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Article

Pilot-Scale Biological Activated Carbon Filtration–Ultrafiltration System for Removing Pharmaceutical and Personal Care Products from River Water

1
State Key Laboratory of Urban Water Resource and Environment (SKLUWRE), Harbin Institute of Technology, 73 Huanghe Road, Nangang District, Harbin 150090, China
2
School of Engineering, Northeast Agricultural University, 600 Changjiang Street, Xiangfang District, Harbin 150030, China
*
Author to whom correspondence should be addressed.
Water 2022, 14(3), 367; https://doi.org/10.3390/w14030367
Submission received: 6 January 2022 / Revised: 20 January 2022 / Accepted: 24 January 2022 / Published: 26 January 2022

Abstract

:
Biological activated carbon (BAC) biofilter coupling ultrafiltration (UF) is a promising process for the treatment of river water contaminated by pharmaceutical and personal care products (PPCPs). However, the pilot-scale study should be conducted to reveal the long-term removal performance and the respective contributions of BAC and UF. In this study, a BAC-UF system with treatment capacity of 0.16 m3 h−1 was operated for 130 days. The water quality was analyzed in terms of CODMn, UV254, NH4+-N, and PPCPs. The results showed that both BAC and UF were related to the removal of organic matter (CODMn and UV254), achieving the removals of 56.00% and 55.25%, respectively. Similarly, BAC and UF were both relevant to the removal effects of ammonia nitrogen, nitrite, and nitrate. Moreover, the BAC-UF process was featured with a high efficiency in the removal of PPCPs, and the average removal of total PPCPs reached 47.84%, especially anhydroerythromycin, sulfachloropyridazine, sulfadiazine, trimethoprim, and caffeine. Besides, it was found that the BAC unit played a key role in PPCPs removal and the UF unit also degraded them by the biomass on UF membranes. Therefore, this study proved the removal performance of BAC-UF for treating popular pollutants from river water, and the BAC-UF process in this work can be considered as a feasible method of producing clean drinking water.

