Abstract
This paper presents the removal of nine potential endocrine disruptors including pesticides, pharmaceuticals and industrial chemicals using a submerged membrane bioreactor (MBR) system. Two lab-scale submerged MBRs having ceramic membranes were operated at three different sludge retention times (SRT: 15, 45, 90 days) and two hydraulic retention times (HRT: 12, 6 h) and the effects of SRT and HRT on both micropollutant removal and membrane fouling were investigated. While the effect of SRT and HRT change was observed on the removal of atrazine, fluoxetine, penconazole, no significant change was detected for the other micropollutants studied. It was determined that physicochemical properties such as distribution coefficient (LogD) and hydrophobicity of micropollutants are also effective on the removal efficiency of micropollutants. High removal efficiencies (\(\ge\) 97.5%) were observed for hydrophobic pollutants (logD > 3.2) except for penconazole (72.1%) and for hydrophilic pollutants (logD < 3.2) except for atrazine (42.5%). Membrane fouling was significantly affected by different operational parameters applied, with the slowest fouling occurring at 45 days of SRT and 12 h of HRT. However, micropollutant addition did not have a significant effect on membrane fouling. It has been shown that the simultaneous and effective treatment performance for micropollutants makes the membrane bioreactor system a promising wastewater treatment process.
Similar content being viewed by others
Availability of data and materials
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Ahmed Z, Cho J, Lim BR, Song KG, Ahn KH (2007) Effects of sludge retention time on membrane fouling and microbial community structure in a membrane bioreactor. J Membrane Sci 287(2):211–218
Alvarino T, Suarez S, Lema JM, Omil F (2014) Understanding the removal mechanisms of PPCPs and the influence of main technological parameters in anaerobic UASB and aerobic CAS reactors. J Hazard Mater 278:506–513
APHA, AWWA and WPCF (2005) Standard methods for the examination of water and wastewater. 21th Edition, Washington, USA
Arola K, Hatakka H, Mänttäri M, Kallioinen M (2017) Novel process concept alternatives for improved removal of micropollutants in wastewater treatment. Sep Purif Technol 186:333–341
Bakaraki N, Chormey DS, Bakirdere S, Engin GO (2016) Development of a sensitive liquid–liquid extraction method for the determination of N-butyryl-l-homoserine lactone produced in a submerged membrane bioreactor by gas chromatography mass spectrometry and deuterated anthracene as the internal standard. Anal Methods 8(12):2660–2665
Bernhard M, Müller J, Knepper TP (2006) Biodegradation of persistent polar pollutants in wastewater: comparison of an optimised lab-scale membrane bioreactor and activated sludge treatment. Water Res 40(18):3419–3428
Bouju H, Buttiglieri G, Malpei F (2008) Perspectives of persistent organic pollutants (POPS) removal in an MBR pilot plant. Desalination 224(1–3):1–6
Bouteh E, Ahmadi N, Abbasi M, Torabian A, van Loosdrecht MC, Ducoste J (2021) Biodegradation of organophosphorus pesticides in moving bed biofilm reactors: analysis of microbial community and biodegradation pathways. J Hazard Mater 408:124950
Caglak A, Chormey D, Engin GO, Bakirdere S (2019) Determination of micropollutants in wastewater matrix using gas chromatography–mass spectrometry after optimization of dispersive liquid–liquid microextraction. Int J Environ Sci Technol 16(11):7285–7292
Cho J, Song KG, Yun H, Ahn KH, Kim JY, Chung TH (2005) Quantitative analysis of biological effect on membrane fouling in submerged membrane bioreactor. Water Sci Technol 51(6–7):9–18
