanged after cycling. This indicates that the electrode material maintains its excellent morphological and structural integrity throughout the desalination process. In Fig. 6b, a comparison of the XPS spectra of NF-PBA/CNT-2 before and after desalination shows that the peak of Na 1s appears at 1070.6 eV post-desalination (Fig. S11). Previous studies [40] have suggested that PBAs with open frameworks can facilitate Na+ diffusion and storage, and the increase of Na+ content in NF-PBA/CNT-2 confirms that Na+ inserts into the crystal structure successfully during desalination. Further analysis of the XPS spectra reveals changes in the Fe peaks (Fig. 6c), with a decrease in the abundance of Fe3+ and an increase in Fe2+ after desalination. This suggests a gradual reduction of Fe3+ to Fe2+ within the crystal structure, possibly due to the embedding of Na+. The high-resolution spectrum of Ni 2p after desalination (Fig. 6d) displays similar features to the original NF-PBA/CNT-2 electrode spectra. However, the intensities of the satellite peaks associated with nickel are increased after desalination, indicating potential changes in the crystal structure which is caused by Na+ intercalation during the desalination process. Overall, the analysis of the XRD and XPS spectra highlights the structural and chemical changes that occur in NF-PBA/CNT-2 after recycling. The maintenance of structural integrity and the observed changes in metal peaks point to the dynamic nature of electrode materials during desalination.
The mechanism of NF-PBA/CNT-2 in CDI is elucidated as follows (Fig. 7). Initially, the Fe2+/Fe3+ ion pairs on the PBA electrodes undergo an oxidation reaction, contributing to a pseudo-capacitance that facilitates electron transport. Secondly, Ni doping enhances the electrical conductivity of the composite and optimizes the electronic structure of the PBA. Meanwhile, it reinforces the stability of the crystal framework without participating in redox reactions. Further, the CNT in NF-PBA/CNT-2 forms a network structure with abundant transport channels, providing not only pores and a large SSA for the composite but also enabling efficient electron transfer to the PBA to participate in redox reactions. The CNT also fosters electron conduction pathways between neighboring particles, enhancing the efficiency of the redox cycle. In summary, the dual-element doping in NF-PBA/CNT-2 and the incorporation of CNT reduce vacancies and water of crystallization, significantly enhancing the specific capacity. The adsorption behavior of CNT within the electric double layer, combined with the redox reaction of NF-PBA, synergistically contributes to the efficient removal of ions during desalination.

4. Conclusions

In summary, we have synthesized bimetallic-doped NF-PBA/CNT composites via a co-precipitation method, which exhibits enhanced redox capacitance and efficient desalination capabilities. The diminutive size of NF-PBA-2 nanoparticles, coupled with a reduced presence of vacancies and crystallization water, significantly bolsters the electrochemical activity of the composite. The nanoscale NF-PBA-2 particles are intricately interwoven with CNT to form a 3D network structure rich in electronic channels. This architectural configuration not only minimizes the diffusion pathway for Na+ ions but also expedites electron transfer. As a result, it effectively facilitates capacitive deionization processes. Under the cooperative effect of bimetallic doping and the incorporation of CNT, the NF-PBA/CNT-2 obtained the peak specific capacitance of 286.76 F g−1 at 5 mV s−1. In 800 mg L−1 NaCl, the NF-PBA/CNT-2//AC cell achieves 32.15 mg g−1 salt adsorption capacity and 12.92 mg g−1 min−1 desalination rate, making it ideal for high-salt brackish water treatment. The bimetallic doping enhances the stability of the backbone structure and promotes the redox cycling of Fe2+/Fe3+. Meanwhile, The synergistic effect of CNT and PBA results in the composite with abundant electron channels, accelerated electron diffusion, and Na+ intercalation kinetics. Overall, the NF-PBA/CNT-2 composite manifests exceptional performance, thereby presenting a prospective solution for advanced water desalination.

Supplementary Information

Notes

Acknowledgments

This research is financially supported by the Science and Technology Planning Project of Shaanxi Provincial Water Resources Department (2022slkj-5). We also gratefully acknowledge the support provided by Key R&D plan of Shaanxi province (2022SF-578).

Conflict-of-Interest Statement

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Author Contributions

P.Z. (Master’s student) was responsible for experimental design and data management. L.W. (Associate Professor) led data verification and experimental investigation. B.W. (PhD student) provided technical support for data analysis. Z.L. (Professor) coordinated the conceptual framework construction and methodology development of the project.

