Abstract
Fouling behavior of the novel anaerobic ammonium oxidation (anammox) self-forming dynamic membrane bioreactor (SFDMBR) was elucidated, which is using nylon mesh as the filter with controlled fouling and successful anammox process. Properties of anammox sludge and foulants in the anammox SFDMBR and MBR (using PVDF microfiltration membrane) were compared to analyze the alleviated fouling in the SFDMBR, of which transmembrane pressure could be kept below 10 kPa for 50 days in one filtration cycle of 82 days with flux of 12 L m−2 h−1. Colorimetrical determination and excitation emission matrices-parallel factor (EEM-PARAFAC) analysis of the foulants showed that humic acid content in foulants on nylon mesh was obviously lower than that on PVDF membrane. Considering that the small-sized and flexible humic acids prefer to plug into membrane pores, the alleviated irreversible fouling in the SFDMBR could be attributed to the less microbial humic acid content of foulants (8.8 ± 1.0%) compared with the MBR (20.7 ± 2.9%). The adequate efflux of humic-like substances in the operation with nylon mesh was speculated to be the main mechanism of fouling control in the SFDMBR. These findings highlighted the potential of anammox SFDMBR in practical applications, because of the high humic acid contents in real ammonium-laden wastewater. Our study highlights the important role of humic acids in fouling behavior of the novel anammox SFDMBR to provide guidance for fouling control strategies.
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Ahmar Siddiqui M, Dai J, Guan D, Chen G (2019) Exploration of the formation of self-forming dynamic membrane in an upflow anaerobic sludge blanket reactor. Sep Purif Technol 212:757–766. https://doi.org/10.1016/j.seppur.2018.11.065
Al-halbouni D, Traber J, Lyko S et al (2008) Correlation of EPS content in activated sludge at different sludge retention times with membrane fouling phenomena. Water Res 42:1475–1488. https://doi.org/10.1016/j.watres.2007.10.026
APHA (2005) Standard methods for the examination of water and wastewater. American Public Health Association, Washington
Cheng X, Liang H, Ding A, Qu F, Shao S, Liu B, Wang H, Wu D, Li G (2016) Effects of pre-ozonation on the ultrafiltration of different natural organic matter (NOM) fractions: membrane fouling mitigation, prediction and mechanism. J Memb Sci 505:15–25. https://doi.org/10.1016/j.memsci.2016.01.022
Ersahin ME, Ozgun H, Tao Y, van Lier JB (2014) Applicability of dynamic membrane technology in anaerobic membrane bioreactors. Water Res 48:420–429. https://doi.org/10.1016/j.watres.2013.09.054
Ersahin ME, Tao Y, Ozgun H, Gimenez JB, Spanjers H, van Lier JB (2017) Impact of anaerobic dynamic membrane bioreactor configuration on treatment and filterability performance. J Memb Sci 526:387–394. https://doi.org/10.1016/j.memsci.2016.12.057
Evren M, Ozgun H, Kaan R, et al (2012) A review on dynamic membrane filtration: materials , applications and future perspectives. Bioresour Technol 122:196–206 . https://doi.org/10.1016/j.biortech.2012.03.086
Gonçalves-araujo R, Granskog MA, Bracher A, Azetsu-scott K (2016) Using fluorescent dissolved organic matter to trace and distinguish the origin of Arctic surface waters. Nat Publ Gr 1–12. https://doi.org/10.1038/srep33978
Guan D, Dai J, Siddiqui MA, Chen G (2018a) Comparison of different chemical cleaning reagents on fouling recovery in a self-forming dynamic membrane bioreactor (SFDMBR). Sep Purif Technol 206:158–165. https://doi.org/10.1016/j.seppur.2018.05.059
Guan D, Dai J, Watanabe Y, Chen G (2018b) Changes in the physical properties of the dynamic layer and its correlation with permeate quality in a self-forming dynamic membrane bioreactor. Water Res 140:67–76. https://doi.org/10.1016/j.watres.2018.04.041
Hu Y, Wang XC, Tian W, Ngo HH, Chen R (2016) Towards stable operation of a dynamic membrane bioreactor (DMBR): operational process, behavior and retention effect of dynamic membrane. J Memb Sci 498:20–29. https://doi.org/10.1016/j.memsci.2015.10.009
Hu Y, Yang Y, Yu S, Wang XC, Tang J (2018) Psychrophilic anaerobic dynamic membrane bioreactor for domestic wastewater treatment: effects of organic loading and sludge recycling. Bioresour Technol 270:62–69. https://doi.org/10.1016/j.biortech.2018.08.128
Isik O, Abdelrahman AM, Ozgun H, Ersahin ME, Demir I, Koyuncu I (2019) Comparative evaluation of ultrafiltration and dynamic membranes in an aerobic membrane bioreactor for municipal wastewater treatment. Environ Sci Pollut Res 26:32723–32733. https://doi.org/10.1007/s11356-019-04409-6
