1. Introduction
Membrane-based processes are increasingly adopted in drinking water treatment as utilities seek more reliable solutions for managing the growing variability of surface water quality. Conventional treatment systems relying on coagulation, flocculation, sedimentation and granular media filtration often encounter operational challenges when raw water exhibits elevated turbidity, rapid fluctuations in natural organic matter (NOM) or increased microbial loading. Under such conditions, conventional processes may struggle to consistently achieve target water quality, which has accelerated the incorporation of low-pressure membrane technologies into modern treatment trains [
1,
2]. Microfiltration (MF) and ultrafiltration (UF) provide an effective barrier to particles and microorganisms and can maintain stable effluent quality under dynamic surface water conditions. However, their broader implementation continues to be constrained by membrane fouling, which reduces permeability, increases operational pressure and shortens membrane lifespan. Among the various types of fouling, NOM is widely recognized as the dominant contributor in surface water treatment. In practice, membrane fouling is primarily governed by the dissolved fraction of NOM, referred to as dissolved organic matter (DOM), which can readily interact with membrane surfaces and is therefore the main focus of this study. DOM comprises a heterogeneous mixture of humic substances, polysaccharides, proteins and biopolymers whose molecular size distribution, hydrophobicity and charge govern their interactions with membrane surfaces. These physicochemical characteristics determine their propensity for pore blocking, adsorption and cake layer formation during filtration [
3,
4,
5]. Even relatively low concentrations of certain DOM fractions can lead to significant and often persistent reductions in membrane performance, underscoring the need for effective pretreatment strategies.
Activated carbon adsorption has long been considered a promising approach for reducing dissolved organic matter loading prior to membrane filtration. Powdered activated carbon (PAC), in particular, has received considerable attention due to its high surface area and broad affinity for organic compounds. PAC is capable of adsorbing humic substances, biodegradable organics and a wide range of micropollutants, thereby lowering the concentration of potential foulants entering membrane modules [
6,
7]. PAC has been integrated into membrane systems through several configurations, including direct addition to the feed water and hybrid PAC and membrane processes [
8,
9,
10,
11]. More recent research has shown that pairing PAC with ceramic MF membranes can enhance treatment capacity and improve operational sustainability [
12]. In addition, recent studies have demonstrated that PAC and membrane hybrid systems can improve organic matter removal and stabilize filtration under drinking water treatment conditions [
12]. However, most of these studies primarily focus on overall filtration performance or treatment capacity, while the influence of PAC material properties on fouling development is rarely examined in detail [
12]. Despite these advantages, direct PAC addition also has notable drawbacks. PAC particles accumulate on membrane surfaces together with suspended solids, forming a compact mixed cake layer that exhibits high hydraulic resistance. This accumulation can diminish the intended benefits of adsorption and accelerate flux decline, particularly when treating water containing elevated particulate matter or high molecular weight DOM.
Compared with conventional PAC dosing directly into the feed water, PAC pre-coating aims to localize adsorption and fouling at the membrane surface rather than within the bulk suspension. This configuration can enhance contact efficiency between PAC and dissolved organic matter while avoiding PAC dispersion throughout the treatment system. In contrast to coagulation and membrane processes, PAC pre-coating does not rely on chemical destabilization of particles but instead targets dissolved organic fractions through adsorption. However, the formation of a PAC layer inevitably introduces additional hydraulic resistance and raises practical questions related to layer compaction, renewal, and cleaning frequency. These considerations highlight an inherent trade-off between improved water quality and filtration stability versus increased resistance, which remains insufficiently addressed in existing studies. Pre-depositing or pre-coating PAC onto membrane surfaces has been shown to improve permeability stability compared with conventional PAC mixing in drinking water related membrane systems [
13]. Systematic evaluation of PAC pre-coating in drinking water applications has remained limited, largely due to the experimental complexity associated with controlling coating parameters, the diversity of PAC material properties, and the difficulty of isolating coating effects from hydrodynamic and water quality variations. While these findings demonstrate the potential advantages of PAC pre-coating, existing studies are typically restricted to a single PAC type or a narrow range of operating conditions, and systematic evaluations of key PAC parameters such as particle size distribution and coating weight remain limited [