Chormey DS, Büyükpınar Ç, Turak F, Komesli OT, Bakırdere S (2017) Simultaneous determination of selected hormones, endocrine disruptor compounds, and pesticides in water medium at trace levels by GC-MS after dispersive liquid-liquid microextraction. Environ Monit Assess 189(6):1–10
Chtourou M, Mallek M, Dalmau M, Mamo J, Santos-Clotas E, Salah AB, Walha K, Salvado V, Monclus H (2018) Triclosan, carbamazepine and caffeine removal by activated sludge system focusing on membrane bioreactor. Process Saf Environ 118:1–9
Cirja M, Ivashechkin P, Schäffer A, Corvini PF (2008) Factors affecting the removal of organic micropollutants from wastewater in conventional treatment plants (CTP) and membrane bioreactors (MBR). Rev Environ Sci Biotechnol 7(1):61–78
Clara M, Strenn B, Gans O, Martinez E, Kreuzinger N, Kroiss H (2005) Removal of selected pharmaceuticals, fragrances and endocrine disrupting compounds in a membrane bioreactor and conventional wastewater treatment plants. Water Res 39(19):4797–4807
Coleman HM, Troester M, Khan SJ, McDonald JA, Watkins G, Stuetz RM (2009) Assessment of trace organic chemical removal by a membrane bioreactor using gas chromatography/mass spectrometry and a yeast screen bioassay. Environ Toxicol Chem 28(12):2537–2545
Duan L, Song Y, Yu H, Xia S, Hermanowicz SW (2014) The effect of solids retention times on the characterization of extracellular polymeric substances and soluble microbial products in a submerged membrane bioreactor. Bioresour Technol 163:395–398
Dubois M, Gilles KA, Hamilton JK, Rebers PA, Smith F (1956) Colorimetric method for determination of sugars and related substances. Anal Chem 28(3):350–356
Erkan HS, Engin GO, Kulil B, Gunalp G (2017) Activated sludge properties in a submerged membrane bioreactor: effect of COD/TKN ratio of wastewater. Int J Environ Sci Technol 14(5):933–942
Estrada-Arriaga EB, Mijaylova PN (2011) Influence of operational parameters (sludge retention time and hydraulic residence time) on the removal of estrogens by membrane bioreactor. Environ Sci Pollut Res 18(7):1121–1128
European Parliament Directive 2013/39/EU (2013) Directive 2013/39/EU of The European Parliament and of the Council of 12 August 2013 amending Directives 2000/60/EC and 2008/105/EC as regards priority substances in the field of water policy. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=celex:32013L0039
European Parliament Decision 2015/495/EU (2015) Decision 2015/495 establishing a watch list of substances for union-wide monitoring in the field of water policy pursuant to Directive 2008/105/EC of the European Parliament of the Council. https://eur-lex.europa.eu/legalcontent/EN/TXT/?uri=uriserv%3AOJ.L_.2015.078.01.0040.01.ENG
Fernandez-Fontaina E, Pinho I, Carballa M, Omil F, Lema JM (2013) Biodegradation kinetic constants and sorption coefficients of micropollutants in membrane bioreactors. Biodegradation 24(2):165–177
Fong PP (2001) Antidepressants in aquatic organisms: a wide range of effects. In: Pharmaceuticals and personal care products in the environment: scientific and regulatory issues (Daughton CG, Jones-Lepp T, eds). Symposium series 791:264–281
Han SS, Bae TH, Jang GG, Tak TM (2005) Influence of sludge retention time on membrane fouling and bioactivities in membrane bioreactor system. Process Biochem 40(7):2393–2400
He M, Yang C, Geng R, Zhao X, Hong L, Piao X, Chen T, Quinto M, Li D (2015) Monitoring of phthalates in foodstuffs using gas purge microsyringe extraction coupled with GC–MS. Anal Chim Acta 879:63–68
Hu J, Chen X, Tao G, Kekred K (2007) Fate of endocrine disrupting compounds in membrane bioreactor systems. Environ Sci Technol 41(11):4097–4102