References

1. Ghaffour N, Missimer TM, Amy GL. Technical review and evaluation of the economics of water desalination: Current and future challenges for better water supply sustainability. Desalination. 2013;309:197–207. http://doi.org/10.1016/j.desal.2012.10.015
crossref

2. Metzger M, Besli MM, Kuppan S, et al. Techno-economic analysis of capacitive and intercalative water deionization. Energy Environ. Sci. 2020;13:1544–1560. http://doi.org/10.1039/d0ee00725K
crossref

3. Kalfa A, Shapira B, Shopin A, Cohen I, Avraham E, Aurbach D. Capacitive deionization for wastewater treatment: Opportunities and challenges. Chemosphere. 2020. 241:125003. http://doi.org/10.1016/j.chemosphere.2019.125003
crossref pmid

4. Oren Y. Capacitive deionization (CDI) for desalination and water treatment — past, present and future (a review). Desalination. 2008;228:10–29. http://doi.org/10.1016/j.desal.2007.08.005
crossref

5. Elsaid K, Sayed ET, Abdelkareem MA, Baroutaji A, Olabi AG. Environmental impact of desalination processes: Mitigation and control strategies. Sci. Total Environ. 2020;740:140125. https://doi.org/10.1016/j.scitotenv.2020.140125
crossref pmid

6. Elsaid K, Kamil M, Sayed ET, Abdelkareem MA, Wilberforce T, Olabi A. Environmental impact of desalination technologies: A review. Sci. Total Environ. 2020;748:141528. https://doi.org/10.1016/j.scitotenv.2020.141528
crossref pmid

7. Anis SF, Hashaikeh R, Hilal N. Functional materials in desalination: A review. Desalination. 2019;468:114077. https://doi.org/10.1016/j.desal.2019.114077
crossref

8. Li Q, Zheng Y, Xiao DJ, et al. Faradaic Electrodes Open a New Era for Capacitive Deionization. Adv. Sci. 2020. 7:2002–2213. https://doi.org/10.1002/advs.202002213
crossref pmid pmc

9. Huang ZH, Yang ZY, Kang FY, Inagaki M. Carbon electrodes for capacitive deionization. J. Mater. Chem. A. 2017;5:470–496. https://doi.org/10.1039/c6ta06733f
crossref

10. Kalfa A, Penki TR, Cohen I, et al. Thermally reduced graphene oxide as an electrode for CDI processes: A compromise between performance and scalability? Desalination. 2020;492:114599. https://doi.org/10.1016/j.desal.2020.114599
crossref

11. Li MY, Pang BY, Dai SW, et al. Sustainable biomass-derived carbon aerogels for energy storage applications. Chem. Eng. J. 2024;499:156693. https://doi.org/10.1016/j.cej.2024.156693
crossref

12. Xing WL, Liang J, Tang WW, et al. Versatile applications of capacitive deionization (CDI)-based technologies. Desalination. 2020;482:114390. https://doi.org/10.1016/j.desal.2020.114390
crossref

13. Han B, Cheng G, Wang YK, Wang XK. Structure and functionality design of novel carbon and faradaic electrode materials for high-performance capacitive deionization. Chem. Eng. J. 2019;360:364–384. https://doi.org/10.1016/j.cej.2018.11.236
crossref

14. Liu Y, Nie CY, Liu XJ, Xu XT, Sun Z, Pan LK. Review on carbon-based composite materials for capacitive deionization. RSC Adv. 2015;5:15205–15225. https://doi.org/10.1039/C4RA14447C
crossref

15. Tang WW, Liang J, He D, et al. Various cell architectures of capacitive deionization: Recent advances and future trends. Water Res. 2019;150:225–251. https://doi.org/10.1016/j.watres.2018.11.064
crossref pmid

16. Porada S, Zhao R, van der Wal A, Presser V, Biesheuvel PM. Review on the science and technology of water desalination by capacitive deionization. Prog. Mater. Sci. 2013;58:1388–1442. http://doi.org/10.1016/j.pmatsci.2013.03.005
crossref

17. Yu F, Wang L, Wang Y, Shen XJ, Cheng YJ, Ma J. Faradaic reactions in capacitive deionization for desalination and ion separation. J. Mater. Chem. A. 2019;7:15999–16027. http://doi.org/10.1039/c9ta01264h
crossref

18. Singh K, Porada S, Gier HD, Biesheuvel PM, Smet LCPM. Timeline on the application of intercalation materials in Capacitive Deionization. Desalination. 2019;455:115–134. https://doi.org/10.1016/j.desal.2018.12.015
crossref

19. Leong ZY, Yang HY. A Study of MnO2 with Different Crystalline Forms for Pseudocapacitive Desalination. ACS Appl. Mater. Interfaces. 2019;11:13176–13184. https://doi.org/10.1021/acsami.8b20880
crossref pmid