1. Introduction

Over the last few decades, the risks of pharmaceutical and personal care products (PPCPs) in the aquatic environment have become a worldwide environmental issue [1,2]. The PPCPs catalog includes a variety of chemicals, such as human and veterinary drugs, fragrances, and disinfectants used in personal care products (e.g., soaps, lotions, sunscreens, and body cleaning products), and household chemicals [3,4]. These PPCPs usually appear in waters at trace concentrations, ranging from several ng L1 to thousands of μg L1 [5]. Since discharge of PPCPs degrades water quality, the contaminated water cannot be directly used for potable water and industrial applications [6,7,8]. However, the concentrations and diversities complicate the associated detection and even create challenges for water purification processes. Generally, many PPCPs flow through conventional water treatment processes (the coagulation–sedimentation–sand filter) with little degradation due to the PPCPs with persistency or/and the continuous introduction [9].
Ultrafiltration (UF) as an emerging alternative technology to conventional water treatment processes has been widely used to remove pollutants such as particles, colloids, bacteria, and viruses, thus reducing the risk of water-borne diseases [10]. Size exclusion is considered the primary removal mechanism for the UF. However, in the case of the PPCPs with a small molecular weight (typically < 600 Da), UF membranes also cannot effectively reject these PPCPs, but nanofiltration (NF) and reverse osmosis are able to remove these PPCPs based on the thin-film composite [11,12]. Nevertheless, they play an unnecessary desalination role and are operated with a much higher energy consumption than UF [13]. The combined process with UF may be another promising choice as an alternative to nanofiltration for removing PPCPs in rural areas.
The oxidation process and the adsorption process have been applied to dealing with the risk of PPCPs pollution [14]. The oxidation method exhibited a fast reaction speed and high removal efficiency [15,16]. Borikar et al. [17] investigated the pilot-scale advanced oxidation processes (AOPs) for removing various PPCPs. The results showed the superior removal rates of over 95% involving carbamazepine, fluoxetine, naproxen, gemfibrozil, and ibuprofen. Yang et al. [14] found that UV/chlorine showed a superior removal performance of PPCPs, but disinfection byproducts (DBPs) were formed after chlorination. Actually, the adsorption using powder activated carbon was generally carried out for short-term emergency treatment when PPCPs suddenly increased [18]. Biological activated carbon (BAC) combined the adsorption and biologic degradation and consumed low power energy and chemicals without concern of DBPs production and with no need of frequent updates for activated carbon media. BAC sandwiching slow sand filters can remove more than 93.2% of diethyltoluamide, paracetamol, caffeine, and triclosan [19]. To further reveal the contribution of adsorption and biotransformation in PPCPs removal, Paredes et al. [20] compared BAC biofilters with biological activity and that without biological activity. The biotransformation was critically important to improve the degradation of PPCPs and extend the lifespan of the BAC media. In the BAC biofilters, the biotransformation and adsorption both contributed to the PPCPs removal. The activated carbon adsorbed PPCPs to the surface and interior, where microorganisms were suitable for growth. Under the long-term effect of high-concentration PPCPs, the dominant microorganisms in the biofilter were selected to survive. These microorganisms mostly transformed PPCPs into many segments and even directly mineralized them to CO2 [3,14]. However, the BAC biofilters were colonized by invertebrates and thereby caused microbial leakage out from the conventional purification process, which decreased the microbiological and chemical safety of drinking water quality [21]. Studies have shown that the number of bacteria will be increased significantly along with fine activated carbon particles in the effluent of the BAC process [22]. Besides, these particles can protect bacteria against disinfection [23]. During practical operation, the surviving invertebrates including Rotifers, Copepods, Cladocerans, Oligochaetes, and Nematodes threaten human health as pathogen hosts [24]. As for the operation of BAC biofilters, it needs assistance from other processes to build a barrier for the invertebrates and fine BAC particles.
BAC biofilter coupling UF is a promising process for the treatment of river water contaminated by PPCPs. The BAC biofilter can remove the PPCPs, and then the following UF can reject microorganisms and particles flowing out from the biofilter to ensure the quality of drinking water. The above coupling process makes up for the defects concerning respective operations of the BAC biofilter and UF. However, the current BAC-UF system research focuses on the removal performance with the lab scale. Shanmuganathan et al. [25] confirmed the microfiltration–BAC hybrid system for wastewater reclamation, achieving removal of 45–80% hydrophobic organics and 50–80% hydrophilic organics. The removal of various PPCPs (e.g., diclofenac, trimethoprim, caffeine) ranged from 33% to 92%. Snyder et al. [26] investigated the role of pilot-scale membranes and activated carbon in the advanced treatment of municipal wastewater effluents. Additionally, BAC improved the threshold flux values to a great extent for the UF membranes by reducing the reversible fouling resistance [27]. Although many pilot-scale setups were used to treat secondary wastewater effluent for water reclamation, this type of raw water quality was different from the river water, causing the different potential of biofilm growing. As far as we investigated, the lack of enough attention to long-term pilot study exists. Therefore, in this study, a BAC-UF system was carried out for several months with pilot scale to access the long-term removal performances and the respective contributions of BAC and UF. Besides, the water quality was analyzed from the aspects of CODMn, NH4+-N, and PPCPs.

2. Materials and Methods

2.1. Characteristics of Raw Water

The experimental study was carried out in a rural area. The raw water was withdrawn from a natural river (Foshan, China), which exhibited the typical characteristics of high-level ammonia nitrogen (NH4+-N, mg·L1), chemical oxygen demand (CODMn, mg·L1), and PPCP (mg·L1) contamination. In addition, the quality of raw water is summarized in Table 1.

2.2. Pilot-Scale System

The experiment was performed in the pilot scale, which consisted of a BAC column and a gravity-driven UF system that was operated automatically by a programmable logic controller (PLC). A schematic diagram of the treatment process is shown in Figure 1. The BAC column with 200 mm in effective diameter and 3 m in total effective height, contained 1.6 m of granular activated carbon particles (1.7–4.0 mm, prepared from coconut shell), and 0.3 m of cobble supporting layer. Apart from that, the commercial hollow-fiber modules of the polyvinyl chloride (PVC) UF membrane were provided by Litree Purifying Technology Company (Suzhou, China), and they contained membrane fibers with an effective area of 10 m2 and a molecular weight cutoff of 100,000 Da. Furthermore, all pipes for water flow were made of PVC in the pilot-scale system.

