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Article

Electrodialysis Deacidification of Acid Hydrolysate in Hemicellulose Saccharification Process: Membrane Fouling Identification and Mechanisms

1
CAS Key Laboratory of Bio-Based Materials, Qingdao Institute of Bioenergy and Bioprocess Technology (QIBEBT), Chinese Academy of Sciences (CAS), Qingdao 266101, China
2
University of Chinese Academy of Sciences, Beijing 100049, China
*
Authors to whom correspondence should be addressed.
Membranes 2023, 13(3), 256; https://doi.org/10.3390/membranes13030256
Submission received: 6 January 2023 / Revised: 4 February 2023 / Accepted: 16 February 2023 / Published: 21 February 2023

Abstract

:
Acid saccharification of hemicelluloses offers promising pathways to sustainably diversify the revenue of the lignocellulose biorefinery industry. Electrodialysis to separate inorganic acids from acid hydrolysate in the hemicellulose saccharification process could realize the recovery of sulfuric acid, and significantly reduced the chemical consumption than the traditional ion exchange resins method. In this work, the deacidification of corncob acid hydrolysate was conducted by a homemade electrodialysis apparatus. The results showed that: (1) more than 99% of acid can be removed through the electrodialysis process; (2) A non-negligible membrane fouling occurred during the electrodialysis process, which aggravated with the repeated batch running The final global system resistance rose from 15.8 Ω (1st batch) to 43.9 Ω (10th batch), and the treatment ending time was delayed from 120 min (1st batch) to 162 min (10th batch); (4) About 90% of protein, 70% of ferulate acid, and 80% of p-coumarate acid precipitated from the corncob acid hydrolysate during the electrodialysis process. The zeta potential of corncob acid hydrolysate changed from a positive value to a negative value, and an isoelectric point around pH 2.3 was reached. HSQC, FTTR, and GPC, along with SEM and EDS analysis, revealed that the fouling layers mostly consisted of hydrolysates of protein and lignin. The result of HSQC indicated that the membrane foulant may exist in the form of lignin–carbohydrate complexes, as the lignin component of the membrane foulant is in the form of p-coumarate and ferulate. From the result of FTIR, a strong chemical bonding, such as a covalent linkage, existed between the lignin and protein in the membrane foulant. Throughout the electrodialysis process, the increased pH decreased the stability of colloidal particles, including lignin and proteins. Destabilized colloidal particles started to self-aggregate and form deposits on the anion exchange membrane’s surface. Over time, these deposits covered the entire membrane surface and the spaces between the membranes. Eventually, they attached to the surface of the cation exchange membrane. In the end, a suggestion to control and minimize membrane fouling in this process was discussed: lower pH as a process endpoint and a post-treatment method.

1. Introduction

In terms of lignocellulose valorization, the “hemicelluloses-first strategy” is a significant and valuable prior-fractionation method to separate the lignocellulose component (cellulose, hemicellulose, and lignin) in the plant cell wall [1,2]. Hemicelluloses, depending on their characteristic of being highly thermo- and acid-liable, are easy to degrade to a pentose (xylose, arabinose, etc.) or oligosaccharides by the acid hydrolysis method (acid saccharification) or by enzymatic hydrolysis. Enzymatic hydrolysis has been reported to degrade hemicellulose to xylose, but it is costly and immature and has not yet been adopted by major companies worldwide [3]. Dilute sulfuric acid saccharification is still a dominant industry pattern to produce pentose by hard wood or herbage [4,5]. However, in the traditional acid saccharification process, the main drawbacks are the costs and environmental overloading problems of an ion-exchange unit for deacidification. Ion-exchange resins are so overly dependent and inefficient that they limit the development of saccharification. Therefore, a novel process that is environmentally friendly, has a low cost, and has a high yield is highly expected.
Recently, novel green technologies, such as membrane filtration, lime treatment, and chromatographic separation, were applied in relevant saccharification processes [6,7,8,9,10,11]. Among them, the electrodialysis (ED) process, which could selectively separate ions by using an ion-exchange membrane driven by an electric field, is the most promising. Lemaire et al. originally developed a purification process combing ultrafiltration (UF), ED, and ion-exchange resin to purify pentose [12,13]. UF is operated as a pretreatment unit to eliminate hazardous macromolecules. More than 80% of sulfuric acid could be recovered from monosaccharides without chemical consumption or waste generation. Meanwhile, the energy consumption and loss ratio of sugar are within an acceptable range. However, in these studies, the influence of lignin and protein as membrane foulants was not clear.
Membrane fouling is an intrinsic problem of the ion exchange membrane during ED operations. A full understanding of fouling identification and mechanisms is vitally important to the membrane’s life and performance. Dammak et al. put forward a systematical discussion on the ion-exchange membrane’s fouling during the electrodialysis process, including the fouling types, influences on the process, characterization methods, fouling mechanisms, cleaning methods, and so on. Proteins, and polyphenols, as the typical membrane foulant, were analyzed for the fouling mechanisms. Moreover, modern non-destructive membrane cleaning methods are discussed [14,15]. Haddad et al. extracted lignin from Kraft black liquor through ED. The fouling involves several steps: the destabilization of lignin macromolecules through promoted protonation with pH decrease, the formation of lignin clusters on the surface of bipolar membranes, and the attachment of lignin clusters to cationic membranes after the saturated adsorption on bipolar membranes. Based on this conclusion, the pulsed electric field method was introduced in their work. And a chemical cleaning strategy using caustic soda and freshly diluted black liquor as cleaning solutions was tested [16,17,18]. To the best of our knowledge, there has been no report regarding the behavior when the ED is operated as a deacidification unit of the acid hydrolysate in the hemicellulose saccharification process.
In this work, deacidification of the hemicellulose saccharification process was carried out through an ED operation. The aim of this work is to (1) identify the nature of the membrane foulant and (2) investigate the mechanisms of particle deposit on the surface of the membrane during the electrochemical deacidification process in order to control and eventually minimize this process drawback. Furthermore, based on our understanding of this investigation, we wish to propose proper configurations and cleaning methods to prevent and/or minimize this process obstacle.