20. Chen ZQ, Xu XT, Ding ZB, et al. Ti3C2 MXenes-derived NaTi2(PO4)3/MXene nanohybrid for fast and efficient hybrid capacitive deionization performance. Chem. Eng. J. 2021;407:127148. https://doi.org/10.1016/j.cej.2020.127148
crossref

21. Ma K, Jiang H, Hu YJ, Li CZ. 2D Nanospace Confined Synthesis of Pseudocapacitance-Dominated MoS2-in-Ti3C2 Superstructure for Ultrafast and Stable Li/Na-Ion Batteries. Adv. Funct. Mater. 2018;28:1904306. https://doi.org/10.1002/adfm.201804306
crossref

22. Xu Y, Duan F, Li YP, et al. Enhanced desalination performance in asymmetric flow electrode capacitive deionization with nickel hexacyanoferrate and activated carbon electrodes. Desalination. 2021;514:115172. https://doi.org/10.1016/j.desal.2021.115172
crossref

23. Liu ZN, Wei BL, Liu K, Wang LP. DBS–-doped polypyrrole/CNTs with 3D conductive architecture connected with MoS2 as symmetrical electrodes for boosted CDI capability. Sep. Purif. Technol. 2024;345:127380. https://doi.org/10.1016/j.seppur.2024.127380
crossref

24. Tu XB, Liu Y, Wang K, et al. Ternary-metal Prussian blue analogues as high-quality sodium ion capturing electrodes for rocking-chair capacitive deionization. J. Colloid Interf. Sci. 2023;642:680–690. https://doi.org/10.1016/j.jcis.2023.04.007
crossref pmid

25. Gong A, Zhao YB, Zhang XL, Liang BL, Zhang W, Li KX. Three-dimensional Prussian blue nanoflower as a high-performance sodium storage electrode for water desalination. Sep. Purif. Technol. 2022;285:120333. https://doi.org/10.1016/j.seppur.2021.120333
crossref

26. Cai YM, Zhang W, Zhao JS, Wang Y. Flexible structural construction of the ternary composite Ni,Co-Prussian blue analogue@ MXene/polypyrrole for high-capacity capacitive deionization. Appl. Surf. Sci. 2023;622:156926. https://doi.org/10.1016/j.apsusc.2023.156926
crossref

27. Song Z, Chen YD, Ren NQ, Duan XG. Recent advances in the fixed-electrode capacitive deionization (CDI): Innovations in electrode materials and applications. Environ. Funct. Mater. 2023;2:290–303. https://doi.org/10.1016/j.efmat.2023.11.001
crossref

28. Meng FY, Ding ZB, Xu XT, Liu Y, Lu T, Pan LK. Metal organic framework-derived nitrogen-doped porous carbon sustained Prussian blue analogues for efficient and fast hybrid capacitive deionization. Sep. Pur. Technol. 2023;317:123899. https://doi.org/10.1016/j.seppur.2023.123899
crossref

29. Lee SH, Choi MS, Moon JK, et al. Electrosorption removal of cesium ions with a copper hexacyanoferrate electrode in a capacitive deionization (CDI) system. Colloid. Surface. A. 2022;647:129175. https://doi.org/10.1016/j.colsurfa.2022.129175
crossref

30. Liu QN, Hu Z, Chen MZ, et al. The Cathode Choice for Commercialization of Sodium-Ion Batteries: Layered Transition Metal Oxides versus Prussian Blue Analogs. Adv. Funct. Mater. 2020;30:1909530. https://doi.org/10.1002/adfm.201909530
crossref

31. Xie BX, Sun BY, Gao TY, Ma YL, Yin GP, Zuo PJ. Recent progress of Prussian blue analogues as cathode materials for nonaqueous sodium-ion batteries. Coordin. Chem. Rev. 2022;460:214478. https://doi.org/10.1016/j.ccr.2022.214478
crossref

32. Yang YJ, Zhou JB, Wang LL, et al. Prussian blue and its analogues as cathode materials for Na-, K-, Mg-, Ca-, Zn- and Al-ion batteries. Nano Energy. 2022;99:107424. https://doi.org/10.1016/j.nanoen.2022.107424
crossref

33. Chen JS, Wei L, Mahmood A, et al. Prussian blue, its analogues and their derived materials for electrochemical energy storage and conversion. Energy Storage Mater. 2020;25:585–612. https://doi.org/10.1016/j.ensm.2019.09.024
crossref

34. Du GY, Pang H. Recent advancements in Prussian blue analogues: Preparation and application in batteries. Energy Storage Mater. 2021;36:387–408. https://doi.org/10.1016/j.ensm.2021.01.006
crossref