Jacquin C, Lesage G, Traber J, Pronk W, Heran M (2017) Three-dimensional excitation and emission matrix fluorescence (3DEEM) for quick and pseudo-quantitative determination of protein- and humic-like substances in full-scale membrane bioreactor (MBR). Water Res 118:82–92. https://doi.org/10.1016/j.watres.2017.04.009
JETTEN MSM (1999) The anaerobic oxidation of ammonium. FEMS MicrobiolRev 22:421–437. https://doi.org/10.1016/S0168-6445(98)00023-0
Jia F, Yang Q, Liu X, Li X, Li B, Zhang L, Peng Y (2017) Stratification of extracellular polymeric substances (EPS) for aggregated anammox microorganisms. Environ Sci Technol 51:3260–3268. https://doi.org/10.1021/acs.est.6b05761
Jones KL, O’Melia CR (2000) Protein and humic acid adsorption onto hydrophilic membrane surfaces: effects of pH and ionic strength. J Memb Sci 165:31–46. https://doi.org/10.1016/S0376-7388(99)00218-5
Jones KL, O’Melia CR (2001) Ultrafiltration of protein and humic substances: effect of solution chemistry on fouling and flux decline. J Memb Sci 193:163–173. https://doi.org/10.1016/S0376-7388(01)00492-6
Jørgensen MK, Nierychlo M, Nielsen AH, Larsen P, Christensen ML, Nielsen PH (2017) Unified understanding of physico-chemical properties of activated sludge and fouling propensity. Water Res 120:117–132. https://doi.org/10.1016/j.watres.2017.04.056
Kang K-H, Shin HS, Park H (2002) Characterization of humic substances present in landfill leachates with different landfill ages and its implications. Water Res 36:4023–4032. https://doi.org/10.1016/S0043-1354(02)00114-8
Kartal B, De Almeida NM, Maalcke WJ et al (2013) How to make a living from anaerobic ammonium oxidation. FEMS Microbiol Rev 37:428–461. https://doi.org/10.1111/1574-6976.12014
Li WW, Wang YK, Sheng GP, Gui YX, Yu L, Xie TQ, Yu HQ (2012) Integration of aerobic granular sludge and mesh filter membrane bioreactor for cost-effective wastewater treatment. Bioresour Technol 122:22–26. https://doi.org/10.1016/j.biortech.2012.02.018
Li Z, Xu X, Shao B, Zhang SS, Yang FL (2014) Anammox granules formation and performance in a submerged anaerobic membrane bioreactor. Chem Eng J 254:9–16. https://doi.org/10.1016/j.cej.2014.04.068
Li J, Hao X, van Loosdrecht MCM et al (2019) Effect of humic acids on batch anaerobic digestion of excess sludge. Water Res 155:431–443. https://doi.org/10.1016/j.watres.2018.12.009
Liang S, Qu L, Meng F, Han X, Zhang J (2013) Effect of sludge properties on the filtration characteristics of self-forming dynamic membranes (SFDMs) in aerobic bioreactors: formation time, filtration resistance, and fouling propensity. J Memb Sci 436:186–194. https://doi.org/10.1016/j.memsci.2013.02.021
Lin H, Zhang M, Wang F, Meng F, Liao BQ, Hong H, Chen J, Gao W (2014) A critical review of extracellular polymeric substances (EPSs) in membrane bioreactors: characteristics, roles in membrane fouling and control strategies. J Memb Sci 460:110–125. https://doi.org/10.1016/j.memsci.2014.02.034
Liu H, Li Y, Yang C, Pu W, He L, Bo F (2012a) Stable aerobic granules in continuous-flow bioreactor with self-forming dynamic membrane. Bioresour Technol 121:111–118. https://doi.org/10.1016/j.biortech.2012.07.016
Liu X, Li X-M, Yang Q et al (2012b) Landfill leachate pretreatment by coagulation–flocculation process using iron-based coagulants: optimization by response surface methodology. Chem Eng J 200–202:39–51. https://doi.org/10.1016/j.cej.2012.06.012
Liu C, Du Y, Yin H et al (2019) Exchanges of nitrogen and phosphorus across the sediment-water interface influenced by the external suspended particulate matter and the residual matter after dredging. Environ Pollut 246:207–216. https://doi.org/10.1016/j.envpol.2018.11.092
Loderer C, Wörle A, Fuchs W (2012) Influence of different mesh filter module configurations on effluent quality and long-term filtration performance. Environ Sci Technol 46:3844–3850. https://doi.org/10.1021/es204636s
Lotti T, Kleerebezem R, Van Erp Taalman Kip C et al (2014) Anammox growth on pretreated municipal wastewater. Environ Sci Technol 48:7874–7880. https://doi.org/10.1021/es500632k
Lotti T, Kleerebezem R, Abelleira-Pereira JM, Abbas B, van Loosdrecht MCM (2015) Faster through training: the anammox case. Water Res 81:261–268. https://doi.org/10.1016/j.watres.2015.06.001
Lotti T, Milano P, Van Loosdrecht M (2017) Physiological and kinetic characterization of a suspended cell anammox culture. ScienceDirect. Water Res 60:1–14. https://doi.org/10.1016/j.watres.2014.04.017
