메뉴 건너뛰기




Volumn 36, Issue 4, 2013, Pages 499-514

Biological nitrogen and phosphorus removal in membrane bioreactors: Model development and parameter estimation

Author keywords

ASM2d SMP; MBR modelling; Membrane fouling; Model calibration; Nitrogen and phosphorus removal

Indexed keywords

ACTIVATED SLUDGE PROCESS; BIOREACTORS; MEMBRANE FOULING; MEMBRANES; NITROGEN; NITROGEN REMOVAL; PHOSPHORUS; PILOT PLANTS; SEWAGE TREATMENT PLANTS; WASTEWATER TREATMENT;

EID: 84879452514     PISSN: 16157591     EISSN: 16157605     Source Type: Journal    
DOI: 10.1007/s00449-012-0806-1     Document Type: Article
Times cited : (29)

References (48)
  • 1
    • 33746095810 scopus 로고    scopus 로고
    • The effect of organic loading on process performance and membrane fouling in a submerged membrane bioreactor treating municipal wastewater
    • DOI 10.1016/j.watres.2006.04.020, PII S0043135406002399
    • Trussell RS, Merlo RP, Hermanowicz SW, Jenkins D (2006) The effect of organic loading on process performance and membrane fouling in a submerged membrane bioreactor treating municipal wastewater. Water Res 40(14):2675-2683 (Pubitemid 44080279)
    • (2006) Water Research , vol.40 , Issue.14 , pp. 2675-2683
    • Trussell, R.S.1    Merlo, R.P.2    Hermanowicz, S.W.3    Jenkins, D.4
  • 4
    • 79551685543 scopus 로고    scopus 로고
    • Evaluation of biomass activity and wastewater characterization in a UCT-MBR pilot plant by means of respirometric techniques
    • Di Trapani D, Capodici M, Cosenza A, Di Bella G, Mannina G, Torregrossa M, Viviani G (2011) Evaluation of biomass activity and wastewater characterization in a UCT-MBR pilot plant by means of respirometric techniques. Desalination 269:190-197
    • (2011) Desalination , vol.269 , pp. 190-197
    • Di Trapani, D.1    Capodici, M.2    Cosenza, A.3    Di Bella, G.4    Mannina, G.5    Torregrossa, M.6    Viviani, G.7
  • 5
    • 33748767651 scopus 로고    scopus 로고
    • Fouling in membrane bioreactors used in wastewater treatment
    • DOI 10.1016/j.memsci.2006.08.019, PII S0376738806005679
    • Le-Clech P, Chen V, Fane TAG (2006) Fouling in membrane bioreactors used in wastewater treatment. J Membr Sci 284(1-2):17-53 (Pubitemid 44416548)
    • (2006) Journal of Membrane Science , vol.284 , Issue.1-2 , pp. 17-53
    • Le-Clech, P.1    Chen, V.2    Fane, T.A.G.3
  • 6
    • 62649118197 scopus 로고    scopus 로고
    • Recent advances in membrane bioreactors (MBRs): Membrane fouling and membrane material
    • Meng F, Chae SR, Drews A, Kraume M, Shin HS, Yang F (2009) Recent advances in membrane bioreactors (MBRs): membrane fouling and membrane material. Water Res 43:1489-1512
    • (2009) Water Res , vol.43 , pp. 1489-1512
    • Meng, F.1    Chae, S.R.2    Drews, A.3    Kraume, M.4    Shin, H.S.5    Yang, F.6
  • 7
    • 77956338892 scopus 로고    scopus 로고
    • Membrane fouling in membrane bioreactors - Characterisation, contradictions, cause and cures
    • Drews A (2010) Membrane fouling in membrane bioreactors - characterisation, contradictions, cause and cures. J Membr Sci 363(1-2):1-28
    • (2010) J Membr Sci , vol.363 , Issue.1-2 , pp. 1-28
    • Drews, A.1
  • 8
    • 77955276490 scopus 로고    scopus 로고
    • Activated sludge model (ASM) based modelling of membrane bioreactor (MBR) processes: A critical review with special regard to MBR specificities
    • Fenu A, Guglielmi G, Jimenez J, Spèrandio M, Saroj D, Lesjean B, Brepols C, Thoeye C, Nopens I (2010) Activated sludge model (ASM) based modelling of membrane bioreactor (MBR) processes: a critical review with special regard to MBR specificities. Water Res 44(15):4272-4294
    • (2010) Water Res , vol.44 , Issue.15 , pp. 4272-4294
    • Fenu, A.1    Guglielmi, G.2    Jimenez, J.3    Spèrandio, M.4    Saroj, D.5    Lesjean, B.6    Brepols, C.7    Thoeye, C.8    Nopens, I.9
  • 10
    • 49549105134 scopus 로고    scopus 로고
    • Modelling an aerobic submerged membrane bioreactor with ASM models on a large range of sludge retention time
    • Spérandio M, Espinosa MC (2008) Modelling an aerobic submerged membrane bioreactor with ASM models on a large range of sludge retention time. Desalination 231(1-3):82-90