2.3. Experimental Protocols

The natural river water was continuously pumped from a nearby river to a storage tank (Figure 1). The BAC system was fed using the raw water in the storage tank, while the BAC column was operated in an up-flow mode, which maintained 25% expansion of the carbon bed using the flow rate of m3 h−1. In order to reduce the clogging of BAC filter media, a backwash procedure was followed every 7 days, and the details were shown below: the gas scrubbing was firstly performed with the backwash time and intensity of 2 min and 10 L m−2 h−1, respectively, using an air compressor; then, the hydraulic backwashing was adopted with a duration of 1 min and an intensity of 14 L m−2 h−1, accordingly. Other than that, the UF system was carried out in the gravity-driven mode at a constant transmembrane pressure (6.5 kPa) provided by the water level difference between the BAC column and the effluent tank, while the UF process was operated continuously for 40 min and then applied with forwarding flush and backwash both for 1 min separately [26]. Here, it should be noted that the BAC-UF system was operated for 130 days, from spring to summer.

2.4. Analytical Method

Characteristics of the raw water, the BAC column effluent, and the UF permeate were analyzed in this study. Prior to analysis, 0.45-µm cellulose acetate microfiltration membranes (Xingya Purification Material Co., Shanghai, China) were washed by nano-pure water (18 MΩ.cm) and then used to filter water samples. DO concentration and pH values were measured using a multiple handheld meter (Multi 3420, WTW, Munich, Germany). CODMn and UV254 were employed to evaluate removal performance. UV254, representing the unsaturated organic matter such as humic substances, was measured using a UV-visible spectrophotometer (UV-2450, SHIMDZU, Tokyo, Japan). Moreover, the concentrations of NH4+-N and nitrite nitrogen (NO2-N) were determined using a spectrophotometer (722G, JK Co., Shanghai, China) with Nessler’s reagent and diazonium coupling reaction, respectively, whereas the total organic carbon (TOC) and dissolved organic carbon (DOC) concentrations were measured using an automatic total organic carbon analyzer (TOC-L, SHIMDZU, Tokyo, Japan). Before the TOC determination, the samples were mixed using a magnetic stirrer. Besides, the data were evaluated by conducting the IBM SPSS 26 one sample t-test and independent sample t-test.
Target PPCPs were extracted using solid-phase extraction (SPE) and analyzed by high-performance liquid chromatography coupled to triple quadrupole tandem mass spectrometry (HPLC-MS/MS). Before the extraction, all the water samples were vacuum filtered through 0.22-µm glass fiber filters and then spiked with corresponding internal standard solutions. In addition, target PPCPs were determined using HPLC-MS/MS (6410B, Agilent Technologies, Santa Clara, CA, USA).
Potassium permanganate, H2SO4, potassium sodium tartrate tetrahydrate, Nessler’s reagent, and NaOH were purchased from a commercial company and certified as AR purity (Guangzhou Chemical Reagent Factory, Guangzhou, China), while PPCP standards were provided by three companies. Sulfamethoxazole (SMX), sulfametoxydiazine (SMD), sulfachloropyridazine (SCP), sulfamethoxypyridazine (SMP), erythromycin (EM), and anhydroerythromycin (EA) were obtained from the Dr. Ehrenstorfer Company in Germany. Furthermore, sulfadimidine (SM2), sulfadiazine (SDZ), and trimethoprim (TMP) were bought from the National Institute of Metrology in China, whereas caffeine (CF) was acquired from the Toronto Research Chemicals Company in Canada.