Ly QV, Nghiem LD, Sibag M, Maqbool T, Hur J (2018) Effects of COD/N ratio on soluble microbial products in effluent from sequencing batch reactors and subsequent membrane fouling. Water Res 134:13–21. https://doi.org/10.1016/j.watres.2018.01.024
Lyko S, Al-Halbouni D, Wintgens T et al (2007) Polymeric compounds in activated sludge supernatant—characterisation and retention mechanisms at a full-scale municipal membrane bioreactor. Water Res 41:3894–3902. https://doi.org/10.1016/j.watres.2007.06.012
Meng F, Su G, Hu Y, Lu H, Huang LN, Chen GH (2014) Improving nitrogen removal in an ANAMMOX reactor using a permeable reactive biobarrier. Water Res 58:82–91. https://doi.org/10.1016/j.watres.2014.03.049
Meng Y, Zhou Z, Meng F (2019) Impacts of diel temperature variations on nitrogen removal and metacommunity of anammox biofilm reactors. Water Res 160:1–9. https://doi.org/10.1016/j.watres.2019.05.021
Murphy KR, Hambly A, Singh S, et al (2011) Organic matter fluorescence in municipal water recycling schemes : toward a unified PARAFAC model. 2909–2916. https://doi.org/10.1021/es103015e
Murphy KR, Stedmon CA, Graeber D, Bro R (2013) Fluorescence spectroscopy and multi-way techniques. PARAFAC. Anal Methods 5:6557–6566. https://doi.org/10.1039/c3ay41160e
Niu Z, Zhang Z, Liu S, Miyoshi T, Matsuyama H, Ni J (2016) Discrepant membrane fouling of partial nitrification and anammox membrane bioreactor operated at the same nitrogen loading rate. Bioresour Technol 214:729–736. https://doi.org/10.1016/j.biortech.2016.05.022
Online VA, Murphy KR, Stedmon CA et al (2014) OpenFluor—an online spectral library of auto–fluorescence by organic compounds in the environment. Anal Methods 3:658–661. https://doi.org/10.1039/c3ay41935e
Plaza C, Senesi N, Polo A, Brunetti G (2005) Acid−base properties of humic and fulvic acids formed during composting. Environ Sci Technol 39:7141–7146. https://doi.org/10.1021/es050613h
Poznyak T, Bautista GL, Chaírez I, Córdova RI, Ríos LE (2008) Decomposition of toxic pollutants in landfill leachate by ozone after coagulation treatment. J Hazard Mater 152:1108–1114. https://doi.org/10.1016/j.jhazmat.2007.07.098
Prasad R, Fu D, Yang J, Xiong J (2019) Operational performance and biofoulants in a dynamic membrane bioreactor. Bioresour Technol 282:156–162. https://doi.org/10.1016/j.biortech.2019.02.034
Rezvani F, Mehrnia MR, Poostchi AA (2014) Optimal operating strategies of SFDM formation for MBR application. Sep Purif Technol 124:124–133. https://doi.org/10.1016/j.seppur.2014.01.028
Sanchez NP, Skeriotis AT, Miller CM (2013) Assessment of dissolved organic matter fluorescence PARAFAC components before and after coagulation e filtration in a full scale water treatment plant. Water Res 47:1679–1690. https://doi.org/10.1016/j.watres.2012.12.032
Schittich A, Wu UJ, Kulkarni HV et al (2018) Investigating fluorescent organic-matter composition as a key predictor for arsenic mobility in groundwater aquifers. https://doi.org/10.1021/acs.est.8b04070
Sheng G, Ã HY (2006) Characterization of extracellular polymeric substances of aerobic and anaerobic sludge using three-dimensional excitation and emission matrix fluorescence spectroscopy. Water Res 40:1233–1239. https://doi.org/10.1016/j.watres.2006.01.023
Siddiqui MA, Dai J, Guan D, Chen G (2019) Exploration of the formation of self-forming dynamic membrane in an upflow anaerobic sludge blanket reactor. Sep Purif Technol 212:757–766. https://doi.org/10.1016/j.seppur.2018.11.065
Stedmon CA, Bro R (2008) Characterizing dissolved organic matter fluorescence with parallel factor analysis: a tutorial. Limnol Oceanogr Methods 6:572–579. https://doi.org/10.4319/lom.2008.6.572
Sun F, Zhang N, Li F, Wang X, Zhang J, Song L, Liang S (2018) Dynamic analysis of self-forming dynamic membrane (SFDM) filtration in submerged anaerobic bioreactor: performance, characteristic, and mechanism. Bioresour Technol 270:383–390. https://doi.org/10.1016/j.biortech.2018.09.003
Suneethi S, Joseph K (2011) ANAMMOX process start up and stabilization with an anaerobic seed in anaerobic membrane bioreactor (AnMBR). Bioresour Technol 102:8860–8867. https://doi.org/10.1016/j.biortech.2011.06.082
Trigo C, Campos JL, Garrido JM, Méndez R (2006) Start-up of the Anammox process in a membrane bioreactor. J Biotechnol 126:475–487. https://doi.org/10.1016/j.jbiotec.2006.05.008
Tucker LR (1951) A method for synthesis of factor analysis studies, (Personnel. Department of the Army, Washington D.C.