2. Materials and Methods

2.1. Materials

Corncob acid hydrolysate (CAH) was kindly provided by Shandong Futaste Group, China. The hydrolysis reaction was conducted at 120–125 °C for 120 min with a 1.0 % (w/w) dosage of dilute sulphuric acid and a liquid-to-solid ratio (L/S) of 8:1. The corncob was pre-washed in hot water to remove the ash and impurities.
The main components of CAH are listed in Table 1. Analytical-grade chemicals, including sulfuric acid, and sodium sulfate, were purchased from Sinopharm, China. All the chemicals were used as received.

2.2. Electrochemical Deacidification Apparatus and Protocol

The ED stack was composed of dilute compartments (for CAH), concentrate compartments (for pure water), and two electrode compartments on each side (for Na2SO4 solution). 5 pieces of cation exchange membranes (CEM) and 4 pieces of anion exchange membranes (AEM) were placed alternately to make up 4 repeating units of the membrane stack (Figure 1). The active surface area of each membrane was 186.55 cm2 (9.1 × 20.5 cm). The anode and cathode were made of titanium coated with ruthenium. The whole ED stack, including the AEMs and CEMs, was from Shandong Tianwei Membrane Technology Co., Ltd. (Weifang, China). The properties of these membranes are shown in Table 2. Three pumps were set up to circulate the solutions from their reservoir (with magnetic stirring) to the stack. The constant current between two electrodes was provided by a DC power supply (model: LongWei LW-K605D, Hong Kong). A jacket coil heat exchanger was installed in each reservoir to maintain a constant temperature.
All the experiments were performed in repeated batch mode using 2 L of CAH (0.22 μm filtered), 2 L of pure water, and 1 L of Na2SO4 (0.1 mol/L). The process was stopped when the electrical conductivity reached 1000–1100 μS/cm. Ten repeated batches of the electrochemical deacidification experiment were performed without any treatment. The main process conditions are summarized in Table 3. The applied current, voltage variation, electrical conductivity, pH, and temperature of each reservoir were recorded every 18 min in the first 120 min. After 120 min, the data were recorded every 6 min.

2.3. Process Evaluation

2.3.1. Global System Resistance

The global system resistance was computed by recording the applied current and voltage variation along the ED process and employing Ohm’s law:
R = U / I
where R is the global system resistance (Ω), I is the applied current (A), and U represents the voltage across the ED stack (V) (Bazinet et al., 2000; Haddad et al., 2017a).

2.3.2. Deacidification Ratio

The deacidification ratio during the ED process was calculated by the following equations:
D e a c i d i f i c a t i o n   r a t i o   % = V i C i V f C f V i C i × 100 %
C x = 10 ^ p H x
where Vf Cf and Vi Ci respectively are the final and initial moles of the H+ in the solution, x means the i or f, respectively.
The pH was measured by a pH meter fitted with a temperature compensator. It is assumed that the activity coefficients were equal to 1 in this process.

2.3.3. H+ Relative Energy Consumption

The performance of an ED process can be evaluated by determining the energy consumption of the system [19]. In this work, the relative energy consumed in each ED batch was calculated by the following equation:
E H = I t i t f U d t 3600 V i C i V f C f
Here, EH is the relative energy consumption (Wh) per mole of H+ production, and t shows the duration of the ED operation (s). Note that the consumed energy of the pumps and hot water bath was not included in the EH calculation.

2.4. Analysis Methods

2.4.1. Quantitative Analysis of Monosaccharides and Phenolic Acids

The content of monosaccharides in CAH (0.22 μm filtered) was measured by an HPLC system (Agilent Model 1200, Agilent Technologies Inc., Santa Clara, CA, USA) equipped with a Bio-Rad Aminex HPX-87H column (300 mm × 7.8 mm) and refractive index detector. The column was operated at 55 °C with a 0.005 M/L H2SO4 solution as the mobile phase at a flow rate of 0.6 mL/min.

2.4.2. pH Value and Conductivity of CAH

A conductivity meter (range: 20–199.9 ms/cm, P902, Shanghai Youke Instrument Co., Ltd., Shanghai, China) and pH meter (P901, Shanghai Youke Instrument Co., Ltd., Shanghai, China) were used to measure the electrical conductivity and pH of the samples at each stage of the experiment, respectively.