13]. PAC particle size is expected to influence both adsorption kinetics and the physical structure of the pre-coated layer. Smaller particles provide higher external surface area and shorter diffusion paths, which can enhance adsorption of aromatic and high-molecular-weight DOM. At the same time, finer particles tend to form denser and more compressible coating layers, potentially increasing hydraulic resistance and susceptibility to compaction. In contrast, larger particles may form more porous layers with lower resistance but reduced adsorption efficiency. Understanding this size-dependent balance is therefore essential for optimizing PAC pre-coating performance. Another unresolved issue reported in PAC pre-coating studies is the trade-off between enhanced dissolved organic matter removal and increased hydraulic resistance. From a practical perspective, this trade-off implies that PAC pre-coating may improve filtration stability at the expense of higher initial resistance, and the handling, renewal, or removal of the PAC layer may introduce additional operational complexity in full-scale applications. Finer PAC particles and higher PAC loadings are generally associated with improved adsorption efficiency but may also form compact and compressible cake layers that increase filtration resistance [
14,
15,
16]. Although improved flux stability has been reported in PAC-assisted membrane filtration for drinking water, resistance development is often discussed qualitatively without linking it to changes in DOM composition. Pre-coating may delay pore blockage, reduce the rate of fouling progression and stabilize flux during filtration. Recent investigations in gravity-driven membrane systems have shown that pre-deposited PAC can provide more stable permeability than PAC mixed directly with feed water, particularly under conditions of moderate DOM loading [
13]. Despite these promising observations, systematic evaluations of PAC pre-coating remain limited. Existing studies have not fully clarified how the PAC layer evolves during filtration, how it interacts with DOM of varying characteristics or how these interactions influence the development of membrane fouling. Furthermore, practical considerations such as optimal coating weight, hydraulic loading and operational consistency require further understanding before PAC pre-coating can be advanced toward full scale implementation.
From an operational perspective, the applicability of PAC pre-coating depends on the stability of the coating layer under continuous operation, as well as strategies for layer renewal, relaxation, or removal during cleaning. Although such aspects are often discussed as future work, they should be motivated by a mechanistic understanding of how PAC layers interact with different DOM fractions. In this study, DOM characterization was conducted using DOC, UV260, fluorescence-EEM peak analysis, and high-performance size exclusion chromatography (HPSEC), which together capture bulk concentration, aromaticity, and molecular weight distribution. While these approaches do not resolve detailed hydrophobic–hydrophilic fractions or specific functional groups, they are sufficient to identify DOM components most relevant to membrane fouling and adsorption behavior.
This study investigates the performance of microfiltration membranes pre-coated with powdered activated carbon for the treatment of surface water. Specifically, two PAC types, three particle size fractions, and multiple coating weights were systematically evaluated to elucidate their combined effects on dissolved organic matter removal and filtration performance. By integrating multi-index DOM characterization (DOC, UV260, fluorescence-EEM, and molecular weight distribution) with filtration resistance analysis and membrane morphology observation, this study aims to clarify the resistance–removal trade-off associated with PAC pre-coating. The results provide mechanistic insights into how PAC layer properties govern adsorption behavior and fouling development, thereby supporting more rational selection of PAC pre-coating conditions for membrane pretreatment. From a sustainability standpoint, controlling the location and nature of fouling is as important as reducing overall resistance. Transferring fouling from the membrane surface to a manageable pretreatment layer may contribute to long-term operational stability, extended membrane lifespan, and reduced maintenance intensity.
2. Materials and Methods
This study employed a combination of controlled laboratory scale microfiltration experiments and detailed water quality analyses to evaluate the effects of powdered activated carbon pre-coating on membrane fouling behavior. The experimental design consisted of four integrated components: characterization of raw water, preparation and fractionation of PAC, membrane filtration under hydraulic conditions and quantification of dissolved organic matter removal. Each component was selected to isolate variables that are known to influence PAC and membrane interactions, such as PAC particle size range, carbon loading and DOM composition, thereby ensuring that the observed differences in membrane performance could be attributed to the experimental conditions. All measurements and operational procedures were conducted under strictly controlled conditions to enable reproducibility and allow direct comparison between treatments.
2.1. Raw Water
The Nagara River was selected as the raw water source because it represents a typical surface water body in Japan with naturally low turbidity. To minimize the influence of suspended solids and ensure that the experiments primarily examined the behavior of dissolved organic matter, all samples were passed through 0.2 µm cellulose acetate membranes prior to use. This pretreatment was applied to isolate the effects of dissolved and colloidal organic matter on PAC pre-coating performance under low-turbidity conditions and was not intended to fully represent particulate-rich surface waters encountered in full-scale operation. The water quality of raw water was shown in
Table S1 of Supplementary Material. This pretreatment approach is consistent with previous studies examining the role of dissolved organic components in membrane fouling [
3,
4]. After filtration, the water was stored at 4 °C to preserve its chemical characteristics before the experimental procedures were conducted.