Van Der Star WRL, Miclea AI, Van Dongen UGJM et al (2008) The membrane bioreactor: a novel tool to grow anammox bacteria as free cells. Biotechnol Bioeng 101:286–294. https://doi.org/10.1002/bit.21891
Vergine P, Salerno C, Berardi G, Pollice A (2018) Sludge cake and biofilm formation as valuable tools in wastewater treatment by coupling integrated fixed-film activated sludge (IFAS) with self forming dynamic membrane bioreactors (SFD-MBR). Bioresour Technol 268:121–127. https://doi.org/10.1016/j.biortech.2018.07.120
Wang T, Zhang H, Yang F, Liu S, Fu Z, Chen H (2009) Start-up of the Anammox process from the conventional activated sludge in a membrane bioreactor. Bioresour Technol 100:2501–2506. https://doi.org/10.1016/j.biortech.2008.12.011
Wang Y, Ma X, Zhou S, Lin X, Ma B, Park HD, Yan Y (2016) Expression of the nirS, hzsA, and hdh genes in response to nitrite shock and recovery in Candidatus Kuenenia stuttgartiensis. Environ Sci Technol 50:6940–6947. https://doi.org/10.1021/acs.est.6b00546
Wu UJ, Murphy KR, Stedmon CA (2017) The one-sample PARAFAC approach reveals molecular size distributions of fluorescent components in dissolved organic matter. https://doi.org/10.1021/acs.est.7b03260
Wünsch UJ, Geuer JK, Lechtenfeld OJ, Koch BP, Murphy KR, Stedmon CA (2018) Quantifying the impact of solid-phase extraction on chromophoric dissolved organic matter composition. Mar Chem 207:33–41. https://doi.org/10.1016/j.marchem.2018.08.010
Yamashita Y, Scinto LJ, Maie N, Jaffe R (2010) Dissolved organic matter characteristics across a subtropical wetland’s landscape : application of optical properties in the assessment of environmental dynamics. 1006–1019. https://doi.org/10.1007/s10021-010-9370-1
Yang L, Hur J, Zhuang W (2015) Occurrence and behaviors of fluorescence EEM-PARAFAC components in drinking water and wastewater treatment systems and their applications: a review. 6500–6510. https://doi.org/10.1007/s11356-015-4214-3
Zhang Y, Zhao Y, Chu H, Dong B, Zhou X (2014) Characteristics of dynamic membrane filtration: structure, operation mechanisms, and cost analysis. Chin Sci Bull 59:247–260. https://doi.org/10.1007/s11434-013-0048-x
Zhang L, Narita Y, Gao L, Ali M, Oshiki M, Okabe S (2017) Maximum specific growth rate of anammox bacteria revisited. Water Res 116:296–303. https://doi.org/10.1016/j.watres.2017.03.027
Zhu Y, Cao L, Wang Y (2019) Characteristics of a self-forming dynamic membrane coupled with a bioreactor in application of Anammox processes. Environ Sci Technol 53:13158–13167. https://doi.org/10.1021/acs.est.9b04314
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This work was supported by the National Natural Science Foundation of China (NSFC) (51778446 and 51522809). The Foundation of the State Key Laboratory of Pollution Control and Resource Reuse (Tongji University, China) (PCRRY 0400231010) is also acknowledged. This work was also supported by the Opening Project of National Engineering Laboratory for Advanced Municipal Wastewater Treatment and Reuse Technology.
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Zhu, Y., Cao, L., Ni, L. et al. Insights into fouling behavior in a novel anammox self-forming dynamic membrane bioreactor by the fluorescence EEM-PARAFAC analysis. Environ Sci Pollut Res 27, 40041–40053 (2020). https://doi.org/10.1007/s11356-020-09944-1
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DOI: https://doi.org/10.1007/s11356-020-09944-1