35. Wei XJ, Zhao YB, Liang BL, Mo XP, Li KX. Core-shell nanoparticles of Prussian blue analogues as efficient capacitive deionization electrodes for brackish water desalination. Sep. Purif. Technol. 2021;266:117899. https://doi.org/10.1016/j.seppur.2020.117899
crossref

36. Guo JQ, Wang Y, Cai YM, Zhang H, Li YL, Liu D. Ni-doping Cu-Prussian blue analogue/carbon nanotubes composite (Ni-CuPBA/CNTs) with 3D electronic channel-rich network structure for capacitive deionization. Desalination. 2022;528:115622. https://doi.org/10.1016/j.desal.2022.115622
crossref

37. Tang ZY, Hu B, Nie PF, Shang XH, Yang JM, Liu JY. Bimetallic Fe, Ni-PBA on hollow graphite tube for capacitive deionization with exceptional stability. Chem. Eng. J. 2023;466:143216. https://doi.org/10.1016/j.cej.2023.143216
crossref

38. Gong A, Zhao YB, Liang BL, Li KX. Stepwise hollow Prussian blue/carbon nanotubes composite as a novel electrode material for high-performance desalination. J. Colloid Interf. Sci. 2022;605:432–440. https://doi.org/10.1016/j.jcis.2021.07.103
crossref pmid

39. Xu Y, Duan F, Cao RQ, et al. Enhanced salt removal performance using nickel hexacyanoferrate/carbon nanotubes as flow cathode in asymmetric flow electrode capacitive deionization. Desalination. 2023;566:116929. https://doi.org/10.1016/j.desal.2023.116929
crossref

40. Bommireddy PR, Karnam JB, MCS , Park SH. Ni-Co PBA-decorated CNTs as battery-type cathode materials for potassium-ion hybrid capacitors. J. Energy Storage. 2023;62:106870. https://doi.org/10.1016/j.est.2023.106870
crossref

41. Wang SY, Wang G, Wang YW, et al. In Situ Formation of Prussian Blue Analogue Nanoparticles Decorated with Three-Dimensional Carbon Nanosheet Networks for Superior Hybrid Capacitive Deionization Performance. ACS Appl. Mater. Interfaces. 2020;12:44049–44057. https://doi.org/10.1021/acsami.0c12421
crossref pmid

42. Meng FY, Tu XB, Liu Y, et al. Carbon nanotube sustained ternary-metal Prussian blue analogues for superior-performance rocking-chair capacitive deionization. Sep. Purif. Technol. 2024;329:125155. https://doi.org/10.1016/j.seppur.2023.125155
crossref

43. Guo JQ, Wang Y, Zhang H, Cai YM, Fang RL. Hollow core-shell PANI-encapsuled Ni-Prussian blue analogue (H-NP@PANI) with omnidirectional conductive layer for efficient capacitive desalination. Desalination. 2023;548:116305. https://doi.org/10.1016/j.desal.2022.116305
crossref

44. Gao M, Xiao WL, Miao LW, et al. Prussian blue and its analogs: A robust platform for efficient capacitive deionization. Desalination. 2024;574:117278. https://doi.org/10.1016/j.desal.2023.117278
crossref

45. Zhao B, Wang Y, Wang Z, Hu YT, Zhang JY, Bai X. Rational design of Core-Shell heterostructured CoFe@NiFe Prussian blue analogues for efficient capacitive deionization. Chem. Eng. J. 2024;487:150437. https://doi.org/10.1016/j.cej.2024.150437
crossref

46. Chen ZQ, Ding ZB, Chen YY, et al. Three-dimensional charge transfer pathway in close-packed nickel hexacyanoferrate–on–MXene nano-stacking for high-performance capacitive deionization. Chem. Eng. J. 2023;452:139451. https://doi.org/10.1016/j.cej.2022.139451
crossref

47. Wang BQ, Han Y, Chen YT, et al. Gradient substitution: an intrinsic strategy towards high performance sodium storage in Prussian blue-based cathodes. J. Mater. Chem. A. 2018;6:8947–8954. https://doi.org/10.1039/c8ta02291g
crossref

48. You Y, Wu XL, Yin YX, Guo YG. A zero-strain insertion cathode material of nickel ferricyanide for sodium-ion batteries. J. Mater. Chem. A. 2013;1:14061–14065. https://doi.org/10.1039/c3ta13223d
crossref

49. She KH, Huang Y, Fan WQ, Yu M, Zhang JX, Chen C. 3D flower-like hollow MXene@MoS2 heterostructure for fast sodium storage. J. Colloid Interf. Sci. 2024;656:270–279. https://doi.org/10.1016/j.jcis.2023.11.108
crossref pmid