2.2. PAC
Two commercially available powdered activated carbons were selected to compare the effects of carbon type on membrane performance. PAC1 is a wood-based steam-activated carbon commonly applied in drinking water treatment plants in Japan, whereas PAC2 is a coal-based product. Their physicochemical properties and elemental compositions are summarized in
Table 1. PAC characteristics, including pore structure and surface chemistry, are known to influence adsorption behavior and interactions with natural organic matter [
6], which justifies the comparison between two PAC types.
Both PAC were separated into three particle size fractions using stainless steel sieves to investigate the influence of particle size on coating structure and membrane performance. The size ranges of PAC were 22–44 µm, 44–63 µm and 63–88 µm, as shown in the distributions in
Figure 1. The difference between the two distributions reflects the intrinsic characteristics of the PAC materials, as the wood-based PAC1 exhibits a broader and more gradually varying particle size distribution, whereas the coal-based PAC2 shows a more concentrated distribution with a dominant fraction, resulting in distinct weight and cumulative percentage profiles. Each PAC fraction was washed with Milli-Q water to remove fine particles that may lead to pore blocking or dense cake formation, procedures aligned with findings that fines can strongly influence PAC layer permeability [
15].
Washed PAC samples were subsequently dried in an oven (DX600, Yamato Co., Ltd., Tokyo, Japan).
The coating weight applied to the membrane surface was controlled by filtering predetermined amounts of PAC suspensions prepared in pure water. Target coating weights were 0, 0.6, 1.2 and 2.4 mg/cm
2 PAC per membrane area. All pre-coated PAC conditions are shown in
Table 2. PAC suspensions were stored at 4 °C prior to use to maintain stability and prevent microbial alteration of carbon surfaces.
2.3. Membrane Filtration Experiments
All membrane filtration experiments were carried out using hydrophilic polyvinylidene difluoride (PVDF) microfiltration membranes (Merck Millipore Ltd., Burlington, MA, USA) with a nominal pore size of 0.1 µm. The membranes had an overall diameter of 4.7 cm and an effective filtration diameter of 3.7 cm when secured within the filtration cell, corresponding to an effective filtration area of 10.7 cm2. Prior to each experiment, membranes were soaked in deionized water overnight to eliminate trapped air and ensure uniform wettability.
PAC pre-coating was performed by filtering a predetermined volume of PAC suspension through the membrane under the same dead-end filtration configuration used for subsequent experiments. PAC suspensions were prepared in deionized water at a concentration of 184 mg/L for each particle size fraction. The volume of suspension introduced into the membrane cell was adjusted according to the effective membrane area (10.7 cm2) to achieve target coating weights of 0.6, 1.2, and 2.4 mg/cm2. During the pre-coating process, no mechanical stirring or mixing was applied, allowing PAC particles to deposit naturally onto the membrane surface and form a uniform and stable PAC layer. After completion of the pre-coating step, filtration experiments were initiated immediately using the same membrane cell without disturbing the deposited PAC layer.
Experiments were conducted at 25 °C in a controlled laboratory environment using a dead-end filtration setup consisting of a 1000 mL feed reservoir (RP-1, Advantce Co., Tokyo, Japan), a 70 mL stainless steel membrane cell (UHP43K, Advantce Co., Tokyo, Japan), a filtrate collection vessel and an electronic balance. A constant pressure of 0.1 MPa was supplied using a nitrogen cylinder connected to the reservoir. A schematic illustration of the filtration setup is provided in
Figure S2 of the Supplementary Material. Dead-end configurations of this type are widely adopted in studies evaluating PAC–membrane interactions and fouling behavior [
8,
13].
Batch filtration experiments followed the same configuration. For each run, 800 mL of feed water was filtered, and the time required to collect every 20 mL of filtrate was recorded. Filtrates were collected in 100 mL glass vials for subsequent analyses. A schematic representation of the PAC layer and SEM images of membrane with and without pre-coated PAC are provided in
Figures S3 and S4 of Supplementary Material.
2.4. Analysis
Membrane fouling was quantitatively assessed using the Relative Resistance Index (RRI), which expresses the degree of resistance development relative to the intrinsic resistance of a clean membrane [
17,
18], the RRI was calculated as:
where
is the total resistance during filtration, and
is the clean membrane resistance. The clean membrane resistance was determined by pure water filtration using a new membrane prior to PAC pre-coating under the same operating pressure. During filtration experiments, the total resistance was calculated at each time point based on the measured permeate flux. Both
and
were calculated according to Darcy’s law, which describes laminar flow through a porous medium by using Equation (2):
where
is the transmembrane pressure (0.1 MPa),
is the water viscosity (8.9 × 10
−4 Pa·s at 25 °C), and
(m
3·m
−2·h
−1) is the permeate flux which is computed based on Equation (3) [
19]:
where
(m
3) is the volume of permeate collected during the time interval
T (h), and
(m
2) is the effective filtration area of the membrane (10.7 cm
2 in this study). All flux measurements were conducted at 25 °C to maintain constant water viscosity.