Ismail NAH, Wee SY, Haron DEM, Kamarulzaman NH, Aris AZ (2020) Occurrence of endocrine disrupting compounds in mariculture sediment of Pulau Kukup, Johor. Malaysia Mar Pollut Bull 150:110735
Jiang Q, Ngo HH, Nghiem LD, Hai FI, Price WE, Zhang J, Liang D, Deng L, Guo W (2018) Effect of hydraulic retention time on the performance of a hybrid moving bed biofilm reactor-membrane bioreactor system for micropollutants removal from municipal wastewater. Bioresource Technol 247:1228–1232
Jin L, Ong SL, Ng HY (2010) Comparison of fouling characteristics in different pore-sized submerged ceramic membrane bioreactors. Water Res 44(20):5907–5918
Judd S (2008) The status of membrane bioreactor technology. Trends Biotechnol 26(2):109–116
Kamaz M, Wickramasinghe SR, Eswaranandam S, Zhang W, Jones SM, Watts MJ, Qian X (2019) Investigation into micropollutant removal from wastewaters by a membrane bioreactor. Int J Environ Res Public Health 16(8):1363
Katibi KK, Yunos KF, Man HC, Aris AZ, Nor MZM, Azis RS (2021) Recent advances in the rejection of endocrine-disrupting compounds from water using membrane and membrane bioreactor technologies: a review. Polymers 13(3):392
Kaya Y, Ersan G, Vergili I, Gönder ZB, Yilmaz G, Dizge N, Aydıner C (2013) The treatment of pharmaceutical wastewater using in a submerged membrane bioreactor under different sludge retention times. J Membrane Sci 442:72–82
Kim S, Eichhorn P, Jensen JN, Weber AS, Aga DS (2005) Removal of antibiotics in wastewater: effect of hydraulic and solid retention times on the fate of tetracycline in the activated sludge process. Environ Sci Technol 39(15):5816–5823
Köck-Schulmeyer M, Villagrasa M, de Alda ML, Céspedes-Sánchez R, Ventura F, Barceló D (2013) Occurrence and behavior of pesticides in wastewater treatment plants and their environmental impact. Sci Total Environ 458:466–476
Lee W, Kang S, Shin H (2003) Sludge characteristics and their contribution to microfiltration in submerged membrane bioreactors. J Membrane Sci 216(1–2):217–227
Li X, Hai FI, Nghiem LD (2011) Simultaneous activated carbon adsorption within a membrane bioreactor for an enhanced micropollutant removal. Bioresour Technol 102(9):5319–5324
Li C, Cabassud C, Guigui C (2015) Evaluation of membrane bioreactor on removal of pharmaceutical micropollutants: a review. Desalin Water Treat 55(4):845–858
López-Velázquez K, Guzmán-Mar JL, Saldarriaga-Noreña HA, Murillo-Tovar MA, Hinojosa-Reyes L, Villanueva-Rodríguez (2021) Occurrence and seasonal distribution of five selected endocrine-disrupting compounds in wastewater treatment plants of the Metropolitan Area of Monterrey, Mexico: the role of water quality parameters. Environ Pollut 269:116223
Lowry OH, Rosebrough NJ, Farr AL, Randall RJ (1951) Protein measurement with the Folin phenol reagent. J Biol Chem 193:265–275
Luo Y, Jiang Q, Ngo HH, Nghiem LD, Hai FI, Price WE, Wang J, Guo W (2015) Evaluation of micropollutant removal and fouling reduction in a hybrid moving bed biofilm reactor–membrane bioreactor system. Bioresour Technol 191:355–359
Maeng SK, Choi BG, Lee KT, Song KG (2013) Influences of solid retention time, nitrification and microbial activity on the attenuation of pharmaceuticals and estrogens in membrane bioreactors. Water Res 47(9):3151–3162
Matsumoto M, Hirata-Koizumi M, Ema M (2008) Potential adverse effects of phthalic acid esters on human health: a review of recent studies on reproduction. Regul Toxicol Pharm 50(1):37–49
Meng F, Zhang H, Yang F, Zhang S, Li Y, Zhang X (2006) Identification of activated sludge properties affecting membrane fouling in submerged membrane bioreactors. Sep Purif Technol 51(1):95–103