    • (2008) Desalination , vol.231 , Issue.1-3 , pp. 82-90
    • Spérandio, M.1    Espinosa, M.C.2
  • 11
    • 77957966077 scopus 로고    scopus 로고
    • Uncertainty assessment of a membrane bioreactor model using the GLUE methodology
    • Mannina G, Di Bella G, Viviani G (2010) Uncertainty assessment of a membrane bioreactor model using the GLUE methodology. Biochem Eng J 52(2):263-275
    • (2010) Biochem Eng J , vol.52 , Issue.2 , pp. 263-275
    • Mannina, G.1    Di Bella, G.2    Viviani, G.3
  • 12
    • 33845435205 scopus 로고    scopus 로고
    • Effects of sludge retention time on membrane fouling and microbial community structure in a membrane bioreactor
    • DOI 10.1016/j.memsci.2006.10.036, PII S037673880600706X
    • 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 Membr Sci 287:211-218 (Pubitemid 44908795)
    • (2007) Journal of Membrane Science , vol.287 , Issue.2 , pp. 211-218
    • Ahmed, Z.1    Cho, J.2    Lim, B.-R.3    Song, K.-G.4    Ahn, K.-H.5
  • 13
    • 34249799568 scopus 로고    scopus 로고
    • A mini-review of modelling studies on membrane bioreactor (MBR) treatment for municipal wastewaters
    • Ng HY, Kim AS (2007) A mini-review of modelling studies on membrane bioreactor (MBR) treatment for municipal wastewaters. Desalination 212:261-281
    • (2007) Desalination , vol.212 , pp. 261-281
    • Ng, H.Y.1    Kim, A.S.2
  • 14
    • 55749115779 scopus 로고    scopus 로고
    • Modelling of submerged membrane bioreactor: Conceptual study about link between activated sludge biokinetics, aeration and fouling process
    • Zarragoitia-González A, Schetrite S, Alliet M, Jáuregui-Haza U, Albasi C (2008) Modelling of submerged membrane bioreactor: conceptual study about link between activated sludge biokinetics, aeration and fouling process. J Membr Sci 325:612-624
    • (2008) J Membr Sci , vol.325 , pp. 612-624
    • Zarragoitia-González, A.1    Schetrite, S.2    Alliet, M.3    Jáuregui-Haza, U.4    Albasi, C.5
  • 15
    • 0035065185 scopus 로고    scopus 로고
    • A model for membrane bioreactor process based on the concept of formation and degradation of soluble microbial products
    • DOI 10.1016/S0043-1354(00)00461-9, PII S0043135400004619
    • Lu SG, Imai T, Ukita M, Sekine M, Higuchi T, Fukagawa M (2001) A model for membrane bioreactor process based on the concept of formation and degradation of soluble microbial products. Water Res 35(8):2038-2048 (Pubitemid 32280280)
    • (2001) Water Research , vol.35 , Issue.8 , pp. 2038-2048
    • Lu, S.G.1    Imai, T.2    Ukita, M.3    Sekine, M.4    Higuchi, T.5    Fukagawa, M.6
  • 16
    • 54049137956 scopus 로고    scopus 로고
    • An integrated model for physical-biological wastewater organic removal in a submerged membrane bioreactor: Model development and parameter estimation
    • Di Bella G, Mannina G, Viviani G (2008) An integrated model for physical-biological wastewater organic removal in a submerged membrane bioreactor: model development and parameter estimation. J Membr Sci 322(1):1-12
    • (2008) J Membr Sci , vol.322 , Issue.1 , pp. 1-12
    • Di Bella, G.1    Mannina, G.2    Viviani, G.3
  • 17
    • 0033955696 scopus 로고    scopus 로고
    • Modeling of fouling reduction by secondary membranes
    • Kuberkar VT, Davis RH (2000) Modeling of fouling reduction by secondary membranes. J Membr Sci 168:243-257
    • (2000) J Membr Sci , vol.168 , pp. 243-257
    • Kuberkar, V.T.1    Davis, R.H.2
  • 18
    • 79957556231 scopus 로고    scopus 로고
    • An integrated model for biological and physical process simulation in membrane bioreactors (MBRs)
    • Mannina G, Di Bella G, Viviani G (2011) An integrated model for biological and physical process simulation in membrane bioreactors (MBRs). J Membr Sci 376:56-69
    • (2011) J Membr Sci , vol.376 , pp. 56-69
    • Mannina, G.1    Di Bella, G.2    Viviani, G.3
  • 19
    • 84866012105 scopus 로고    scopus 로고
    • Modelling bioprocesses and membrane fouling in membrane bioreactor (MBR): A review towards finding an integrated model framework
