DOI QR코드

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Seasonal variation of assimilable organic carbon and its impact to the biostability of drinking water

  • 투고 : 2018.08.18
  • 심사 : 2018.11.10
  • 발행 : 2019.09.30

초록

The seasonal effects on the biostability of drinking water were investigated by comparing the seasonal variation of assimilable organic carbon (AOC) in full-scale water treatment process and adsorption of AOC by three filling materials in lab-scale column test. In full-scale, pre-chlorination and ozonation significantly increase $AOC_{P17\;(Pseudomonas\;fluorescens\;P17)}$ and $AOC_{NOX\;(Aquaspirillum\;sp.\;NOX)}$, respectively. AOC formation by oxidation could increase with temperature, but the increased AOC could affect the biostability of the following processes more significantly in winter than in warm seasons due to the low biodegradation in the pipes and the processes at low temperature. $AOC_{P17}$ was mainly removed by coagulation-sedimentation process, especially in cold season. Rapid filtration could effectively remove AOC only during warm seasons by primarily biodegradation, but biological activated carbon filtration could remove AOC in all seasons by biodegradation during warm season and by adsorption and bio-regeneration during cold season. The adsorption by granular activated carbon and anthracite showed inverse relationship with water temperature. The advanced treatment can contribute to enhance the biostability in the distribution system by reducing AOC formation potential and helping to maintain stable residual chlorine after post-chlorination.