2.4.3. Quantitative Analysis of Protein in CAH

Protein concentration was determined using the Bradford method (Bradford, 1976) with a Bradford protein assay kit (Beyotime, Shanghai, China). Different concentrations (0.2, 0.4, 0.6, 0.8, 1.0, and 1.2 g/L) of bovine serum albumin (BSA; Sangon Biotech, Shanghai, China) were prepared as standards. The absorbance of samples at 595 nm in a 96-well plate was measured using a microplate reader (Aosheng AMR-100, Hangzhou, China).

2.4.4. Zeta Potential of Colloidal Particles in CAH

The zeta potentials of the CAH during the ED process were determined with a Zetasizer Nano ZSP (Malvern Instruments, Worcestershire, UK). The CAH was filtered by an ultrafiltration membrane (0.22 μm) before measurement.

2.4.5. Electron Microscopy and Elemental Analysis

The samples were subjected to observation by using a scanning electron microscope (SEM, Hitachi S-4800, Tokyo, Japan) at 5.0 kV. The energy dispersive X-ray spectroscopy (EDS) conditions were a 5 kV accelerating voltage with a 15 mm working distance and 250× magnification. The EDS analysis provides a relative percentage of the surface elemental compositions. Prior to the SEM and EDS analyses, vacuum-dried samples were coated with a thin layer of gold to improve the image quality.

2.4.6. Determination of Molecular Weight

The molecular weights of the membrane foulant were determined by gel permeation chromatography (GPC) on a PL gel Olexis column (300 × 7.5 mm, Polymer Laboratories Ltd, Amherst, MA, USA), calibrated with pollutant polysaccharide standards. A flow rate of 1.0 mL/min was maintained. The eluent was DMSO. Detection was achieved with a Knauer differential refractive index detector (RID). The column oven was kept at 40 °C. Samples were dissolved in DMSO at a concentration of 0.2%.

2.4.7. FTIR (Fourier Transform Infrared Spectrometer)

FTIR analyses of the samples were carried out on a Thermo Nicolet FTIR spectrometer (Nicolet 6700, Thermo Fisher Scientific, Inc., Waltham, MA, USA) in the wavenumber range of 400–4000 cm−1 with a resolution of 4 cm−1. Before analysis, the samples were freeze-dried to obtain a dry powder. The powders were then ground with approximately 200 mg of KBr and pressed into a pellet.

2.4.8. HSQC (Heteronuclear Single Quantum Coherence)

Two-dimensional HSQC (2D-HSQC) spectra were recorded on a Bruker AVANCE-III 600 MHz spectrometer at 25 °C. Before analysis, the samples were freeze-dried, and then 20 mg was dissolved in 0.5 mL of dimethyl sulfoxide-d6 (DMSO-d6).

3. Results and Discussion

3.1. Evaluation of ED Parameters

In this work, ED process parameters, including pH, global system resistance, deacidification ratio, and energy consumption were analyzed, in order to evaluate the process efficiency and the extent of membrane fouling.

3.1.1. Global System Resistance

With the deacidification by the ED process, the pH value was increased gradually (Figure 2a). Figure 2b shows the plots of the global system resistance throughout the ED process in the 10 consecutive batches. Along with the 10 batches of ED runs, the final global system resistance rose from 15.8 Ω (1st batch) to 43.9 Ω (10th batch), and the treatment ending time was delayed from 120 min (1st batch) to 162 min (10th batch). The initial value of the global system resistance corresponds to the intrinsic resistance to solution as well as the other compartments of the ED stack such as membranes, spacers, and electrode plates. Meanwhile, ion migration kinetics and the fouling nature of ion-exchange membranes highly restrict the final value of the global system resistance [20,21]. As all the initial experiment parameters are constant for each batch of the ED process, it can be inferred that the membrane fouling caused the rapid elevation of the global system resistance and the gradually delayed treatment ending time.

3.1.2. Deacidification Ratio

In this work, the ED apparatus was designed to remove acid from CAH. Hence, the deacidification ratio is an essential index for evaluating the ED’s operating condition. As shown in Figure 2c, the deacidification rate was plotted with time for 10 batches. More than 99% of acid was removed from CAH at the end of each batch of the ED process. However, the instantaneous deacidification rate gradually declined with the repeated batch running. Figure 2e shows the variation tendency of the instantaneous deacidification rate. Along with the repeated batch running, the deacidification ratio declined from 83.0% (1st batch) to 72.5% (10th batch) at the 72nd min, and from 99.0% (1st batch) to 96.1% (10th batch) at the 120th min, respectively. This decreased performance could be explained by a progressive fouling of the ion-exchange membranes, causing the decline of H+ permeate flux and deacidification ratio [20,22].