    • in press
    • Zuthi MFR, Ngo HH, Guo WS (2012) Modelling bioprocesses and membrane fouling in membrane bioreactor (MBR): a review towards finding an integrated model framework. Bioresour Technol (in press)
    • (2012) Bioresour Technol
    • Zuthi, M.F.R.1    Ngo, H.H.2    Guo, W.S.3
  • 20
    • 84866045579 scopus 로고    scopus 로고
    • Critical review of membrane bioreactor models-Part 1: Biokinetic and filtration models
    • in press
    • Naessens W, Maere T, Nopens I (2012) Critical review of membrane bioreactor models-Part 1: biokinetic and filtration models. Bioresour Technol (in press)
    • (2012) Bioresour Technol
    • Naessens, W.1    Maere, T.2    Nopens, I.3
  • 21
    • 0036753969 scopus 로고    scopus 로고
    • Practical identifiability of ASM2d parameters - Systematic selection and tuning of parameter subsets
    • DOI 10.1016/S0043-1354(02)00104-5, PII S0043135402001045
    • Brun R, Kühni M, Siegrist H, Gujer W, Reichert P (2002) Practical identifiability of ASM2d parameters-systematic selection and tuning of parameter subsets. Water Res 36:4113-4127 (Pubitemid 35303342)
    • (2002) Water Research , vol.36 , Issue.16 , pp. 4113-4127
    • Brun, R.1    Kuhni, M.2    Siegrist, H.3    Gujer, W.4    Reichert, P.5
  • 23
    • 85012830277 scopus 로고    scopus 로고
    • Evaluation of an ASM1 model calibration procedure on a municipalindustrial wastewater treatment plant
    • Petersen B, Gernaey K, Henze M, Vanrolleghem PA (2002) Evaluation of an ASM1 model calibration procedure on a municipalindustrial wastewater treatment plant. J Hydroinform 4(1):15-38
    • (2002) J Hydroinform , vol.4 , Issue.1 , pp. 15-38
    • Petersen, B.1    Gernaey, K.2    Henze, M.3    Vanrolleghem, P.A.4
  • 27
    • 80055005141 scopus 로고    scopus 로고
    • A practical protocol for calibration of nutrient removal wastewater treatment models
    • Mannina G, Cosenza A, Vanrolleghem PA, Viviani G (2011) A practical protocol for calibration of nutrient removal wastewater treatment models. J Hydroinform 13:575-595
    • (2011) J Hydroinform , vol.13 , pp. 575-595
    • Mannina, G.1    Cosenza, A.2    Vanrolleghem, P.A.3    Viviani, G.4
  • 28
    • 0033079533 scopus 로고    scopus 로고
    • A quantitative model-independent method for global sensitivity analysis of model output
    • Saltelli A, Tarantola S, Chan KPS (1999) A quantitative model-independent method for global sensitivity analysis of model output. Technometrics 41(1):39-56
    • (1999) Technometrics , vol.41 , Issue.1 , pp. 39-56
    • Saltelli, A.1    Tarantola, S.2    Chan, K.P.S.3
  • 29
    • 60549110213 scopus 로고    scopus 로고
    • Global sensitivity analysis for model-based prediction of oxidative micropollutant transformation during drinking water treatment
    • Neumann MB, Gujer W, von Gunten U (2009) Global sensitivity analysis for model-based prediction of oxidative micropollutant transformation during drinking water treatment. Water Res 43:997-1004
    • (2009) Water Res , vol.43 , pp. 997-1004
    • Neumann, M.B.1    Gujer, W.2    Von Gunten, U.3
  • 31
    • 71749111520 scopus 로고    scopus 로고
    • A modified activated sludge model to estimate solids production at low and high solids retention time
    • Lubello C, Caffaz S, Gori R, Munz G (2009) A modified activated sludge model to estimate solids production at low and high solids retention time. Water Res 43(18):4539-4548
    • (2009) Water Res , vol.43 , Issue.18 , pp. 4539-4548
    • Lubello, C.1    Caffaz, S.2    Gori, R.3    Munz, G.4
  • 33
    • 33646787098 scopus 로고    scopus 로고
    • Modelling of membrane fouling in a submerged membrane bioreactor
    • DOI 10.1016/j.memsci.2005.10.051, PII S0376738805008021
    • Li X, Wang X (2006) Modelling of membrane fouling in a submerged membrane bioreactor. J Membr Sci 278:151-161 (Pubitemid 43766645)
    • (2006) Journal of Membrane Science , vol.278 , Issue.1-2 , pp. 151-161
    • Li, X.-y.1    Wang, X.-m.2
  • 34
    • 33748761125 scopus 로고    scopus 로고
    • Steady-state modeling of bio-fouling potentials with respect to the biological kinetics in the submerged membrane bioreactor (SMBR)
