Modeling bromate formation during ozonation

Ozone: Science and Engineering

Volumn 29, Issue 6, 2007, Pages 429-442

  Jarvis, Peter ^a   Parsons, Simon A ^a   Smith, Rosie ^b  

^a CRANFIELD UNIVERSITY   (United Kingdom)

^b Yorkshire Water   (United Kingdom)

Author keywords

Artificial Neural Networks; Bromate; Kinetics; Modeling; Multiple Linear Regression; Ozone

Indexed keywords

BROMATE FORMATION; MULTIPLE LINEAR REGRESSION; WATER SOURCES;

CARCINOGENS; KINETICS; LINEAR REGRESSION; NEURAL NETWORKS; WATER QUALITY; WATER TREATMENT;

OZONIZATION;

EID: 36849080982     PISSN: 01919512     EISSN: 15476545     Source Type: Journal    
DOI: 10.1080/01919510701643732     Document Type: Conference Paper

References (43)

1. Amy, G., M. Siddiqui, W. Zhai, and J. Debroux, Survey on Bromide in Drinking Water and Impacts on DBP FormationReport No. 90662 (Denver, Colorado: American Water Works Association, 1994).
2. Balakrishnan, P.A., A. Arunagiri, and P.G. Rao, "Ozone Generation by Silent Electric Discharge and its Application in Tertiary Treatment of Tannery Effluent", J. Electrostat. 56(1):77-86 (2002).
3. Buffle, M.-O., S. Galli, and U. Von Gunten, "Enhanced Bromate Control During Ozonation: The Chlorine-Ammonia Process", Environ. Sci. Technol. 38(19):5187-5195, 2004.
4. Buffle, M.-O. and U. von Gunten, "Phenols and Amine Induced HO. Generation During the Initial Phase of Natural Water Ozonation", Environ. Sci. Technol. 40(9):3057-3063, 2006.
5. Bull, R.J. and J.A. Cottruvo, "Research Strategy for Developing Key Information on Bromate's Mode of Action", Toxicology 221 (2-3):135-144 (2006).
6. Butler, R., A. Godley, L. Lytton, and E. Cartmell, "Bromate Environmental Contamination: Review of Impact and Possible Treatment", Crit. Rev. Environ. Sci. Technol. 35:193-217 (2005).
7. Chipman, J.K., J.E. Davies, J.L. Parsons, J. Nair, G. O'Neill, and J.K. Fawell, "DNA Oxidation by Potassium Bromate: A Direct Mechanism or Linked to Lipid Perioxidation", Toxicology 126: 93-102 (1998).
8. European Drinking Water Directive: Council Directive 98/83/EC. Official Journal of the European Communities, 5 December 1998.
9. Galey, C., V. Dile, J. Cavard, L. Herremans, and D. Gatel, "Impact of Water Temperature on Resolving the Challenge of Assuring Disinfection While Limiting Bromate", Ozone: Sci. Eng. 26 (3):247-256 (2004).
10. Galey, C., J. Sohn, G. Amy, and J. Cavard, "Modeling Bromate Formation at the Full Scale: A Comparison of Three Ozonation Plants", Amererican Water Works Association Water Quality and Technology Conference, Denver, November 1997.
11. Haag, W.R. and J. Hoigné, "Kinetics and Products of the Reactions of Ozone with Various Forms of Chlorine and Bromine in Water", Ozone: Sci. Eng. 6(2):103-114 (1984).
12. Hassan, K.Z.A., K.C. Bower, and C.M. Miller, "Numerical Simulation of Bromate Formation During Ozonation of Bromide", J. Environ. Eng. ASCE 129(11):991-998 (2003).
13. Huang, W-J., L-Y Chen, and H.-S, Peng, "Effect of NOM Characteristics on Brominated Organics Formation by Ozonation", Environ. Inter. 24:1049-1055 (2004).
14. Kasprzyk-Hordern, B., M. Zióek, and J. Nawrocki, "Catalytic Ozonation and Methods of Enhancing Molecular Ozone Reactions in Water Treatment", Appl. Catal. B: Environ. 46(4):639-669 (2003).
15. Kim, J.-H., U. von Gunten, and B.J. Marinas, "Simultaneous Prediction of Cryptosporidium parvum Oocyst Inactivation and Bromate Formation During Ozonation of Synthetic Waters", Environ. Sci. Technol. 38:2232-2241 (2004).
16. Krasner, S.W., W.H. Glaze, H.S. Weinberg, P.A. Daniel, and I.N. Najm, "Formation and Control of Bromate During Ozonation of Waters Containing Bromide", J. Amer. Water Works Asso. 85(1):73-81 (1993).
17. Legube, B., B. Parinet, F. Berne, and J.-P. Croue, "Bromate Surveys in French Drinking Waterworks", Ozone Sci. Eng. 24:293-304 (2002).
18. Legube, B., B. Parinet, K. Gelinet, F. Berne, and J.-P. Croue, "Modeling of Bromate Formation by Ozonation of Surface Waters in Drinking Water Treatment", Water Res. 38:2185-2195 (2004).
19. Lek, S., M. Delacoste, P. Baran, I. Dimopoulos, J. Lauga, and S. Aulagnier, "Application of Neural Networks to Modeling Nonlinear Relationships in Ecology", Ecol. Model. 90:39-52 (1996).