3. Results and Discussion

3.1. Removal of Organic Matter

Figure 2 shows the DO consumption and the removal performance of the BAC and the BAC-UF system on organic matter. The DO concentrations (Figure 2a) in raw water varied with approximately 4.35–7.46 mg L1. When the operation time was prolonged, the DO concentrations in the BAC effluent and UF permeate gradually decreased (Sig (2-tailed) < 0.001), which indicated the increase of biomass in this pilot-scale system. Sometimes, the periodic backwash (7 days) of BAC caused the dissolved oxygen concentration of BAC-effluent higher than that of raw water. After the gas scrubbing and the hydraulic backwashing, the dissolved oxygen detection of the effluent was carried out, resulting in the above results for dissolved oxygen. Besides, the t-test was used and proved the significant difference between BAC-Effluent and BAC/UF-effluent for the DO concentration. As seen in Figure 2b, the CODMn of the raw water was 1.88–13.79 mg L1. As the concentration of organic matter in the raw water varied, the CODMn concentrations also waved in the BAC effluent. However, the UF membrane (Sig (2-tailed) < 0.001) controlled the CODMn concentration in permeate stably to a great extent, keeping the removal rate mainly above 20%. This enhancement was related to the bio-fouling layer on the UF membranes [28]. The average removal rate of CODMn was 35.45% for BAC, while the removal rate of BAC-UF increased to 56.00%, which implied that both BAC and UF could effectively remove the organic matter. The results might also support the evidence of PPCP removals. Similar to CODMn, the UV254 value in the raw water was pulsed between 0.06 and 0.49 cm−1 due to the pollution from the upstream of the river. While the UV254 values were increased in the raw water, the removal rates of BAC and UF were also improved. Averagely, the removal rate of BAC reached about 34.98%, and that of the BAC-UF system achieved 55.25% (Sig (2-tailed) < 0.001), which showed that the further process after BAC using the UF membrane was necessary to secure the cleanness of potable water.
The same trend (Figure 2) was mainly due to the stable removal ability of BAC and UF for organics, causing the removal restriction.
In order to confirm the removal mechanism of organic substances, the fluorescent substances were analyzed at the end of the operation. Four peaks are illustrated in Figure 3: Peak A (Ex/Em = 230.0/330.0 nm), Peak B (Ex/Em = 270.0/298.0 nm), Peak C (Ex/Em = 260.0/418.0 nm), and Peak D (Ex/Em= 320.0/410.0 nm) represented aromatic protein, soluble microbial production (similar to the protein), fulvic acid-like substances, and humic acid-like substances, respectively [29]. As seen from Figure 3, after the BAC treatment, the intensities of four peaks obviously decreased. This system showed a similar trend of fluorescent substance removal to previous studies where the synergistic behaviors of adsorption and microbial d degradation removed various pollutants in an effective way [30]. However, after treated by UF, the intensities of Peak C and Peak D were increased, which might be caused by the conversation from proteins to humic substances. The decomposition process of microorganisms including fungi on the surface of the UF membrane could contribute to such conversation [31]. Therefore, the above results proved the effective bio-degradation of organic matter in the BAC-UF system.

3.2. Removal of Nitrogen

Figure 4 shows removal of NH4+-N, NO2-N, and NO3-N via the BAC-UF system. As for NH4+-N concentration in the first 76 days (Figure 4a), it was averagely higher than 3.10 mg L1 in the raw water. Due to the limitation of dissolved oxygen concentration (Figure 2a), the BAC removed ammonia nitrogen with a low efficiency (15.14%). After that, while the ammonia nitrogen concentration decreased below 2 mg L1, the removal rate was increased to 50.19% in the BAC. Overall, in the operation, the trends of removal performance were displayed in Figure 2a in parallel for the BAC and the BAC-UF, indicating the BAC dominated the ammonia nitrogen removal. Specifically, the average removal rate on NH4+-N was 29.48% for the BAC, and UF further enhanced the performance up to 44.38% (Sig (2-tailed) < 0.05). Thus, the gravity-driven UF was able to remove ammonia nitrogen, which was consistent with the previous study [28]. In terms of (NO2-N), the concentration in raw water stabilized among 0.15–0.54 mg L1. As the operation time increased, its removal performance was improved for the BAC-UF system, which may be due to two reasons: (a) The reduction of NH4+-N concentration weakened the competitive behavior of functional microbiome and promoted the oxidation of nitrite; and (b) the biomass gradually increased over time and their removal performance was increased. Meanwhile, it can be seen from Figure 4c that gravity-driven UF also showed a significant removal effect on nitrite and enhanced the removal efficiency of BAC-UF. With regard to nitrate, the process also reflected the above phenomenon in removal trend, and both BAC and UF were related to the removal effects.