3.1.3. H+ Relative Energy Consumption

Energy consumption is an essential index for evaluating process efficiency. As the aim of this work is acid recovery, H+ relative energy consumption was analyzed in the repeated batch. The H+ relative energy consumption is dependent on some factors, such as target ion concentration (H+), co-ion effect (Na+, K+, etc.), applied voltage, pH, flow rate, foulants, and other factors [23]. In a single batch, as shown in Figure 2d, the H+ relative energy consumption increases instantly with the extension of time. At the beginning of each batch experiment, as the high concentrations of H+ and SO42− in CAH could reduce the electrical resistance on the membrane surfaces, the mobility of H+ ions is fast. As a result, the ED process is operating with higher current efficiency and lower energy consumption. With the ED experiment running, the concentration of H+ and SO42− in CAH decreased, and mass transfer resistance arose. The competitive advantage of co-ions (Na+, K+, etc.) increases gradually. Due to the variation in migration rates, the co-ion transfer is accelerated [24]. Meanwhile, as the concentration of H+ and SO42− in the concentrate solution arises, the reverse ion leakage (back diffusion of ion from concentrate to dilute compartment) is increased gradually. All of these factors result in an increase in H+ relative energy consumption [25].
With the repeated batch running, as shown in Figure 2f, the instantaneous H+ relative energy consumption increases gradually. For instance, the H+ relative energy consumption increased from 0.07 Kw·h/mol (1st batch) to 0.56 Kw·h/mol% (10th batch) at the 36th min, and from 1.07 Kw·h/mol (1st batch) to 1.40 Kw·h/mol (10th batch) at the 90th min, respectively. The increased H+ relative energy consumption could also be explained by a progressive fouling of the ion-exchange membranes.
In short conclusion: (1) More than 99% of acid can be removed from CAH in this work. (2) A non-negligible membrane fouling occurred during the ED process and was aggravated by the repeated batch running. (3) The performance of this ED apparatus declined, and correspondingly, the energy consumption increased.

3.2. Analysis of CAH Component

The CAH specifications before and after the ED process are listed in Table 4. The ED process affected the CAH properties. Throughout the ED process, H+ and SO42− ions migrated from the dilute to the concentrate compartment. As a result, the pH of the CAH liquor rose from 1.24 to 3.29, and more than 99% of acid was removed. The conductivity of CAH decreased from 18.04 mS/cm to 1.05 mS/cm. Besides H+ and SO42- ions, the migration of co-ions (Na+, K+, etc.) contributed to the decrement of conductivity. Especially in the last part of the ED process, as the variation in the migration rate increased, a greater proportion of co-ions migrated from the dilute to the concentrate compartment [24].
Notably, the FA, p-CA, and protein contents of CAH liquor decreased during the ED process (Figure 3). After the ED process, about 90% of protein, 70% of FA, and 80% of p-CA disappeared from the CAH liquor. As the CEM and AEM membranes are dense and compact, it is hardly possible for them to migrate to the concentrate compartment. According to the mass conservation law, there are only two possibilities: (a) precipitation from the CAH liquor; (b) adsorption to the surface of membranes.

3.3. The ζ-Potential Variations of CAH

It is the basic principle of colloidal chemistry that an electrical double layer (the Helmholtz layer and an extended diffuse layer) around a charged surface reflects the specific properties of the counter-ions and the nature of the colloidal interface [26]. The zeta potential of colloidal particles is an indicator of the surface charge, which is estimated based on the electrophoretic mobility in the electric field and represents the stability of the colloidal particles or interfaces [27]. Hence, the zeta potential of colloidal particles is an important factor affecting electrodialysis performance and provides valuable information for the prediction of fouling potentials. The electrokinetic properties of colloidal particles are affected by the solution pH, which is observed in electrophoretic mobility measurements. As the deacidification proceeded, the pH increased. The zeta potentials of CAH as a function of pH are presented in Figure 4. At the beginning of the ED process, the CAH is pellucid. The initial value of zeta potential is about 3 mV, which means the surface charge of colloidal particles in CAH is weakly positive. The colloidal particles of CAH are relatively stable, as the electrical double-layer repulsion between the colloidal particles avoids particle aggregation. With the run of the ED process, the acid (H+ and corresponding anion) was removed, and the pH was increased from 1.1 to 3.4. The zeta potential of colloidal particles in CAH changed from a positive value to a negative value and reached the isoelectric point (IEP) at pH 2.3, approximately. During this ED process, the proton (H+) on the surface of colloidal particles is successively desorbed and removed, which leads to electrical double-layer repulsion and particle aggregation. The CAH liquor loses its colloidal stability and becomes cloudy.
Based on the zeta potential analysis, it can be concluded that some colloidal particles, which have a positively charged surface, become unstable, and isoelectric point precipitation of colloidal particles occurs during the ED process. The aggregation of colloidal particles depends on several factors, including temperature, electrolyte concentration, and pH. For commercially available softwood kraft lignin in diluted alkaline solutions, the electrokinetic properties of lignin particles are affected by the solution pH values [28]. The components of precipitates are mainly lignin and protein; their colloidal stability is possibly decreased with deprotonation. This will be discussed further in the next section.

3.4. Membrane Surface Analysis for Fouling Identification

The morphology of the membrane’s surface was analyzed by means of microscopic observation. SEM images of CEM and AEM in three states (fresh, fouled, and washed) are shown in Figure 5, along with the corresponding EDS. The sides of the CEM and AEM surfaces that are directly contacted with the CAH liquor were fouled. Only these sides were measured. The other sides of both membranes that are contacted with the concentrate presented a clean surface and had no obvious fouling or alteration. Both the fresh CEM and AEM membranes presented a clean surface in the image at 250× magnification. By contrast, after the ED process, a noticeable deposition layer was formed on the surface of both membranes. After the cleaning process, the deposited layer has been removed thoroughly, shown as a clean membrane.
In addition, from the EDS analysis, compared with the fresh CEM, even more oxygen and nitrogen constituted the fouling layer of the CEM. After the ED process, the O/C ratios of the CEM fouling layer increased from 43% to 60%, and the N/C ratios of the CEM fouling layer increased from 21% to 27%. After the cleaning process, the ratios fall back correspondingly. Similar to the AEM, after the ED process, the O/C ratios of the AEM fouling layer increased from 8% to 43%, and the N/C ratios of the AEM fouling layer increased from 28% to 39%. After the cleaning process, the ratios fall back correspondingly. Thereby, it can be presumed that this membrane was slightly affected by the fouling phenomenon.