20. Magazinovic, R.S., B.C. Nicholson, D.E. Mulcahy, and D.E. Davey, "Bromide Levels in Natural Waters: Its Relationship to Levels of Both Chloride and Total Dissolved Solids and the Implications for Water Treatment", Chemosphere 57:329-335 (2004).
21. Mizuno, T., H. Tsuno, and H. Yamada, "A Simple Model to Predict Formation of Bromate Ion and Hypobromous Acid/Hypobromite Ion Through Hydroxyl Radical Pathway During Ozonation", Ozone: Sci. Eng. 29:3-11 (2007).
22. Ozekin, K. Modeling Bromate Formation During Ozonation and Assessing its Control, PhD, University of Colorado, Boulder, CO (1994).
23. Ozekin, K. and G. Amy, "Threshold Levels for Bromate Formation in Drinking Water", Ozone: Sci. Eng. 19(4):323-337 (1997).
24. Pinkernell, U. and U. von Gunten, "Bromate Minimization During Ozonation: Mechanistic Considerations", Environ. Sci. Technol. 35(12):2525-2531 (2001)
25. Serodes, J-B., M. J. Rodriguez, H. Li, and C. Bouchard, "Occurrence of THMs and HAAs in Experimental Chlorinated Waters of the Quebec City Areas (Canada)", Chemosphere 51:253-263 (2003).
26. Siddiqui, M., G. Amy, K. Ozekin, K., and P. Westerhoff, "Modeling Dissolved Ozone and Bromate Ion Formation in Ozone Contactors", Water, Air Soil Poll. 108:1-32 (1998).
27. Smith, R. "Optimisation of Ozone Dosing Regimes to Meet the New Bromate Standard", Proceedings of the CIWEM Seminar - Inorganics in Focus - Control and Treatment for Water Supplies, London, 12th June, 2002.
28. Sohn, J., G. Amy, J. Cho, Y. Lee, and Y. Yoon, "Disinfectant Decay and Disinfection By-Products formation Model Development: Chlorination and Ozonation By-products", Water Res. 38:2461-2478 (2004).
29. Song, R., C. Donohoe, R. Minear, P. Westerhoff, K. Ozekin, and Amy, G. "Empirical Modeling of Bromate Formation During Ozonation of Bromide-Containing Waters", Water Res. 30:1161-1168 (1996).
30. Song, R., P. Westerhoff, R. Minear, and G. Amy, "Bromate Minimisation During Ozonation", J.Amer. Water Works Asso.J. 89(6):69-78 (1997).
31. USEPA, 1998, Stage 1 Disinfectants and Disinfection Byproducts Rule (Stage 1 DBPR)63 FR 69390-69476: 63 (241), December, 1998.
32. USEPA, 1999a, Alternative Disinfectants and Oxidants Guidance Manual EPA 815-R-99-014, April 1999.
33. USEPA, 1999b, Microbial and Disinfection Byproduct Rules Simultaneous Compliance Guidance Manual EPA-815-R-99-015, August 1999.
34. USEPA, 2006, Long Term 2 Enhanced Surface Water Treatment Rule (LT2), Volume 71 (3), January 2006.
35. van Der Helm, A.W.C., P.W.M.H. Smeets, E.T. Baars, L.C. Rietveld, and J.C. van Dijk, "Dosing Ratios for Reduced Bromate Formation by Dissolved Ozone Dosing", Water Sci. Technol: WaterSupp. 5(5):35-40 (2005).
36. von Gunten, U. "Ozonation of Drinking Water: Part I. Oxidation Kinetics of and Product Formation", Water Res. 37:1443-1467 (2003a).
37. von Gunten, U. "Ozonation of Drinking Water: Part II. Disinfection and By-product Formation in Presence of Bromide, Iodide or Chlorine", Water Res. 37:1469-1487 (2003b).
38. von Gunten, U. and J. Hoigné, "Ozonation of Bromide-Containing Waters: Bromate Formation Through Ozone and Hydroxyl Radicals", In: Disinfection By-products in Water Treatment, Minear, R. A. and Amy, G. L. (Eds), (Boca Raton, FL: CRC Press Inc., 1996).
39. von Gunten, U., A. Driedger, H. Gallard, and E. Salhi, "By-products Formation During Drinking Water Disinfection: A Tool to Assess Disinfection Efficiency?" Water Res. 35(8):2095-2099 (2001).
40. Weinberg, H.S., W.H. Glaze, S.W. Krasner, and M.J. Sclimenti, "Formation and Removal Aldehydes in Plants That Use Ozonation", J. Amer. Water Works Asso. 85(5):72-85 (1993).
41. Weinberg, H.S., C.A. Delcomyn, and V. Unnam, "Bromate in Chlorinated Drinking Waters: Occurrence and Implications for Future Regulation", Environ. Sci. Technol. 37(14):3104-3110 (2003).
42. Westerhoff, P., R. Song, G. Amy, and R. Minear, "NOM's Role in Bromine and Bromate Formation During Ozonation", J. Amer. Water Works Asso. 90(2):82-94 (1998).
43. World Health Organization (2004). Guidelines for Drinking Water Quality, Vol. 1, 3rd Edition, WHO, Geneva.