3.3. Removal of PPCPs

In Table 2, the concentrations of the dominant PPCPs in the raw water are summarized. The poultry on factory farms was routinely fed with these ten PPCPs, causing such river water pollution. EM as a macrolide antibiotic reagent was widely used in industrial poultry breeding, which contributed to the high concentrations (500.56–3994.07 ng L1) in the raw water. Other five PPCPs, including SM2, SMP, SMD, SDZ, and CF, existed in the raw water with the maximum concentrations of above 100 ng L1. Besides, EA, SMX, SCP, and TMP were often detected despite relatively low concentration.
Figure 5 depicts the removal of ten typical PPCPs using the BAC-UF system. This work was carried out during the rainy season in South China, and the rainfall played an important role in influencing the PPCPs concentration due to the dilution effect. Thus, the PPCPs concentration in the raw water showed a decreasing trend from March to July. From Figure 5b,i, the concentrations of EA, SCP, and TMP were sometimes lower than the limitation of HPLC-MS/MS spectrometry due to the rainfall dilution. In most measurements, various PPCPs were detected by the HPLC-MS/MS instrument, especially the EM. Overall, the BAC-UF process showed high efficiency in the removal of PPCPs micropollutants and the average removal of total PPCPs reached 47.84%.
Specifically, the BAC effectively removed EM, EA, SM2, SMX, SMP, SMD, SCP, SDZ, TMP, and CF, reaching removal rates of 20.81%, 44.84%, 24.40%, 9.28%, 29.84%, 21.85%, 42.64%, 48.69%, 57.17%, and 45.02%, accordingly, whereas the gravity-driven UF improved the removal performance to 34.27%, 62.35%, 33.20%, 15.48%, 37.84%, 26.77%, 56.21%, 55.88%, 100.00%, and 56.42%, respectively. Therefore, the BAC-UF system showed significant removal rates for EA, SCP, SDZ, TMP, and CF, all of which are above 50%, while the system was characterized with a limited effect on the removal rate of SMX (15.48%). This removal difference may be related to the chemical structure, which favored adsorption and bioprocessing [32]. Besides, the SM2, SMP, and SMD might convert to the similar structure such as the SMX by the BAC system, causing the low removal rate [33].
Figure 6 shows the PPCP removal distribution by the BAC and UF. BAC played the predominant role in the removal of the PPCPs, whereas UF showed a limited effect. During 130-day operation, the contribution of BAC to removal of EM, EA, SM2, SMX, SMP, SMD, SCP, SDZ, TMP, and CF was 60.72%, 71.91%, 73.50%, 59.92%, 78.84%, 81.65%, 75.85%, 87.13%, 57.17%, and 79.80%, respectively. Compared with the UF process, the BAC process demonstrated a higher contribution to the PPCP removal that in the BAC process was mainly attributed to adsorption and biodegradation, whereas the UF process mainly resulted from biomass on the UF membrane. The results showed that the biodegradation functioned importantly in the enhancement of PPCP removal in the BAC-UF system.

3.4. Relevance for Decentralized Drinking Water Treatment

PPCPs risks have been posing severe challenges to the safety of drinking water supply in rural areas due to the absence of the process with simple operation and maintenance as well as reliable performance. In this study, BAC coupling gravity-driven UF was performed continuously, and the rejection performance of membrane filtration and BAC filtration both showed barriers for the conventional pollutants and PPCPs. Furthermore, this study indicated the respective contributions of BAC and UF, showing the role of the two-stage biofilm. Previous works involving BAC generally combined the ozonation with the BAC filter for treating the contaminants of emerging concern, eliminating a majority of PPCPs by more than 90% [34]. However, the regulation and maintenance of machines for ozone products are complicated, and the disinfection by-products will be newly generated in the effluent, which is inconvenient to use in rural areas [35]. In general, coagulation, filtration, and single BAC units worked inefficiently and removed the detected PPCPs by less than 50%, as they were not hydrophobic [34,36]. Hybrid membrane processes such as inline dosing of powdered activated carbon (PAC) prior to UF have already shown promising potential for the abatement of PPCPs; however, the inline dosing PAC is infeasible in rural areas [37]. In this study, the BAC prior to UF enhanced the biological activity by forming a two-stage biofilm system. Therefore, the integrated BAC-UF process can be considered as an economically and technically feasible approach to the decentralized and emergency drinking water treatment.