Meng F, Shi B, Yang F, Zhang H (2007) Effect of hydraulic retention time on membrane fouling and biomass characteristics in submerged membrane bioreactors. Bioproc Biosyst Eng 30(5):359–367
Mennigen JA, Lado WE, Zamora JM, Duarte-Guterman P, Langlois VS, Metcalfe CD, Chang JP, Moon TW, Trudeau VL (2010) Waterborne fluoxetine disrupts the reproductive axis in sexually mature male goldfish. Carassius Auratus Aquat Toxicol 100(4):354–364
Mnif W, Hassine AIH, Bouaziz A, Bartegi A, Thomas O, Roig B (2011) Effect of endocrine disruptor pesticides: a review. Int J Environ Res Public Health 8(6):2265–2303
Münze R, Hannemann C, Orlinskiy P, Gunold R, Paschke A, Foit K, Becker J, Kaske O, Paulson E, Peterson M, Jernsted H, Kreuger J, Schüürmann G, Liess M (2017) Pesticides from wastewater treatment plant effluents affect invertebrate communities. Sci Total Environ 599:387–399
Nguyen LN, Hai FI, Kang J, Price WE, Nghiem LD (2012) Removal of trace organic contaminants by a membrane bioreactor–granular activated carbon (MBR–GAC) system. Bioresour Technol 113:169–173
Nikolaou A, Meric S, Fatta D (2007) Occurrence patterns of pharmaceuticals in water and wastewater environments. Anal Bioanal Chem 387(4):1225–1234
Oh HS, Yeon KM, Yang C-S, Kim S-R, Lee C-H, Park SY, Han JY, Lee J-K (2012) Control of membrane biofouling in MBR for wastewater treatment by quorum quenching bacteria encapsulated in microporous membrane. Environ Sci Technol 46(9):4877–4884
Oliveira M, Frihling BEF, Velasques J, Filho FJCM, Cavalheri PS, Migliolo L (2020) Pharmaceuticals residues and xenobiotics contaminants: occurrence, analytical techniques and sustainable alternatives for wastewater treatment. Sci Total Environ 705:135568
Omar TFT, Ahmad A, Aris AZ, Yusoff FM (2016) Endocrine disrupting compounds (EDCs) in environmental matrices: review of analytical strategies for pharmaceuticals, estrogenic hormones, and alkylphenol compounds. TrAC, Trends Anal Chem 85:241–259
Ouyang K, Junxin L (2009) Effect of sludge retention time on sludge characteristics and membrane fouling of membrane bioreactor. J Environ Sci 21(10):1329–1335
Phan HV, Hai FI, Kang J, Dam HK, Zhang R, Price WE, Broeckmann A, Nghiem LD (2014) Simultaneous nitrification/denitrification and trace organic contaminant (TrOC) removal by an anoxic–aerobic membrane bioreactor (MBR). Bioresour Technol 165:96–104
Phan HV, McDonald JA, Hai FI, Price WE, Khan SJ, Fujioka T, Nghiem LD (2016) Biological performance and trace organic contaminant removal by a side-stream ceramic nanofiltration membrane bioreactor. Int Biodeter Biodegr 113:49–56
Reif R, Suárez S, Omil F, Lema JM (2008) Fate of pharmaceuticals and cosmetic ingredients during the operation of a MBR treating sewage. Desalination 221(1–3):511–517
Salgueiro-González N, Turnes-Carou I, Besada V, Muniategui-Lorenzo S, López-Mahía P, Prada-Rodríguez D (2015) Occurrence, distribution and bioaccumulation of endocrine disrupting compounds in water, sediment and biota samples from a European river basin. Sci Total Environ 529:121–130
Serrano D, Suárez S, Lema JM, Omil F (2011) Removal of persistent pharmaceutical micropollutants from sewage by addition of PAC in a sequential membrane bioreactor. Water Res 45(16):5323–5333
Stasinakis AS, Kordoutis CI, Tsiouma VC, Gatidou G, Thomaidis NS (2010) Removal of selected endocrine disrupters in activated sludge systems: effect of sludge retention time on their sorption and biodegradation. Bioresour Technol 101(7):2090–2095
Suárez S, Reif R, Lema JM, Omil F (2012) Mass balance of pharmaceutical and personal care products in a pilot-scale single-sludge system: influence of T. SRT and Recirculation Ratio Chemosphere 89(2):164–171
