Investigating the role of biofilms in trihalomethane formation in water distribution systems with a multicomponent model

被引:79
作者
Abokifa, Ahmed A. [1 ]
Yang, Y. Jeffrey [2 ]
Lo, Cynthia S. [1 ]
Biswas, Pratim [1 ]
机构
[1] Washington Univ, Dept Energy Environm & Chem Engn, St Louis, MO 63130 USA
[2] US EPA, Off Res & Dev, Natl Risk Management Res Lab, Cincinnati, OH 45268 USA
关键词
Chlorine; Biofilm; Disinfection by-products; Biomass-derived precursor; Multi species; Reactive transport; EXTRACELLULAR POLYMERIC SUBSTANCES; DISINFECTION BY-PRODUCTS; DRINKING-WATER; HETEROTROPHIC BACTERIA; FORMATION KINETICS; DBP FORMATION; CHLORINE; TRANSPORT; IMPACT; PIPE;
D O I
10.1016/j.watres.2016.08.006
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Biofilms are ubiquitous in the pipes of drinking water distribution systems (DWDSs), and recent experimental studies revealed that the chlorination of the microbial carbon associated with the biofilm contributes to the total disinfection by-products (DBPs) formation with distinct mechanisms from those formed from precursors derived from natural organic matter (NOM). A multiple species reactive transport model was developed to explain the role of biofilms in DBPs formation by accounting for the simultaneous transport and interactions of disinfectants, organic compounds, and biomass. Using parameter values from experimental studies in the literature, the model equations were solved to predict chlorine decay and microbial regrowth dynamics in an actual DWDS, and trihalomethanes (THMs) formation in a pilot-scale distribution system simulator. The model's capability of reproducing the measured concentrations of free chlorine, suspended biomass, and THMs under different hydrodynamic and temperature conditions was demonstrated. The contribution of bacteria-derived precursors to the total THMs production was found to have a significant dependence on the system's hydraulics, seasonal variables, and the quality of the treated drinking water. Under system conditions that promoted fast bacterial re-growth, the transformation of non-microbial into microbial carbon DBP precursors by the biofilms showed a noticeable effect on the kinetics of THMs formation, especially when a high initial chlorine dose was applied. These conditions included elevated water temperature and high concentrations of nutrients in the influent water. The fraction of THMs formed from microbial sources was found to reach a peak of 12% of the total produced THMs under the investigated scenarios. The results demonstrated the importance of integrating bacterial regrowth dynamics in predictive DBPs formation models. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:208 / 219
页数:12
相关论文
共 47 条
  • [1] Water quality modeling in the dead end sections of drinking water distribution networks
    Abokifa, Ahmed A.
    Yang, Y. Jeffrey
    Lo, Cynthia S.
    Biswas, Pratim
    [J]. WATER RESEARCH, 2016, 89 : 107 - 117
  • [2] TRIHALOMETHANE FORMATION IN CHLORINATED DRINKING-WATER - A KINETIC-MODEL
    ADIN, A
    KATZHENDLER, J
    ALKASLASSY, D
    RAVACHA, C
    [J]. WATER RESEARCH, 1991, 25 (07) : 797 - 805
  • [3] Baribeau H, 2001, J AM WATER WORKS ASS, V93, P102
  • [4] Analysis of split operator methods for nonlinear and multispecies groundwater chemical transport models
    Barry, DA
    Miller, CT
    Culligan, PJ
    Bajracharya, K
    [J]. MATHEMATICS AND COMPUTERS IN SIMULATION, 1997, 43 (3-6) : 331 - 341
  • [5] A reactive species model for chlorine decay and THM formation under rechlorination conditions
    Boccelli, DL
    Tryby, ME
    Uber, JG
    Summers, RS
    [J]. WATER RESEARCH, 2003, 37 (11) : 2654 - 2666
  • [6] Dynamic modeling of bacteria in a pilot drinking-water distribution system
    Bois, FY
    Fahmy, T
    Block, JC
    Gatel, D
    [J]. WATER RESEARCH, 1997, 31 (12) : 3146 - 3156
  • [7] Predicting chlorine decay and THM formation in water supply systems
    Brown, Daniel
    Bridgeman, John
    West, John R.
    [J]. REVIEWS IN ENVIRONMENTAL SCIENCE AND BIO-TECHNOLOGY, 2011, 10 (01) : 79 - 99
  • [8] Heterotrophic bacteria in drinking water distribution system: a review
    Chowdhury, Shakhawat
    [J]. ENVIRONMENTAL MONITORING AND ASSESSMENT, 2012, 184 (10) : 6087 - 6137
  • [9] Models for predicting disinfection byproduct (DBP) formation in drinking waters: A chronological review
    Chowdhury, Shakhawat
    Champagne, Pascale
    McLellan, P. James
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2009, 407 (14) : 4189 - 4206
  • [10] Predicting chlorine residuals in drinking water: Second order model
    Clark, RM
    Sivaganesan, M
    [J]. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT-ASCE, 2002, 128 (02): : 152 - 161