3.5. Analysis of Membrane Foulant

To identify the chemical components of the membrane foulant, the classical Soxhlet extraction was performed with pure acetone as the extractant (liquid-to-solid ratio = 100:1; operating temperature: 62 °C; operating time: 24 h). Subsequently, the extract and raffinate of membrane foulant were freeze-dried to remove the solvent.
FTIR was used to contrastively analyze the three samples (a: original membrane foulant; b: raffinate of membrane foulant; and c: extract of membrane foulant), and the spectra are shown in Figure 6 and Table 5. All samples show the typical spectral bands (1604, 1515, 1453, 1430, and 1270 cm−1) that represented the aromatic regions of lignin, which indicates the predominance of lignin in membrane foulant [29]. Compared with the original membrane foulant (A), the intensity of the corresponding lignin signals of extract (C) is significantly increased, and the corresponding value of raffinate (B) is slightly decreased. This could be explained by the fact that the lignin could be dissolved by pure acetone in the Soxhlet extraction process, but the protein hydrolysate is insoluble in pure acetone. Therefore, a major part of the lignin was transferred to the extract (C). There are no other lignin signals in the spectra of the extract (C). And in the spectra of raffinate (B), the intensity of the spectral band at 1655 cm−1, which is assigned to the α-helix (amide I peak) structure of proteins, increased abruptly [30]. This proves the existence of proteins in the membrane foulant. This spectral change was due to the fact that the removal of lignin raised the content of proteins in the membrane foulant. The amide I peak is the most prominent peak in the protein spectrum and can be attributed to the α-helical component of the secondary structure [31]. Noticeably, after the long Soxhlet extraction, the lignin signals are still dominant in the spectra of raffinate (B). It may be concluded that strong chemical bonding, such as covalent linkage, excited between the residual lignin and protein. It has been reported that lignin could cross-couple with the side chain of amino acids, thereby creating covalent bonds between lignin and proteins [32].
Furthermore, the component that has been transferred to extract (C) was inferred to be a mixture of protein and residual lignin with weakly interactions. During the acid hydrolysis process, the predominant reaction of lignin is the cleavage of the β-aryl ether band, which is the most abundant interunit linkage in lignin. The cleavage of the β-aryl ether band significantly decreases the mean molecular weight of lignin and increases its solubility as well as the content of phenolic hydroxyls in the acid hydrolysate. The soluble lignin can produce adsorption sites for protein through hydrophobic, electrostatic, and hydrogen bonding interactions.
Moreover, the spectral bands at 1701, 1170 cm−1 are assigned to the C=O in ester groups; the spectral band at 1032 cm−1 is assigned to the glycosidic linkages (C-O-C) stretching, implying that the saccharides and lignin co-existed [33]. Combined with the conclusion of HSQC, it can be concluded that the LCCs are one main form of lignin in membrane foulant, which is consistent with the current literature [34]. However, the direct assessment of structural changes at the molecular level of membrane foulant cannot be achieved only by using FTIR spectra because of the heterogeneous nature of plant materials and the complicated reaction process.
The HSQC technique provided important information about the structural characteristics and the distribution of chemical linkages in the membrane foulant [35]. The HSQC spectra of the membrane foulant are presented in Figure 7. The main assigned peaks are illustrated in Table 6 by comparison with literature data [36], and the main substructures are depicted in Figure 7. We can clearly distinguish the signals of methoxyls groups (-OCH3, δC/δH 55.7/3.74), guaiacyl units (G, δC/δH: G2 111.9/6.68, G5 115.1/6.67, G6 119.0/6.68), p-hydroxyphenyl units (H, δC/δH: H2,6 127.9/7.05), p-coumarate (p-CA, δC/δH: p-CA2, 6 130.3/7.54, p-CAa 145.1/7.57, p-Caβ 113.8/6.29) and ferulate (FA, δCH: FA2 111.2/7.33, FA6 123.2/7.12, FAa 145.1/7.57) as their Ca-Ha correlation signals, respectively. The structures of lignin composition are shown in Figure S1. The methoxyl groups coupling with aromatic groups are a useful diagnostic feature in identifying substructures of lignin. During the lignin biosynthesis process, lignin forms a variety of linkages with carbohydrates (cellulose and hemicellulose). The main types of native LCC linkages are believed to be phenol glycoside linkages (PhGlc), benzyl esters linkages (γ-Ester), and benzyl ethers linkages (BE) (Figure S1) [37]. Three typical linkages of LCC have been observed, including phenol glycoside (PhGlc, δC/δH:102.1/4.96) linkages, γ-Ester (Est, δC/δH:65.1/4.16) linkages, and carbohydrate structures (α-(1→3)-L-arabinofuranoside, δCH: Ara3 77.1/3.66, Ara2 82.4/3.73) in the HSQC spectra. Notably, the signals of benzyl ethers (BE) disappeared, suggesting that benzyl ether linkages (BE) were mostly cleaved during the hydrolysis process. This is the first time that the complex hydrolysis process has been revealed. Moreover, various signals from the associated carbohydrates could also be found in the HSQC spectra. The absence of inter-units indicates that membrane foulant was only a mixture of small molecules (lignin) rather than a polymer complex, which is consistent with the GPC results (see below).
After the removal of the protein, the molecular weight of the foulant was also analyzed using GPC (Figure S2). The Mn of the foulant is 798 Da in DMSO. Considering the molecular weight scale of carbohydrate monomers (glucose: 180.16) and phenolic acid monomers (ferulic acid: 194.18), the membrane foulants are possibly LCCs with a small molecular weight.
Lemaire et al. performed ED deacidification to purify pentose and adapted an ultrafiltration unit to remove macromolecules such as protein and lignin [12,13]. In this work, we confirmed the molecular structure and molecular weight of membrane foulant for the first time. We suggested that the fouling could be mitigated when the pH value is controlled below the IEP.