키워드

참고문헌

  1. Volk CJ, Lechevallier MW. Assessing biodegradable organic matter. J. Am. Water Work. Assoc. 2000;92:64-76. https://doi.org/10.1002/j.1551-8833.2000.tb08945.x
  2. Lechevallier MW, Babcock TM, Lee RG. Examination and characterization of distribution system biofilms. Appl. Environ. Microbiol. 1987;53:2714-2724. https://doi.org/10.1128/AEM.53.12.2714-2724.1987
  3. Liu W, Wu H, Wang Z, Ong SL, Hu JY, Ng WJ. Investigation of assimilable organic carbon (AOC) and bacterial regrowth in drinking water distribution system. Water Res. 2002;36:891-898. https://doi.org/10.1016/S0043-1354(01)00296-2
  4. van der Kooij D, Hijnen WAM, Kruithof JC. The effects of ozonation, biological filtration and distribution on the concentration of easily assimilable organic carbon (AOC) in drinking water. Ozone Sci. Eng. 1989;11:297-311. https://doi.org/10.1080/01919518908552443
  5. Servais P, Anzil A, Ventresque C. Simple method for determination of biodegradable dissolved organic carbon in water. Appl. Environ. Microbiol. 1989;55:2732-2734. https://doi.org/10.1128/AEM.55.10.2732-2734.1989
  6. National Water Research Institute (NWRI). BDOC as a performance measure for organics removal in groundwater recharge of recycled water. Fountain Valley, California: NWRI; 2012. NWRI-2012-05.
  7. Zhang J, Li WY, Wang F, et al. Exploring the biological stability situation of a full scale water distribution system in south China by three biological stability evaluation methods. Chemosphere 2016;161:43-52. https://doi.org/10.1016/j.chemosphere.2016.06.099
  8. van der Kooij D. Assimilable organic carbon as an indicator of bacterial regrowth. J. Am. Water Work. Assoc.1992;84:57-65. https://doi.org/10.1002/j.1551-8833.1992.tb07305.x
  9. American Public Health Association. American Water Works Association (APHA-AWWA). Standard methods for the examination of water and wastewater. Washington D.C.: APHA-AWWA; 2005. Standard Method No. 9-42-47.
  10. Chen Z, Yu T, Ngo HH, et al. Assimilable organic carbon (AOC) variation in reclaimed water: Insight on biological stability evaluation and control for sustainable water reuse. Bioresour. Technol. 2018;254:290-299. https://doi.org/10.1016/j.biortech.2018.01.111
  11. Escobar IC, Randall AA, Taylor JS. Bacterial growth in distribution systems: Effect of assimilable organic carbon and biodegradable dissolved organic carbon. Environ. Sci. Technol. 2001;35:3442-3447. https://doi.org/10.1021/es0106669
  12. Jiang D, Liu X, Ni G. Assimilable organic carbon (AOC) criteria to control bactrium regrowth in drinking water distribution system. Adv. Mater. Res. 2012;461:440-443. https://doi.org/10.4028/www.scientific.net/AMR.461.440
  13. Lechevallier MW, Becker WC, Schorr P, Lee RG. AOC reduction by biologically active filtration. Revue des Sciences de l'eau/J. Water Sci. 1992;5:113-142. https://doi.org/10.7202/705156ar
  14. Aeppli J, Dyer-Smith P. Ozonation and granular activated carbon filtration: The solution to many problems. In: Proceedings of the First Australasian Conference of the International Ozone Association; February 1996; Sydney.
  15. Chien CC, Kao CM, Dong CD, Chen TY, Chen JY. Effectiveness of AOC removal by advanced water treatment systems: A case study. Desalination 2007;202:318-325. https://doi.org/10.1016/j.desal.2005.12.070
  16. Lee KY. Formation of ketoacids and AOC during ozonation in drinking water. Environ. Eng. Res. 2006;11:293-302. https://doi.org/10.4491/eer.2006.11.6.293
  17. Liao X, Zou R, Chen C, Yuan B, Zhou Z, Zhang X. Evaluating the biosafety of conventional and O3-BAC process and its relationship with NOM characteristics. Environ. Technol. 2018;39:221-230. https://doi.org/10.1080/09593330.2017.1297850
  18. Lou JC, Chang TW, Huang CE. Effective removal of disinfection by-products and assimilable organic carbon: An advanced water treatment system. J. Hazard. Mater. 2009;172:1365-1371. https://doi.org/10.1016/j.jhazmat.2009.07.151
  19. Shukairy HM, Summers RS, Miltner RJ. The impact of ozonation and biological treatment on disinfection by-products. In: 15th international symposium on wastewater treatment and drinking water; 17-19 Nov 1992; Montreal, Canada.
  20. Zhao X, Hu HY, Yu T, Su C, Jiang H, Liu S. Effect of different molecular weight organic components on the increase of microbial growth potential of secondary effluent by ozonation. J. Environ. Sci. 2014;26:2190-2197. https://doi.org/10.1016/j.jes.2014.09.001
  21. Polanska M, Huysman K, van Keer C. Investigation of assimilable organic carbon (AOC) in flemish drinking water. Water Res. 2005;39:2259-2266. https://doi.org/10.1016/j.watres.2005.04.015
  22. Dussert BW, Van Stone GR. The biological activated carbon process for water purification. Water Eng. Manage. 1994;141:22-24.
  23. Ohkouchi Y, Ly BT, Ishikawa S, Aoki Y, Echigo S, Itoh S. A survey on levels and seasonal changes of assimilable organic carbon (AOC) and its precursors in drinking water. Environ. Technol. 2011;32:1605-1613. https://doi.org/10.1080/09593330.2010.545439