Scanning Electron Microscope (SEM) instrument (SU3500, Hitachi Co., Tokyo, Japan) was used to observe the appearance and cut section of membrane. The adsorption performance of the membrane pre-coated by PAC is evaluated based on the following measurements. Dissolved organic carbon (DOC) was quantified using a total organic carbon analyzer (TOC-L
CPH/CPN, Shimadzu Co., Kyoto, Japan). UV absorbance at 260 nm (UV260) was measured using a UV–Vis spectrophotometer (UV-2600, Shimadzu Co., Kyoto, Japan) to indicate the presence of aromatic organic compounds. Fluorescence excitation–emission matrix (EEM) (RF-5300, Shimadzu Co., Kyoto, Japan) spectroscopy provides multidimensional information and exhibits higher sensitivity for detecting low concentrations of organic matter. The peak-picking method, which is the most basic method for fluorescence component analysis, was used to identify DOM components based on characteristic Ex/Em pairs corresponding to fluorescence peak positions: tyrosine-like (Ex: 220–337 nm, Em: 305–320 nm), tryptophan-like (Ex: 215–237 nm or 237–275 nm, Em: 340–381 nm), fulvic acid-like (Ex: 230–260 nm, Em: 400–480 nm), and humic acid-like (Ex: 320–360 nm, Em: 420–460 nm) [
20].
The molecular weight distribution of the DOM from the water after treatment was analyzed using a high-performance size-exclusion chromatography system (HPSEC) that consisted of a silica chromatographic column (GL-W520-X 10.7 × 450 mm, Hitachi Co., Tokyo, Japan) and a UV260 detector (Model LC-10AV, Shimadzu Co., Kyoto, Japan). The mobile phase containing 0.02 M Na
2HPO
4 and 0.02 M KH
2PO
4 was used as the eluent and was supplied to the column at the constant flow rate of 0.5 mL/min. Calibration was made with standard solution composed of polystyrene sulfonates (PSS) with three different molecular weights of 1430, 4950, and 6530 g/mol [
21]. The combination of DOC, UV260, EEM and HPSEC provided a comprehensive evaluation of the changes in DOM characteristics, which is essential since different DOM fractions have distinct fouling potentials and adsorption behavior [
22]. A schematic flowchart of the experimental design is provided in
Figure S1 of Supplementary Material.
2.5. Statistical Analysis
For each filtration condition, water quality analyses were conducted in duplicate. Results are expressed as mean ± standard deviation (SD). Statistical differences between different PAC types were evaluated using Student’s t-test.
4. Conclusions
This study showed that PAC pre-coating enhanced dissolved organic matter removal and improved the stability of microfiltration performance during surface water treatment. Finer PAC particles, particularly those in the 22–44 μm range, achieved greater reductions in DOC, UV260 absorbance, and humic acid-like components, which corresponded to a slower decline in permeate flux. These results indicate that PAC pre-coating can stabilize filtration performance by intercepting foulant-prone DOM fractions before they reach the membrane surface. At the same time, the formation of a PAC layer inevitably increased the total hydraulic resistance compared with the uncoated membrane. The combined EEM, HPSEC, and SEM results showed that a substantial fraction of the retained DOM accumulated within the PAC layer rather than directly on the membrane surface, indicating that the additional resistance primarily originated from the PAC matrix. Both PAC1 and PAC2 exhibited this protective interception effect despite differences in coating layer structure. These findings highlight a clear resistance–removal trade-off associated with PAC pre-coating, in which improved flux stability does not necessarily correspond to lower overall filtration resistance. The findings of this study could enable more efficient and sustainable urban water supply system operation and management through water quality improvement and process configuration.
The applicability of these findings should be considered in the context of the experimental conditions employed. The use of low-turbidity surface water enabled a focused evaluation of dissolved organic matter interactions with PAC pre-coating layers, facilitating mechanistic interpretation of adsorption and fouling behavior. Moreover, the dead-end filtration configuration and relatively short experimental duration allowed systematic comparison of PAC type, particle size, and coating weight effects under controlled conditions. Future investigations extending these findings to continuous operation, repeated filtration cycles, and waters with higher particulate loadings would further clarify PAC layer stability, regeneration behavior, and fouling reversibility, thereby supporting the translation of PAC pre-coating toward practical and sustainable full-scale applications.