Understanding ultrafiltration membrane fouling by soluble microbial product and effluent organic matter using fluorescence excitation-emission matrix coupled with parallel factor analysis

被引:27
|
作者
Yu, Huarong [1 ]
Qu, Fangshu [1 ]
Chang, Haiqing [1 ]
Shao, Senlin [1 ]
Zou, Xiaoxu [2 ]
Li, Guibai [1 ]
Liang, Heng [1 ]
机构
[1] Harbin Inst Technol, SKLUWRE, Harbin 1500090, Peoples R China
[2] Sun Yat Sen Univ, Affiliated Hosp 1, Sci Res Dept, Guangzhou 510080, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Soluble microbial product (SMP); Effluent organic matter (EfOM); Ultrafiltration (UF); Excitation-emission matrix (EEM); Parallel factor analysis (PARAFAC); DRINKING-WATER TREATMENT; WASTE-WATER; PARAFAC COMPONENTS; TREATMENT-PLANT; SPECTROSCOPY; REUSE; EFOM; TERRESTRIAL; SUBSTANCES; FILTRATION;
D O I
10.1016/j.ibiod.2015.01.011
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Membrane fouling of soluble microbial product (SMP) and effluent organic matter (EfOM) in ultrafiltration (UF) was investigated by using fluorescence excitation emission matrix coupled with parallel factor analysis (EEM-PARAFAC) as well as dissolved organic carbon (DOC) and polysaccharides measurement. SMP and EfOM samples were generated in bench-scale sequencing batch reactors (SBRs) fed with synthetic wastewater and domestic wastewater under different solid retention times (SRTs). Results showed that EfOM contained more DOC and more sub-fractional components except for tyrosine-like substances compared to SMP, however, SMP caused more severe fouling. The fluorescence intensity of tyrosine-like substances in UF feed showed good correlation with membrane fouling index, suggesting that it can serve as a fouling potential indicator. The mass balance analysis also indicated that the tyrosine-like substances was a major foulant. Membrane fouling was alleviated as SRT increased, which can be associated with the decrease of protein-like (tyrosine-like and tryptophan-like) substances under longer SRT. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:56 / 63
页数:8
相关论文
共 50 条
  • [32] Characterization of dissolved organic matter in urban sewage using excitation emission matrix fluorescence spectroscopy and parallel factor analysis
    Guo, Weidong
    Xu, Jing
    Wang, Jiangping
    Wen, Yingrou
    Zhuo, Jianfu
    Yan, Yuchao
    JOURNAL OF ENVIRONMENTAL SCIENCES, 2010, 22 (11) : 1728 - 1734
  • [33] Tracking variations in fluorescent-dissolved organic matter in an aerobic submerged membrane bioreactor using excitation-emission matrix spectra combined with parallel factor analysis
    Hur, Jin
    Shin, Jaewon
    Kang, Minsun
    Cho, Jinwoo
    BIOPROCESS AND BIOSYSTEMS ENGINEERING, 2014, 37 (08) : 1487 - 1496
  • [34] 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
  • [35] 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
  • [36] 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
  • [37] 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
  • [38] Characterization of fresh and decomposed dissolved organic matter using excitation-emission matrix fluorescence spectroscopy and multiway analysis
    Hunt, James F.
    Ohno, Tsutomu
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2007, 55 (06) : 2121 - 2128
  • [39] Application of Excitation-Emission Matrix Spectrum Combined with Parallel Factor Analysis in Dissolved Organic Matter in East China Sea
    Lu Li-sha
    Zhao Wei-hong
    Miao Hui
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2013, 33 (03) : 653 - 658
  • [40] Quantitative Analysis of Two Food Colors Using Excitation-Emission Matrix Spectra Coupled with Parallel Factor Algorithm
    Li Run
    Chen Guo-qing
    Zhu Chun
    Kong Fan-biao
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2014, 34 (01) : 111 - 115