4. Conclusions

This research presents a pilot-scale BAC-UF system with the long period of backwashing (7 days) in Southern China from spring to summer for the purpose of (i) reducing concentrations of conventional pollutants and (ii) removing PPCP pollutants. The results showed that the BAC reduced 35.45% of organic matter (CODMn), while the removal rate of BAC-UF increased to 56.00%. Besides, the BAC-UF membrane controlled the indexes of CODMn and UV254 in permeate more stable than BAC, while the further process after BAC using the UF membrane was necessary to safeguard the purity of potable water. Despite the fact that the removal rate of UF was lower than that of the BAC, both BAC and UF were related to the removal effects of NH4+-N, NO2-N, and NO3-N. Meanwhile, the BAC-UF process showed high efficiency in the removal of PPCPs micropollutants and the average removal of total PPCPs (including 10 pollutants) reached 47.84%. In particular, the removal rates of anhydroerythromycin, sulfachloropyridazine, sulfadiazine, trimethoprim, and caffeine were above 50%. Here, it should be mentioned that the BAC played the key role in PPCP removal and the UF was mainly attributed to biomass on the UF membrane, synergistically degrading various PPCP pollutants.
To sum up, the results show that the proposed BAC-UF system can be effective in the treatment of river water polluted by PPCPs, conventional organic pollutants and ammonia nitrogen. The two-stage biofilms located in the activated carbon column and on the UF membrane synergistically can be conducive to the removal performances. Besides, the results of this analysis can have significant implications for the conventional UF operation procedure and the ozone-activated carbon process, providing a simple decentralized approach to drinking water treatment for the areas where source water is contaminated with PPCPs. However, the mechanisms of the two-stage biofilm, such as bacterial and metazoan communities, membrane fouling, and dissolved oxygen transfer, should be further investigated to enhance the removal efficiency and stability of this system.

Author Contributions

Conceptualization, J.W. and F.W.; methodology, J.C.; software, Q.W.; validation, X.T.; formal analysis, Q.W. and W.Z.; investigation, Q.W.; resources, J.W.; data curation, J.C. and W.Z.; writing—original draft preparation, Q.W.; writing—review and editing, Q.W. and J.W.; visualization, W.G.; supervision, G.L.; project administration, H.L. and X.T.; funding acquisition, X.T. All authors have read and agreed to the published version of the manuscript.

Funding

This research was jointly supported by the National Key Research and Development Program of China (2019YFD1100104), National Natural Science Foundation of China (52000049), State Key Laboratory of Urban Water Resource and Environment (2020DX04), and China Postdoctoral Science Foundation (2019M651290) and (220T130153).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

All data generated or analyzed during this study are included in this published article.

Conflicts of Interest

The authors declare no conflict of interest.

Abbreviations

The following abbreviations are used in this study:
AOPsAdvanced oxidation processesPACPowdered activated carbon
BACBiological activated carbonPLCProgrammable logic controller
CFCaffeinePPCPsPharmaceutical and personal care products
CODMnChemical oxygen demandPVCPolyvinyl chloride
DBPsDisinfection byproductsSCPSulfachloropyridazine
DCFDiclofenac sodiumSDZSulfadiazine
DOCDissolved organic carbonSM2Sulfadimidine
EAAnhydroerythromycinSMDSulfametoxydiazine
EMErythromycinSMPSulfamethoxypyridazine
HPLC-MS/MSTriple quadrupole tandem mass spectrometrySMXSulfamethoxazole
NFNanofiltrationSPESolid-phase extraction
NH4+-NAmmonia nitrogenTMPTrimethoprim
NO2-NNitrite nitrogenTOCTotal organic carbon
NO3-NNitrate nitrogenUFUltrafiltration