50. Jiang YZ, Yu SL, Wang BQ, et al. Prussian Blue@C Composite as an Ultrahigh-Rate and Long-Life Sodium-Ion Battery Cathode. Adv. Funct. Mater. 2016;26:5315–5321. https://doi.org/10.1002/adfm.201600747
crossref

51. Chen DX, Yang LQ, Zhang ZR, et al. Iron nanoparticle embedded carbon nanofibers as flexible electrodes for selective chloride ions capture in capacitive deionization. Desalination. 2024;573:117175. https://doi.org/10.1016/j.desal.2023.117175
crossref

52. Wang SY, Zhao L, Lei YH, Li Z, Wang G. N-doped MnO2 with abundant oxygen vacancies achieves high-capacity and stable ammonium ion capture by capacitive deionization. Sep. Purif. Technol. 2024;329:125204. https://doi.org/10.1016/j.seppur
crossref

53. Lv Y, Zhang L, Wang YQ. Simultaneously improving surface area and hydrophilicity of biomass activated carbon for achieving superior desalination performance in CDI. Desalin. Water Treat. 2024;318:100318. https://doi.org/10.1016/j.dwt.2024.100318
crossref

54. Zhang ZB, Zhang Y, Jiang C, et al. Highly efficient capacitive desalination for brackish water using super activated carbon with ultra-high pore volume. Desalination. 2022;529:115653. https://doi.org/10.1016/j.desal.2022.115653
crossref

Fig. 1
SEM images of (a) Ni-PBA, (b) NF-PBA-2, (c) NF-PBA/CNT-2. TEM image of (d) NF-PBA /CNT-2. EDS mapping images (e) of N, Ni, and Fe distribution in NF-PBA/CNT-2.
/upload/thumbnails/eer-2025-007f1.gif
Fig. 2
(a) XRD patterns, (b) FTIR patterns, (c) N2 adsorption-desorption isotherms (inset: pore size distributions), and (d) XPS survey spectra, high-resolution spectra of (e) Fe 2p, (f) Ni 2p of Ni-PBA, NF-PBA-2, and NF-PBA/CNT-2.
/upload/thumbnails/eer-2025-007f2.gif
Fig. 3
(a) CV curves (5 mV s−1), (b) the specific capacitance values (5 100 mV s−1), and (c) GCD plots (1 A g−1) of NF-PBA-x electrodes. (d) CV curves (5 mV s−1), (e) GCD curves (1 A g−1), and (f) Nyquist plots of NF-PBA/CNT-x electrodes.
/upload/thumbnails/eer-2025-007f3.gif
Fig. 4
(a) CV curves (5 mV s−1), (b) corresponding specific capacitances values (5–100 mV s−1), (c) GCD curves (1 A g−1), (d) corresponding specific capacitances (0.5–5 A g−1), (e) Nyquist plots, and (f) the resistance for Ni-PBA, NF-PBA-2, and NF-PBA/CNT-2. (g) Graphs of log i vs. log v and the derived b-values, (h) percentage of capacitive and diffusive contributions (50 mV s−1), and (i) the contributions of capacitive and diffusion behaviors over the range of 5–50 mV s−1 for NF-resistance PBA/CNT-2.
/upload/thumbnails/eer-2025-007f4.gif
Fig. 5
(a) Salt adsorption capacity and the Ragone plots at 1.4 V, (b) salt adsorption capacity (0.8–1.4 V), (c) fitted results from the pseudo-second-order kinetic model, (d) salt adsorption capacity (100–800 mg L−1) for the three modules. (e) Changes in salt adsorption capacity at various voltages, (f) corresponding Ragone plots, and (h) changes in salt adsorption capacity with varying concentrations of NF-PBA/CNT-2 cell. (i) Comparison of the ion removal performance of the NF-PBA/CNT-2 cell with previously reported PBA-based CDI systems. (g) Cycling stability of the NF-PBA/CNT-2 cell.
/upload/thumbnails/eer-2025-007f5.gif
Fig. 6
(a) XRD spectra, (b) XPS spectra, and high-resolution spectra of (c) Fe 2p, (d) Ni 2p pre-desalination and post-desalination of NF-PBA/CNT-2.
/upload/thumbnails/eer-2025-007f6.gif
Fig. 7
Schematic diagram of the deionization process.
/upload/thumbnails/eer-2025-007f7.gif
Scheme 1
Detailed fabrication process for NF-PBA/CNT.
/upload/thumbnails/eer-2025-007f8.gif
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