3.6. Proposed Fouling Mechanisms

According to the FTIR and HSQC analyses of membrane foulant, combined with the zeta potential result of CAH, a postulated membrane fouling mechanism is put forward in our work (Figure 8). It is well known that the stability properties of colloidal particles are affected by the solution pH values. As discussed in Section 3.3, the zeta potential of colloidal particles is an indicator of the surface charge, which is estimated based on the electrophoretic mobility in the electric field and represents the stability of the colloidal particles. During the whole deacidification process, the sulfuric acid in CAH was transported to the concentrate compartments. As a result, the pH was continuously increased from 1.1 to 3.4, the zeta potential of colloidal particles in CAH changed from a positive value to a negative value, and it reached the isoelectric point (IEP) at pH 2.3. Therefore, it can be divided into four stages.
At the initial stage (deacidification), it is mainly the acid transport process. The proton (H+) ions were transported from CEM, while the corresponding anions (SO42+ and so on) were transported from AEM. Subsequently, with the loss of proton ions in the bulk solution, the proton (H+) ions on the charged surface of colloidal particles were dissociated into the solution [12,13]. As the zeta potential approaches zero, the colloidal stability of the colloid particles gradually decreases, as shown in Figure 8a.
At the second stage (hydrophobic interactions), the zeta potential reaches zero, and the double layer of colloidal particles is compressed down to the threshold. Due to the inter-molecular hydrophobic interactions, the repulsive forces between the colloidal particles reduce and attractive forces become dominant, resulting in the self-aggregation of the colloidal particles, as shown in Figure 8b [18,28,38].
At the third stage (electrostatic interactions), with the further increase in pH, the zeta potential of colloidal particles in CAH changes to a negative value. The surface charge of colloidal particles becomes negative. According to the above-mentioned FTIR and HSQC analyses of membrane foulants, they are rich in carboxylic and phenolic groups (in the form of FA and p-CA). Part of them become gradually dissociated at the higher pH level. This is supposed to be one of the crucial reasons that the zeta potential changes to a negative value. The negatively charged colloidal particles near the AEM began to precipitate at the surface due to the electrostatic interactions, as shown in Figure 8c.
At the fourth stage (deterioration), with the further increase in pH, the zeta potential drops slowly. In the electric field, all the negatively charged colloidal particles move towards the AEM, and the self-aggregation deteriorates further. The colloidal nuclei develop in size and number, and the deposits that form on the AEM surface severely obstruct the exchange interface of ions, and ultimately the whole room of dilute compartments is jammed by the colloidal nuclei, which adhere to the surfaces of spacers and CEM, as shown in Figure 8c. It can be proven by the photograph of fouled membrane components (Figure 9). Meanwhile, the performance of this ED apparatus declined, and correspondingly, energy consumption increased seriously.

4. Conclusions

The selected commercial IEMs show excellent performance in this ED process; a deacidification ratio of 99% has been realized. At the same time, membrane fouling occurred during the ED process and aggravated with the repeated batch running.
For the first time, we observed the formation of deposit layers on the surfaces of both anion and cation exchange membranes, which were in direct contact with the acid hydrolysate solution during the ED process. The membrane foulants are mostly composed of hydrolysates of protein and lignin.
For the first time, the LCCs were reported as membrane foulants in the ED process. We found that: (1) the lignin component of the membrane foulant is in the form of LCCs; (2) p-CA and FA are cross-linked with carbohydrate through the phenol glycoside (PhGlc) linkages and γ-Ester (Est) linkages; (3) a strong chemical bonding, possibly a covalent linkage, existed between the lignin and protein in the foulant; and (4) during the ED process, the zeta potential of colloidal particles in CAH changed from a positive value to a negative value, and an IEP around pH 2.3 was reached.
Based on the nature of membrane foulant, a proposed fouling mechanism for this ED process was discussed in this work. According to the fouling mechanisms, throughout the ED process, the pH of the CAH gradually increased, which decreased the solubility of colloidal particles. Destabilized colloidal particles started to self-aggregate and form deposits on the membrane surface (firstly AEM). Over time, these deposits covered the surface of AEM, and ultimately the whole room of dilute compartments, including the surface of CEM, was jammed by the colloidal nuclei.
In the end, a suggestion should be given to the lignocellulose biorefinery industry: the endpoint of the deacidification process should be lower than the IEP, aiming to avoid serious membrane fouling. Moreover, the post-treatment method (flocculation and ultrafiltration technology) can be tested to remove the colloidal particles. Based on the understanding of fouling mechanisms, an integrated ED process, combined with flocculation and ultrafiltration technology, will be designed in future work.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/membranes13030256/s1, Figure S1. H, G, S, p-CA and FA composition in the lignin polymer, and linkages between lignin and carbohydrate including PhGlc and γ-Ester.p-hydroxyphenyl units (H); guaiacyl units (G); etherified syringyl units (S); p-coumarate (p-CA); ferulate (FA); phenol glycoside (PhGlc); benzyl esters linkages (γ-Ester); Figure S2. Measurement of molecular weights of membrane foulant by gel permeation chromatography (GPC). The eluent was DMSO. Detection was achieved with a Knauer differential refractive index detector (RID).