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Figure 1. Schematic diagram of the experimental set-up.
Figure 1. Schematic diagram of the experimental set-up.
Water 14 00367 g001
Figure 2. The removal performance of CODMn and UV254 by BAC-UF system: (a) DO, (b) CODMn, (c) UV254.
Figure 2. The removal performance of CODMn and UV254 by BAC-UF system: (a) DO, (b) CODMn, (c) UV254.
Water 14 00367 g002aWater 14 00367 g002b
Figure 3. The removal performance of fluorescent substances by BAC-UF system: (a) raw water, (b) effluent of BAC, (c) BAC-UF permeate.
Figure 3. The removal performance of fluorescent substances by BAC-UF system: (a) raw water, (b) effluent of BAC, (c) BAC-UF permeate.
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Figure 4. The removal performance of NH4+-N, NO2-N, and NO3-N by BAC-UF system: (a) NH4+-N, (b) NO2-N, (c) comparison of BAC and BAC-UF for removals of NH4+-N and NO2-N, (d) NO3-N.
Figure 4. The removal performance of NH4+-N, NO2-N, and NO3-N by BAC-UF system: (a) NH4+-N, (b) NO2-N, (c) comparison of BAC and BAC-UF for removals of NH4+-N and NO2-N, (d) NO3-N.
Water 14 00367 g004aWater 14 00367 g004bWater 14 00367 g004c
Figure 5. Removal performance of typical PPCPs by BAC-UF system: (a) EM, (b) EA, (c) SM2, (d) SMX, (e) SMP, (f) SMD, (g) SCP, (h) SDZ, (i) TMP, (j) CF.
Figure 5. Removal performance of typical PPCPs by BAC-UF system: (a) EM, (b) EA, (c) SM2, (d) SMX, (e) SMP, (f) SMD, (g) SCP, (h) SDZ, (i) TMP, (j) CF.
Water 14 00367 g005aWater 14 00367 g005bWater 14 00367 g005cWater 14 00367 g005dWater 14 00367 g005eWater 14 00367 g005f
Figure 6. Typical antibiotics removal contribution by BAC and UF.
Figure 6. Typical antibiotics removal contribution by BAC and UF.
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Table 1. Raw water quality parameters of river water (significant value, 0.05; sample size (n), 44).
Table 1. Raw water quality parameters of river water (significant value, 0.05; sample size (n), 44).
Parameter (Unit)Raw Water
RangeAvg.Std. Dev.95% Confidence
Interval of the
Difference
(Lower, Upper)
Sig (2-Tailed)
pH6.71–8.077.080.32(6.99, 7.18)<0.001
Turbidity (NTU)15.3–231.053.0151.30(37.41, 68.61)<0.001
DO (mg L−1)4.35–7.466.140.77(5.90, 6.37)<0.001
Salinity (mg L−1)102–217159.528.42(151.88, 167.13)<0.001
CODMn (mg L−1)1.88–13.797.622.63(6.82, 8.42)<0.001
NH4+-N (mg L−1)0.09–4.542.311.29(1.91, 2.70)<0.001
NO2-N (mg L−1)0.15–0.540.250.08(0.22, 0.27)<0.001
NO3-N (mg L−1)0.87–8.262.121.95(1.04, 3.20)<0.001
Table 2. Concentrations of typical antibiotics in the raw water (significant value, 0.05; sample size (n), 15).
Table 2. Concentrations of typical antibiotics in the raw water (significant value, 0.05; sample size (n), 15).
PPCPsRaw Water (ng L−1)
RangeAvg.Std. Dev.95% Confidence
Interval of the
Difference
(Lower, Upper)
Sig (2-Tailed)
EM500.56–3994.071542.43894.38(1047.14, 2037.72)<0.001
EA0.00–39.0514.2411.48(7.89, 20.60)<0.001
SM25.49–127.5046.0831.86(28.44, 63.72)<0.001
SMX8.76–31.8815.636.03(12.29, 18.97)<0.001
SMP0.75–200.8478.0463.91(42.65, 113.43)<0.001
SMD7.16–203.0375.0958.71(42.57, 107.60)<0.001
SCP0.00–58.5619.7815.70(11.09, 28.48)<0.001
SDZ10.48–175.2187.5853.21(58.11, 117.05)<0.001
TMP0.00–16.233.935.80(0.72, 7.14)<0.05
CF25.41–125.3475.1328.23(59.50, 90.77)<0.001
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Wang, Q.; Tang, X.; Zeng, W.; Wang, F.; Gong, W.; Chen, J.; Wang, J.; Li, G.; Liang, H. Pilot-Scale Biological Activated Carbon Filtration–Ultrafiltration System for Removing Pharmaceutical and Personal Care Products from River Water. Water 2022, 14, 367. https://doi.org/10.3390/w14030367

AMA Style

Wang Q, Tang X, Zeng W, Wang F, Gong W, Chen J, Wang J, Li G, Liang H. Pilot-Scale Biological Activated Carbon Filtration–Ultrafiltration System for Removing Pharmaceutical and Personal Care Products from River Water. Water. 2022; 14(3):367. https://doi.org/10.3390/w14030367

Chicago/Turabian Style

Wang, Qian, Xiaobin Tang, Weichen Zeng, Feng Wang, Weijia Gong, Jingyuan Chen, Jinlong Wang, Guibai Li, and Heng Liang. 2022. "Pilot-Scale Biological Activated Carbon Filtration–Ultrafiltration System for Removing Pharmaceutical and Personal Care Products from River Water" Water 14, no. 3: 367. https://doi.org/10.3390/w14030367

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