Identification of irreversible UF membrane foulants by fluorescence excitation-emission matrix coupled with parallel factor analysis

被引:7
|
作者
Tian, Jiayu [1 ]
Yu, Huarong [1 ]
Shen, Yiwei [1 ]
Shi, Wenxin [1 ]
Liu, Dongmei [1 ]
Gao, Shanshan [1 ]
Cui, Fuyi [1 ]
机构
[1] Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R China
基金
中国国家自然科学基金;
关键词
Ultrafiltration; Irreversible membrane fouling; Natural organic matter; Fluorescence excitation-emission matrix; Parallel factor analysis; NATURAL ORGANIC-MATTER; DRINKING-WATER TREATMENT; ULTRAFILTRATION MEMBRANES; SURFACE-WATER; WASTE-WATER; PRETREATMENT; COAGULATION; FRACTIONS; NOM; MICROFILTRATION;
D O I
10.1080/19443994.2015.1127783
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
In this work, a total of nine water samples were taken from different water sources at different seasons for UF membrane fouling experiments, with the purpose to find out if there were common foulant components responsible for the irreversible membrane fouling. It was found that the increase in DOC and UV254 in raw water caused a corresponding increase in the developing rate of irreversible membrane fouling, demonstrating NOM as the major membrane foulants. Using the fluorescence excitation-emission matrices coupled with parallel factor analysis, four fluorescence components in NOM were identified, i.e. microbial-derived and terrestrial-derived humic-like substances (C1 and C3), tryptophanlike and tyrosine-like proteins (C2 and C4). The C2 exhibited a strong correlation with the irreversible fouling of UF membrane, while no correlation between C4 and irreversible membrane fouling was observed. The humic-like substances were shown to be weakly correlated to the irreversible membrane fouling. By multivariate linear regression, synergistic fouling effect was identified between the C2 and C3, but a comparison of their coefficients revealed that C2 made a considerably larger contribution to the irreversible membrane fouling than C3. The results may provide insights into the development of appropriate fouling control strategies for sustainable UF operation.
引用
下载
收藏
页码:21794 / 21805
页数:12
相关论文
共 50 条
  • [1] Identification of species and sources of atmospheric chromophores by fluorescence excitation-emission matrix with parallel factor analysis
    Chen, Qingcai
    Li, Jinwen
    Hua, Xiaoyu
    Jiang, Xiaotong
    Mu, Zhen
    Wang, Mamin
    Wang, Jin
    Shan, Ming
    Yang, Xudong
    Fan, Xingjun
    Song, Jianzhong
    Wang, Yuqin
    Guan, Dongjie
    Du, Lin
    SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 718
  • [2] Characterization of organic membrane foulants with front-face fluorescence excitation-emission matrix
    Wu Z.
    Yu H.
    Liang H.
    Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, 2019, 51 (02): : 22 - 26
  • [3] Research of Identification Method for the Oil Spills Species Based on Fluorescence Excitation-Emission Matrix and Parallel Factor Analysis
    Zhou Yan-lei
    Zhou Fei-fei
    Jiang Cong-cong
    Shi Xiao-yong
    Su Rong-guo
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38 (02) : 475 - 480
  • [4] Understanding ultrafiltration membrane fouling by extracellular organic matter of Microcystis aeruginosa using fluorescence excitation-emission matrix coupled with parallel factor analysis
    Yu, Huarong
    Qu, Fangshu
    Liang, Heng
    Han, Zheng-shuang
    Ma, Jun
    Shao, Senlin
    Chang, Haiqing
    Li, Guibai
    DESALINATION, 2014, 337 : 67 - 75
  • [5] Fluorescence excitation-emission matrix spectra coupled with parallel factor and regional integration analysis to characterize organic matter humification
    He, Xiao-Song
    Xi, Bei-Dou
    Li, Xiang
    Pan, Hong-Wei
    An, Da
    Bai, Shuo-Guo
    Li, Dan
    Cui, Dong-Yu
    CHEMOSPHERE, 2013, 93 (09) : 2208 - 2215
  • [6] Novel insights into sludge dewaterability by fluorescence excitation-emission matrix combined with parallel factor analysis
    Yu, Guany-Hui
    He, Pin-Jing
    Shao, Li-Ming
    WATER RESEARCH, 2010, 44 (03) : 797 - 806
  • [7] Fluorescence Excitation-Emission Matrix Spectroscopy and Parallel Factor Analysis in Drinking Water Treatment: A Review
    Markechova, Diana
    Tomkova, Michaela
    Sadecka, Jana
    POLISH JOURNAL OF ENVIRONMENTAL STUDIES, 2013, 22 (05): : 1289 - 1295
  • [8] Assessing irreversible fouling behavior of membrane foulants in the ultrafiltration of natural water using principal component analysis of fluorescence excitation-emission matrices
    Peiris, R. H.
    Budman, H.
    Legge, R. L.
    Moresoli, C.
    WATER SCIENCE AND TECHNOLOGY-WATER SUPPLY, 2011, 11 (02): : 179 - 185
  • [9] Understanding ultrafiltration membrane fouling by soluble microbial product and effluent organic matter using fluorescence excitation-emission matrix coupled with parallel factor analysis
    Yu, Huarong
    Qu, Fangshu
    Chang, Haiqing
    Shao, Senlin
    Zou, Xiaoxu
    Li, Guibai
    Liang, Heng
    INTERNATIONAL BIODETERIORATION & BIODEGRADATION, 2015, 102 : 56 - 63
  • [10] Rapid and simple analysis of amphetamine-type illegal drugs using excitation-emission matrix fluorescence coupled with parallel factor analysis
    Xu, Buyi
    Ye, Yi
    Liao, Linchuan
    FORENSIC SCIENCES RESEARCH, 2019, 4 (02) : 179 - 187