Author Contributions

Conceptualization, H.L.; data curation, X.L. (Xitao Luo), X.L. (Xiangfeng Liang) and H.L.; writing–original draft preparation, X.L. (Xitao Luo); writing–review and editing, Q.S.; visualization, X.L. (Xitao Luo) and L.S.; supervision, H.L. and X.L. (Xiangfeng Liang); project administration, Q.S.; funding acquisition, X.L. (Xiangfeng Liang) and Q.S. All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported by Shandong Energy Institute (No. SEI I202144, No. SEI I202133), and innovation funding of QIBEBT (No. I201917).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The article does not contain new data.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Schematic representation of the ED applied to electrochemical deacidification of CAH. C: CEM, A: AEM.
Figure 1. Schematic representation of the ED applied to electrochemical deacidification of CAH. C: CEM, A: AEM.
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Figure 2. Evaluation parameters of ED system during the electrochemical deacidification of CAH. (a) pH, (b) global system resistance, (c) deacidification ratio, (d) H+ relative energy consumption, (e) instantaneous deacidification rate, (f) instantaneous H+ relative energy consumption.
Figure 2. Evaluation parameters of ED system during the electrochemical deacidification of CAH. (a) pH, (b) global system resistance, (c) deacidification ratio, (d) H+ relative energy consumption, (e) instantaneous deacidification rate, (f) instantaneous H+ relative energy consumption.
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Figure 3. Evaluation of protein and phenolic acids contents of CAH during ED deacidification process ((a): protein; (b): phenolic acids).
Figure 3. Evaluation of protein and phenolic acids contents of CAH during ED deacidification process ((a): protein; (b): phenolic acids).
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Figure 4. Evaluation of zeta potential as a function of pH for CAH liquor during ED deacidification process.
Figure 4. Evaluation of zeta potential as a function of pH for CAH liquor during ED deacidification process.
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Figure 5. The SEM electron micrographs with EDS of CEM and AEM membranes in three states (fresh, fouled, and washed).
Figure 5. The SEM electron micrographs with EDS of CEM and AEM membranes in three states (fresh, fouled, and washed).
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Figure 6. The FTIR spectra of membrane foulant.
Figure 6. The FTIR spectra of membrane foulant.
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Figure 7. The 2D-HSQC NMR spectra of membrane foulant. The cross-signals assigned in the NMR spectra are listed in Table S2 of the Supplementary Material.
Figure 7. The 2D-HSQC NMR spectra of membrane foulant. The cross-signals assigned in the NMR spectra are listed in Table S2 of the Supplementary Material.
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Figure 8. Proposed fouling mechanism of AEM and CEM during electrodialysis deacidification. (a) deacidification; (b) hydrophobic interactions; (c) electrostatic interactions; (d) deterioration.
Figure 8. Proposed fouling mechanism of AEM and CEM during electrodialysis deacidification. (a) deacidification; (b) hydrophobic interactions; (c) electrostatic interactions; (d) deterioration.
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Figure 9. Photograph of fouled membrane components.
Figure 9. Photograph of fouled membrane components.
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Table 1. Physic-chemical properties and composition of the CAH feedstock.
Table 1. Physic-chemical properties and composition of the CAH feedstock.
ItemValueUnit
Brix7.8%
pH1.1
Conductivity17.24mS/cm
OD4202.2
Glucose3.57g/L
Xylose47.53
Arabinose4.26
Sodium355.0mg/L
Potassium473.8
Magnesium39.4
Calcium98.5
Chlorure159.4
Sulfate3935.7
Table 2. The main characteristics of AEM and CEM used in this study.
Table 2. The main characteristics of AEM and CEM used in this study.
Membrane TypeAEMCEM
Membrane codeTWEDA1TWEDC1
Thickness/wet (µm)40–5040–50
IEC a (ion exchange capacity, mmol/g)0.90–1.100.90–1.10
Area resistance b (Ω·cm2)≤2.5≤3.3
Water uptake c (%)15–2015–20
Transport number d≥0.98≥0.97
The data were collected from the product brochure provided by manufacturers. a Ion exchange capacity test conditions: relative to the dry membranes, 25 °C; b area resistance of AEM and CEM was measured as Cl and Na+ form in 0.5 mol/L NaCl at 25 °C, respectively; c water uptake was determined by weight ratio of absorbed water to membrane dry weight; d transport number of AEM and CEM was measured as Cl and Na+ form in 0.5 mol/L and 0.1 mol/L NaCl solution at 25 °C, respectively.
Table 3. Applied operational conditions during electrochemical deacidification method.
Table 3. Applied operational conditions during electrochemical deacidification method.
Operational ConditionsData
Number of operating units4
Re-circulation flow rate0.7 L/min
Applied current density64.33 A/m2
Effective membrane surface area0.0187 m2
Initial volume of each solution2 L
Operational temperature25 °C
Initial Na2SO4 concentration0.1 mol/L
Initial pure water≥18.2 MΩ·cm
Table 4. Characteristics of the examined CAH liquor.
Table 4. Characteristics of the examined CAH liquor.
CharacteristicsBefore EDAfter ED
pH1.24 ± 0.013.29 ± 0.06
Conductivity(mS/cm)18.04 ± 0.461.05 ± 0.04
Protein (mg/L) *76.268.09
FA (mg/L) *87.5225.92
p-CA (mg/L) *41.247.91
* The samples of 2nd batch experiment were chosen for the analysis of protein and phenolic acid contents.
Table 5. Peak assignment of FTIR spectra of membrane foulant.
Table 5. Peak assignment of FTIR spectra of membrane foulant.
Maxima at cm−1, AbsorbanceChemical GroupBand Assignment
835S unitsC–H out of plane at positions 2 and 6 of in etherified syringyl units (S units)
1032Glucosidic bondsC–O–C stretching
1170C=O in ester groups of lignin unitsS ring+G ring condensed (G ring substituted at position 5) C–C, C–O, C=O stretching; G condensed>G etherfied; aromatic C–H in-plane deformation; typical for G units; primary OH
1227C-C, C-O, and C=O bondsS ring + G ring condensed (G ring substituted at position 5) C–C, C–O, C=O stretch; G condensed>G etherfied; aromatic C–H in-plane deformation; typical for G units; primary OH
1270C=O bondC=O stretching
1365Aliphatic C–H in CH3 not in OCH3;
phenolic OH
aliphatic C–H stretching in CH3 not in OCH3; phenolic O–H stretching
1430Aromatic skeletalaromatic skeletal vibrations combined with C–H in-plane deformation
1463Aromatic skeletalC–H deformation
1515Aromatic skeletalaromatic skeletal vibrations G>S
1604Aromatic skeletalvibration of aromatic skeletal; C6-point double bond O stretch; S>G, G condensed>G etherified
1655Amide I peakα-helix
1701Ester groupC=O stretching
2840Methylene groupC–H stretching
2938Methyl group
Table 6. Peak assignment of HSQC spectra of membrane foulant.
Table 6. Peak assignment of HSQC spectra of membrane foulant.
LabelsδCHAssignment
-OCH355.7/3.74C–H in methoxyls
γ-Ester65.1/4.16γ-Ester linkages in LCC
Ara377.1/3.66C3–H3 in α-(1→ 3)-L-arabinofuranoside
Dβ79.6/4.01Cβ’-Hβ’ in spirodienone substructures(D)
Ara282.4/3.73C2–H2 in α-(1 → 3)-L-arabinofuranoside
PhGlc102.1/4.96Phenyl glycoside linkages in LCC
S2, 6104.9/6.26C2, 6-H2,6 in etherified syringyl units (S)
S’2, 6107.2/6.79C2, 6-H2,6 in etherified syringyl units (S’)
FA2111.2/7.33C2–H2 in ferulate (FA)
G2111.9/6.68C2–H2 in guaiacyl units (G)
p-CAβ113.8/6.29Cβ–Hβ in p-coumarate (p-CA)
G5115.1/6.67C5–H5 in guaiacyl units (G)
G6119.0/6.68C6–H6 in guaiacyl units (G)
FA6123.2/7.12C6–H6 in ferulate (FA)
H2,6127.9/7.05C2, 6-H2,6 in p-hydroxyphenyl units (H)
p-CA2, 6130.3/7.54C2, 6-H2,6 in p-hydroxyphenyl units (H)
p-CAa, FAa145.1/7.57Ca-Ha in p-coumarate (p-CA) and ferulate (FA)
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MDPI and ACS Style