    • DOI 10.1016/j.memsci.2006.08.001, PII S0376738806005229
    • Jang N, Ren X, Cho J, Kim IS (2006) Steady-state modelling of biofouling potentials with respect to the biological kinetics in the submerged membrane bioreactor. J Membr Sci 284:352-360 (Pubitemid 44416540)
    • (2006) Journal of Membrane Science , vol.284 , Issue.1-2 , pp. 352-360
    • Jang, N.1    Ren, X.2    Cho, J.3    Kim, I.S.4
  • 35
    • 0003505334 scopus 로고    scopus 로고
    • APHA, AWWA, WEF 20th edn. American Public Health Association/American Water Works Association/Water Environment Federation, Washington, DC, USA
    • APHA, AWWA, WEF (1998) Standard methods for the examination of water and wastewater, 20th edn. American Public Health Association/American Water Works Association/Water Environment Federation, Washington, DC, USA
    • (1998) Standard Methods for the Examination of Water and Wastewater
  • 39
    • 78650416295 scopus 로고    scopus 로고
    • Global sensitivity analysis in wastewater treatment plant model applications: Prioritizing sources of uncertainty
    • Sin G, Gernaey KV, Neumann MB, van Loosdrecht MCM, Gujer W (2011) Global sensitivity analysis in wastewater treatment plant model applications: prioritizing sources of uncertainty. Water Res 45:639-651
    • (2011) Water Res , vol.45 , pp. 639-651
    • Sin, G.1    Gernaey, K.V.2    Neumann, M.B.3    Van Loosdrecht, M.C.M.4    Gujer, W.5
  • 40
    • 0027009437 scopus 로고
    • The future of distributed models: Model calibration and uncertainty prediction
    • Beven KJ, Binley A (1992) The future of distributed models: model calibration and uncertainty prediction. Hydrolog Processes 6(3):279-298
    • (1992) Hydrolog Processes , vol.6 , Issue.3 , pp. 279-298
    • Beven, K.J.1    Binley, A.2
  • 41
    • 33644526990 scopus 로고    scopus 로고
    • A manifesto for the equifinality thesis
    • Beven KJ (2006) A manifesto for the equifinality thesis. J Hydrol 320(1-2):18-36
    • (2006) J Hydrol , vol.320 , Issue.1-2 , pp. 18-36
    • Beven, K.J.1
  • 42
    • 0030668331 scopus 로고    scopus 로고
    • A procedure for selecting best identifiable parameters in calibrating Activated Sludge Model No. 1 to full-scale plant data
    • DOI 10.1016/S0273-1223(97)00463-0, PII S0273122397004630
    • Weijers SR, Vanrolleghem PA (1997) A procedure for selecting best identifiable parameters in calibrating activated sludge model No.1 to full-scale plant data. Water Sci Technol 36(5):69-79 (Pubitemid 27507419)
    • (1997) Water Science and Technology , vol.36 , Issue.5 , pp. 69-79
    • Weijers, S.R.1    Vanrolleghem, P.A.2
  • 44
    • 83855160786 scopus 로고    scopus 로고
    • Sensitivity and uncertainty analyses of an extended ASM3-SMP model describing membrane bioreactor operation
    • Cheng L, Tian Y, Cao C, Zhang S, Zhang S (2012) Sensitivity and uncertainty analyses of an extended ASM3-SMP model describing membrane bioreactor operation. J Membr Sci 389:99-109
    • (2012) J Membr Sci , vol.389 , pp. 99-109
    • Cheng, L.1    Tian, Y.2    Cao, C.3    Zhang, S.4    Zhang, S.5
  • 46
    • 0003428318 scopus 로고    scopus 로고
    • PhD thesis, Department of Industrial Electrical Engineering and Automation (IEA), Lund Institute of Technology (LTH), Sweden
    • Jeppsson U (1996) Modelling aspect of wastewater treatment process. PhD thesis, Department of Industrial Electrical Engineering and Automation (IEA), Lund Institute of Technology (LTH), Sweden
    • (1996) Modelling Aspect of Wastewater Treatment Process
    • Jeppsson, U.1
  • 47
    • 0034840378 scopus 로고    scopus 로고
    • The EAWAG Bio-P module for activated sludge model No. 3
    • DOI 10.1016/S0043-1354(01)00110-5, PII S0043135401001105
    • Rieger L, Koch G, Kühni M, Gujer W, Siegrist H (2001) The EAWAG Bio-P module for activated sludge model No. 3. Water Res 35(16):3887-3903 (Pubitemid 32824088)
    • (2001) Water Research , vol.35 , Issue.16 , pp. 3887-3903
    • Rieger, L.1    Koch, G.2    Kuhni, M.3    Gujer, W.4    Siegrist, H.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.