Sun DD, Hay CT, Khor SL (2006) Effects of hydraulic retention time on behavior of start-up submerged membrane bioreactor with prolonged sludge retention time. Desalination 195(1–3):209–225
Tadkaew N, Hai FI, McDonald JA, Khan SJ, Nghiem LD (2011) Removal of trace organics by MBR treatment: the role of molecular properties. Water Res 45(8):2439–2451
Tinggang L, Bai R, Liu J (2008) Distribution and composition of extracellular polymeric substances in membrane-aerated biofilm. J Biotechnol 135(1):52–57
Trapani DD, Mannina G, Viviani G (2018) Membrane bioreactors for wastewater reuse: respirometric assessment of biomass activity during a two year survey. J Clean Prod 202:311–320
Trinh T, van den Akker B, Coleman HM, Stuetz RM, Le-Clech P, Khan SJ (2012) Removal of endocrine disrupting chemicals and microbial indicators by a decentralised membrane bioreactor for water reuse. J Water Reuse Desalin 2(2):67–73
Trinh T, van den Akker B, Coleman HM, Stuetz RM, Drewes JE, Le-Clech P, Khan SJ (2016) Seasonal variations in fate and removal of trace organic chemical contaminants while operating a full-scale membrane bioreactor. Sci Total Environ 550:176–183
Tudi M, Ruan HD, Ruan HD, Wang L, Lyu J, Sadler R, Connell D, Chu C, Phung DT (2021) Agriculture development, pesticide application and its impact on the environment. Int J Environ Res Pub He 18(13):1112
Wang R, Ji M, Zhai H, Liu Y (2020) Occurrence of phthalate esters and microplastics in urban secondary effluents, receiving water bodies and reclaimed water treatment process. Sci Total Environ 737:140219
Wijekoon KC, Hai FI, Kang J, Price WE, Guo W, Ngo HH, Nghiem LD (2013) The fate of pharmaceuticals, steroid hormones, phytoestrogens, UV-filters and pesticides during MBR treatment. Bioresour Technol 144:247–254
Wu X, Liang R, Dai Q, Jin D, Wang Y, Chao W (2010) Complete degradation of di-n-octyl phthalate by biochemical cooperation between Gordonia sp. strain JDC-2 and Arthrobacter sp. strain JDC-32 isolated from activated sludge. J Hazard Mater 176(1–3):262–268
Xia S, Jia R, Feng F, Xie K, Li H, Jing D, Xu X (2012) Effect of solids retention time on antibiotics removal performance and microbial communities in an A/O-MBR process. Bioresour Technol 106:36–43
Xu S, Wu D, Hu Z (2014) Impact of hydraulic retention time on organic and nutrient removal in a membrane coupled sequencing batch reactor. Water Res 55:12–20
Zia AI, Rahman MSA, Mukhopadhyay SC, Yu PL, Al-Bahadly IH, Gooneratne CP, Kosel J, Liao TS (2013) Technique for rapid detection of phthalates in water and beverages. J Food Eng 116(2):515–523
Funding
The authors would like to acknowledge the Office of Scientific Research Projects Coordination of Yildiz Technical University for supporting this study through the project no. FBA-2019–3486.
Author information
Authors and Affiliations
Contributions
All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by [AC] and [DSC]. Data evaluation was carried out by [SB] and [GOE]. The first draft of the manuscript was written by [AC]. Manuscript revision and editing were performed by [GOE]. All authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Conflict of interest
The authors declare no competing interests.
Additional information
Responsible Editor: Angeles Blanco
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Caglak, A., Chormey, D.S., Bakirdere, S. et al. Performance evaluation of ceramic membrane bioreactor: effect of operational parameters on micropollutant removal and membrane fouling. Environ Sci Pollut Res 29, 68306–68319 (2022). https://doi.org/10.1007/s11356-022-20612-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-022-20612-4