  24. van der Aa LTJ, Rietveld LC, van Dijk JC. Effects of ozonation and temperature on the biodegradation of natural organic matter in biological granular activated carbon filters. Drink. Water Eng. Sci. 2011;4:25-35. https://doi.org/10.5194/dwes-4-25-2011
  25. Simpson DR. Biofilm processes in biologically active carbon water purification. Water Res. 2008;42:2839-2848. https://doi.org/10.1016/j.watres.2008.02.025
  26. Lechevallier MW, Welch NJ, Smith DB. Full-scale studies of factors related to coliform regrowth in drinking water. Appl. Environ. Microbiol. 1996;62:2201-2211. https://doi.org/10.1128/AEM.62.7.2201-2211.1996
  27. So SH, Choi IH, Kim HC, Maeng SK. Seasonally related effects on natural organic matter characteristics from source to tap in Korea. Sci. Total Environ. 2017;592:584-592. https://doi.org/10.1016/j.scitotenv.2017.03.063
  28. Emelko MB, Huck PM, Coffey BM, Smith EF. Effects of media, backwash, and temperature on full-scale biological filtration. J. Am. Water Work. Assoc. 2006;98:61-73. https://doi.org/10.1002/j.1551-8833.2006.tb07824.x
  29. Persson F, Heinicke G, Uhl W, Hedberg T, Hermansson M. Performance of direct biofiltration of surface water for reduction of biodegradable organic matter and biofilm formation potential. Environ. Technol. 2006;27:1037-1045. https://doi.org/10.1080/09593332708618717
  30. Elovitz MS, von Gunten U, Kaiser HP. Hydroxyl radical/ozone ratios during ozonation processes. II. The effect of temperature, pH, alkalinity, and DOM properties. Ozone Sci. Eng. 2000;22:123-150. https://doi.org/10.1080/01919510008547216
  31. Shin J, Hidayat ZR, Lee Y. Influence of seasonal variation of water temperature and dissolved organic matter on ozone and OH radical reaction kinetics during ozonation of a lake water. Ozone Sci. Eng. 2016;38:100-114. https://doi.org/10.1080/01919512.2015.1079120
  32. Hammes F, Egli T. A flow cytometric method for AOC determination. Techneau; 2007. D 3.3.1
  33. Federal Office of Public Health. Determining the total cell count and ratios of high and low nucleic acid cells in fresh water using flow cytometry. Federal Office of Public Health; 2012. Swiss food book analysis method 333.1.
  34. van der Kooij D, Oranje JP, Hijnen WAM. Growth of Pseudomonas aeruginosa in tap water in relation to utilization of substrates at concentrations of a few micrograms per liter. Appl. Environ. Microbiol. 1982;44:1086-1095. https://doi.org/10.1128/AEM.44.5.1086-1095.1982
  35. van der Kooij D, Hijnen WAM. Substrate utilization by an oxalate-consuming Spirillum species in relation to its growth in ozonated water. Appl. Environ. Microbiol. 1984;47:551-559. https://doi.org/10.1128/AEM.47.3.551-559.1984
  36. Ramseier MK. Assimilable organic carbon formation and disinfection during oxidative drinking water treatment [dissertation]. Zurich (Switzerland): ETH Zurich; 2010.
  37. Siddiqui MS, Amy GL, Murphy BD. Ozone enhanced removal of natural organic matter from drinking water sources. Water Res. 1997;31:3098-3106. https://doi.org/10.1016/S0043-1354(97)00130-9
  38. Swietlik J, Raczyk-Stanislawiak U, Nawrocki J. The influence of disinfection on aquatic biodegradable organic carbon formation. Water Res. 2009;43:463-473. https://doi.org/10.1016/j.watres.2008.10.021
  39. Wang H, Zhu Y, Hu C, Hu X. Treatment of NOM fractions of reservoir sediments: Effect of UV and chlorination on formation of DBPs. Sep. Purif. Technol. 2015;154:228-235. https://doi.org/10.1016/j.seppur.2015.09.031
  40. Kim JH, Chung SH, Lee JY, Kim IH, Lee TH, Kim YJ. Formation of assimilable organic carbon from algogenic organic matter. Environ. Eng. Res. 2010;15:9-14. https://doi.org/10.4491/eer.2010.15.1.009
  41. Wang H, Liu D, Lu L, Zhao Z, Xu Y, Cui F. Degradation of algal organic matter using microbial fuel cells and its association with trihalomethane precursor removal. Bioresour. Technol. 2012;116:80-85. https://doi.org/10.1016/j.biortech.2012.04.021
  42. Sun X, Yuan T, Ni H, Li Y, Hu Y. Variation in assimilable organic carbon formation during chlorination of Microcystis aeruginosa extracellular organic matter solutions. J. Environ. Sci. (China) 2016;45:1-6. https://doi.org/10.1016/j.jes.2015.11.027
  43. Sohn J, Kang H, Han J, Yoon Y. Change of molecular weight of organic matters through unit water treatment process and associated chlorination byproducts formation. Environ. Eng. Res. 2007;12:224-230. https://doi.org/10.4491/eer.2007.12.5.224
  44. Park JW, Kim HC, Meyer AS, Kim S, Maeng SK. Influences of NOM composition and bacteriological characteristics on biological stability in a full-scale drinking water treatment plant. Chemosphere 2016;160:189-198. https://doi.org/10.1016/j.chemosphere.2016.06.079
  45. Volk C, Bell K, Ibrahim E, Verges D, Amy G, Lechevallier M. Impact of enhanced and optimized coagulation on removal of organic matter and its biodegradable fraction in drinking water. Water Res. 2000;34:3247-3257. https://doi.org/10.1016/S0043-1354(00)00033-6