Luo, X.; Sun, L.; Shou, Q.; Liang, X.; Liu, H. Electrodialysis Deacidification of Acid Hydrolysate in Hemicellulose Saccharification Process: Membrane Fouling Identification and Mechanisms. Membranes 2023, 13, 256. https://doi.org/10.3390/membranes13030256

AMA Style

Luo X, Sun L, Shou Q, Liang X, Liu H. Electrodialysis Deacidification of Acid Hydrolysate in Hemicellulose Saccharification Process: Membrane Fouling Identification and Mechanisms. Membranes. 2023; 13(3):256. https://doi.org/10.3390/membranes13030256

Chicago/Turabian Style

Luo, Xitao, Lingling Sun, Qinghui Shou, Xiangfeng Liang, and Huizhou Liu. 2023. "Electrodialysis Deacidification of Acid Hydrolysate in Hemicellulose Saccharification Process: Membrane Fouling Identification and Mechanisms" Membranes 13, no. 3: 256. https://doi.org/10.3390/membranes13030256

APA Style

Luo, X., Sun, L., Shou, Q., Liang, X., & Liu, H. (2023). Electrodialysis Deacidification of Acid Hydrolysate in Hemicellulose Saccharification Process: Membrane Fouling Identification and Mechanisms. Membranes, 13(3), 256. https://doi.org/10.3390/membranes13030256

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