Prediction of particulate fouling in full-scale reverse osmosis plants using the modified fouling index-ultrafiltration (MFI-UF) method

被引:4
|
作者
Abunada, Mohanad [1 ,2 ]
Dhakal, Nirajan [1 ]
Gulrez, Raffay [1 ]
Ajok, Pamela [1 ]
Li, Yuke [1 ]
Abushaban, Almotasembellah [3 ]
Smit, Herman [4 ]
Moed, David [5 ]
Ghaffour, Noreddine [6 ]
Schippers, Jan C. [1 ]
Kennedy, Maria D. [1 ,2 ]
机构
[1] IHE Delft Inst Water Educ, Water Supply Sanitat & Environm Engn Dept, Westvest 7, NL-2611 AX Delft, Netherlands
[2] Delft Univ Technol, Fac Civil Engn, Stevinweg 1, NL-2628 CN Delft, Netherlands
[3] Mohammed VI Polytech Univ, Int Water Res Inst, Lot 660, Ben Guerir 43150, Morocco
[4] PWN, Rijksweg 501, NL-1991 AS Velserbroek, Netherlands
[5] Evides Industriewater, NL-3006 AL Rotterdam, Netherlands
[6] King Abdullah Univ Sci & Technol KAUST, Water Desalinat & Reuse Ctr WDRC, Biol & Environm Sci & Engn BESE Div, Thuwal 239556900, Saudi Arabia
关键词
Reverse osmosis (RO); Particulate fouling prediction; MFI-UF; Particle deposition factor; Membrane surface porosity correction; CONSTANT FLUX; PRETREATMENT; SEAWATER; DECLINE; ATP;
D O I
10.1016/j.desal.2023.116478
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
This study aims at applying and verifying the MFI-UF method to predict particulate fouling in RO plants. Two full-scale RO plants treating surface water, with average capacity of 800-2000 m3/h, were studied. Firstly, the MFI-UF of RO feed and concentrate was measured using 5-100 kDa membranes at same flux applied in the RO plants (20-26 L/m2.h). Subsequently, the particle disposition factor (omega) was calculated to simulate particle deposition in RO cross-flow filtration. Finally, particulate fouling rates were predicted based on MFI-UF and omega, and compared with the actual fouling rates in the plants. For plant A, the results showed that the fouling rates predicted using MFI-UF measured with 100 kDa membrane have the best agreement with the actual fouling (with 3-11 % deviation). For plant B, the fouling rates predicted based on both 10 and 100 kDa membranes agree well with the actual fouling (with 2 % and 15 % deviation, respectively). However, the fouling predicted based on 5 kDa membrane is considerably overestimated for both plants, which is attributed to the effect of the low surface porosity of 5 kDa membrane. More widespread applications of MFI-UF in full-scale RO plants are required to demonstrate the most suitable MFI-UF membranes for fouling prediction.
引用
收藏
页数:11
相关论文
共 24 条
  • [1] Calibrating and Validating the MFI-UF Method to Measure Particulate Fouling in Reverse Osmosis
    Abunada, Mohanad
    Dhakal, Nirajan
    Andyar, William Z.
    Li, Yuke
    Ajok, Pamela
    Ghaffour, Noreddine
    Schippers, Jan C.
    Kennedy, Maria D.
    MEMBRANES, 2023, 13 (05)
  • [2] The modified fouling index using ultrafiltration membranes (MFI-UF): characterisation, filtration mechanisms and proposed reference membrane
    Boerlage, SFE
    Kennedy, MD
    Dickson, MR
    El-Hodali, DEY
    Schippers, JC
    JOURNAL OF MEMBRANE SCIENCE, 2002, 197 (1-2) : 1 - 21
  • [3] Comparison of MFI-UF constant pressure, MFI-UF constant flux and Crossflow Sampler-Modified Fouling Index Ultrafiltration (CFS-MFIUF)
    Sim, Lee Nuang
    Ye, Yun
    Chen, Vicki
    Fane, Anthony G.
    WATER RESEARCH, 2011, 45 (04) : 1639 - 1650
  • [4] Fouling Development in Full-Scale Reverse Osmosis Process
    Tran, T.
    Bolto, B.
    Gray, S.
    Hoang, M.
    Ostarcevic, E.
    WATER PRACTICE AND TECHNOLOGY, 2008, 3 (04):
  • [5] Modeling the effects of fouling on full-scale reverse osmosis processes
    Hoek, Eric M. V.
    Allred, Jeff
    Knoell, Tom
    Jeong, Byeong-Heon
    JOURNAL OF MEMBRANE SCIENCE, 2008, 314 (1-2) : 33 - 49
  • [6] A more effective method for fouling characterization in a full-scale reverse osmosis process
    Tay, KG
    Song, LF
    DESALINATION, 2005, 177 (1-3) : 95 - 107
  • [7] Application of multiple modified fouling index (MFI) measurements at full-scale SWRO plant
    Jin, Yongxun
    Lee, Hyunkyung
    Jin, Yang Oh
    Hong, Seungkwan
    DESALINATION, 2017, 407 : 24 - 32
  • [8] Cost of fouling in full-scale reverse osmosis and nanofiltration installations in the Netherlands
    Jafari, M.
    Vanoppen, M.
    van Agtmaal, J. M. C.
    Cornelissen, E. R.
    Vrouwenvelder, J. S.
    Verliefde, A.
    van Loosdrecht, M. C. M.
    Picioreanu, C.
    DESALINATION, 2021, 500
  • [9] Prediction of ultrafiltration membrane fouling using statistical models in pilot and full-scale operations
    Park, Nayoung
    Kim, Hyungsoo
    Lee, Yongsoo
    Choi, Yongjun
    Lee, Sangyoup
    DESALINATION AND WATER TREATMENT, 2021, 227 : 86 - 92
  • [10] A completely theoretical approach for assessing fouling propensity along a full-scale reverse osmosis process
    Alhseinat, Emad
    Sheikholeslami, Roya
    DESALINATION, 2012, 301 : 1 - 9