  46. Huber SA, Balz A, Abert M, Pronk W. Characterisation of aquatic humic and non-humic matter with size-exclusion chromatography- organic carbon detection-organic nitrogen detection (LC-OCD-OND). Water Res. 2011;45:879-885. https://doi.org/10.1016/j.watres.2010.09.023
  47. Kimura K, Ando N. Maximizing biopolymer removal by coagulation for mitigation of fouling in the following membrane process. Sep. Purif. Technol. 2016;163:8-14. https://doi.org/10.1016/j.seppur.2016.02.013
  48. Wu Y, Zhu G, Lu X. Characteristics of DOM and removal of DBPs precursors across $O_3$-BAC integrated treatment for the micro-polluted raw water of the Huangpu River. Water (Switzerland) 2013;5:1472-1486. https://doi.org/10.3390/w5041472
  49. Zhang T, Lu J, Ma J, Qiang Z. Comparative study of ozonation and synthetic goethite-catalyzed ozonation of individual NOM fractions isolated and fractionated from a filtered river water. Water Res. 2008;42:1563-1570. https://doi.org/10.1016/j.watres.2007.11.005
  50. Kim JH, Kim YJ, Lee DS, Qureshi TI. Characteristic study of assimilable organic carbon (AOC) formation potential in drinking water. J. Chem. Soc. Pakistan 2010;32:140-146.
  51. Uhl W. Biofiltration processes for organic matter removal. In: Rehm HJ, Reed G, eds. Biotechnology set. 2nd ed. Weinheim: Wiley-VCK; 2008. p. 458-475.
  52. Juhna T, Melin E. Ozonation and biofiltration in water treatment - Operational status and optimization issues. TECHNEAU; 2006. D 5.3.1B.
  53. DeSilva FJ. Exploring the multifunctional nature of activated carbon filtration. Water Quality Products; 2000. p. 16-17.
  54. Schreiber B, Schmalz V, Brinkmann T, Worch E. The effect of water temperature on the adsorption equilibrium of dissolved organic matter and atrazine on granular activated carbon. Environ. Sci. Technol. 2007;41:6448-6453. https://doi.org/10.1021/es070704+
  55. Abuzaid NS, Nakhla GF. Modeling of the temperature variation effects on the polymerization reactions of phenolics on granular activated carbon. Sep. Sci. Technol. 1997;32:1255-1272. https://doi.org/10.1080/01496399708000959
  56. Kim JR, Huling SG, Kan E. Effects of temperature on adsorption and oxidative degradation of bisphenol A in an acid-treated iron-amended granular activated carbon. Chem. Eng. J. 2015;262:1260-1267. https://doi.org/10.1016/j.cej.2014.10.065
  57. Schreiber B, Brinkmann T, Schmalz V, Worch E. Adsorption of dissolved organic matter onto activated carbon - The influence of temperature, absorption wavelength, and molecular size. Water Res. 2005;39:3449-3456. https://doi.org/10.1016/j.watres.2005.05.050
  58. Summers RS, Roberts PV. Activated carbon adsorption of humic substances. I. Heterodisperse mixtures and desorption. J. Colloid Interface Sci. 1988;122:367-381. https://doi.org/10.1016/0021-9797(88)90372-4
  59. Urfer D, Huck PM, Booth SDJ, Coffey BM. Biological filtration for BOM and particle removal: A critical review. J. Am. Water Work. Assoc. 1997;89:83-98. https://doi.org/10.1002/j.1551-8833.1997.tb08342.x
  60. Donlan RM. Biofilms: Microbial life on surfaces. Emerg. Infect. Dis. 2002;8:881-890. https://doi.org/10.3201/eid0809.020063
  61. Costerton JW, Cheng KJ, Geesey GG, et al. Bacterial biofilms in nature and disease. Annu. Rev. Microbiol. 1987;41:435-464. https://doi.org/10.1146/annurev.mi.41.100187.002251
  62. Sutherland IW. Biofilm exopolysaccharides: A strong and sticky framework. Microbiology 2001;147:3-9. https://doi.org/10.1099/00221287-147-1-3
  63. Rogers J, Dowsett AB, Dennis PJ, Lee JV, Keevil CW. Influence of temperature and plumbing material selection on biofilm formation and growth of Legionella pneumophila in a model potable water system containing complex microbial flora. Appl. Environ. Microbiol. 1994;60:1585-1592. https://doi.org/10.1128/AEM.60.5.1585-1592.1994
  64. Aktas O, Cecen F. Bioregeneration of activated carbon: A review. Int. Biodeterior. Biodegrad. 2007;59:257-272. https://doi.org/10.1016/j.ibiod.2007.01.003
  65. Ameh CU, Jimoh A, Abdulkareem AS, Otaru AJ. Experimental studies on bioregeneration of activated carbon contaminated with hydrocarbon. IOSR J. Appl. Chem. 2013;4:50-66. https://doi.org/10.9790/5736-0425066
  66. Pomeroy LR, Wiebe WJ, Deibel D, Thompson RJ, Rowe GT, Pakulski JD. Bacterial responses to temperature and substrate concentration during the Newfoundland spring bloom. Mar. Ecol. Prog. Ser. 1991;75:143-159. https://doi.org/10.3354/meps075143
  67. Yang J, Ma J, Song D, Zhai X, Kong X. Impact of preozonation on the bioactivity and biodiversity of subsequent biofilters under low temperature conditions - A pilot study. Front. Environ. Sci. Eng. 2016;10:5. https://doi.org/10.1007/s11783-016-0844-z.
  68. Choi Y, Park H, Choi Y, et al. The variation and removal of assimilable organic carbon in drinking water treatment processes. In: Jung DM, ed. 2014 Arisu Report. Seoul; 2015. p. 167-210.
  69. Rose LJ, Rice EW, Jensen B, et al. Chlorine inactivation of bacterial bioterrorism agents. Appl. Environ. Microbiol. 2005;71:566-568. https://doi.org/10.1128/AEM.71.1.566-568.2005

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