Abstract
An experimental design methodology was applied for response surface modeling and optimization of diethyl phthalate (DEP) removal from synthetic wastewater by continuous-flow ozonation. The five independent variables considered were the initial concentration of DEP, initial solution pH, liquid flow rate, gas flow rate, and ozone concentration in the inlet gas. Using the Box–Behnken design, two quadratic models were developed as a functional relationship between respectively DEP removal efficiency and ozone mass transfer and the independent variables considered. It was found that all the factors considered have a significant effect on the removal efficiency response, except for the gas flow rate which did not influence DEP removal in the ranges considered. The results show that the ozonation efficiency can be predicted and are in very good agreement with the experimental data. Optimal conditions for two different sets of constraints were determined.








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Barnabé, S., Beauchesne, I., Cooper, D. G., & Nicell, J. A. (2008). Plasticizers and their degradation products in the process streams of a large urban physicochemical sewage treatment plant. Water Research, 42, 153–162.
Bezerra, M. A., Santelli, R. A., Oliveira, E. P., Villar, L. S., & Escaleira, L. A. (2008). Response surface methodology (RSM) as a tool for optimization in analytical chemistry. Talanta, 76, 965–977.
Chedeville, O., Debacq, M., Ferrante Almanza, M., & Porte, C. (2007). Use of an ejector for phenol containing water treatment by ozonation. Separation and Purification Technology, 57, 201–208.
Chi, J., & Cai, X. (2012). Effects of nitrogen on the removal of dibutyl phthalate from surface water in the presence of Potamogeton crispus L. Ecological Engineering, 41, 70–73.
Clara, M., Windhofer, G., Hartl, W., Braun, K., Simon, M., Gans, O., et al. (2010). Occurrence of phthalates in surface runoff, untreated and treated wastewater and fate during wastewater treatment. Chemosphere, 78, 1078–1084.
Chung, Y.-C., & Chen, C.-Y. (2009). Degradation of di-(2-ethylhexyl) phthalate (DEHP) by TiO2 photocatalysis. Water, Air, and Soil Pollution, 200, 191–198.
Ferreira de Oliveira, T., Chedeville, O., Fauduet, H., & Cagnon, B. (2011). Use of ozone/activated carbon coupling to remove diethyl phthalate from water: influence of activated carbon textural and chemical properties. Desalination, 276, 359–365.
Ferreira de Oliveira, T., Cagnon, B., Chedeville, O., & Faudue, H. (2011). Traitement d’un effluent contenant du diéthylphtalate par le couplage ozone/charbon actif: évolution de la toxicité et de la minéralisation, 13th SFGP congress, Lille, published in: Récents Progrès en Génie des Procédés (101st ed.). Paris: SFGP.
Gültekin, I., & Ince, N. H. (2007). Synthetic endocrine disruptors in the environment and water remediation by advanced oxidation processes. Journal of Environmental Management, 85, 816–832.
Hoigne, J., & Bader, H. (1983). Rate constants of reaction of ozone with organic and inorganic compounds in water. In Water Resources, 17, 173–183.
Howdeshell, K. L., Rider, C. V., Wilson, V. S., & Gray, L. E., Jr. (2008). Mechanisms of action of phthalate esters, individually and in combination, to induce abnormal reproductive development in male laboratory rats. Environmental Research, 108, 168–176.
Huang, M., Li, Y., & Gu, G. (2010). Chemical composition of organic matters in domestic wastewater. Desalination, 262, 36–42.
Jin Oh, K., Sook Yoo, Y., & Kang, J.-W. (2006). Application of ozone, UV and ozone/UV processes to reduce diethyl phthalate and its estrogenic activity. Science of the Total Environment, 367, 681–693.
Julinová, M., & Slavík, R. (2012). Removal of phthalates from aqueous solution by different adsorbents: a short review. Journal of Environmental Management, 94, 13–24.
Liao, C.-S., Chen, L.-C., Chen, B.-S., & Lin, S.-H. (2010). Bioremediation of endocrine disruptor di-n-butyl phthalate ester by Deinococcus radiodurans and Pseudomonas stutzeri. Chemosphere, 78, 342–346.
Mackintosh, C. E., Maldonado, J. A., Ikonomou, M. G., & Gobas, F. A. P. C. (2006). Sorption of phthalate esters and PCBs in a marine ecosystem. Environmental Science and Technology, 40, 3481–3488.
Murphy, T. E., Tsui, K. L., & Allen, J. K. (2005). A review of robust design methods for multiple responses. Research in Engineering Design, 16, 118–132.
Myer, R. H., & Montgomery, D. C. (2002). Response surface methodology. New York: Wiley.
Pant, N., Shukla, M., Kumar Patel, D., Shukla, Y., Mathur, N., Kumar Gupta, Y., et al. (2008). Correlation of phthalate exposures with semen quality. Toxicology and Applied Pharmacology, 231, 112–116.
Pham, T. T. H., Tyagi, R. D., Brar, S. K., & Surampalli, R. Y. (2011). Effect of ultrasonication and Fenton oxidation on biodegradation of bis(2-ethylhexyl) phthalate (DEHP) in wastewater sludge. Chemosphere, 82, 923–928.
Roslev, P., Vorkamp, K., Aarup, J., Frederiksen, K., & Nielsen, P. H. (2007). Degradation of phthalate esters in an activated sludge wastewater treatment plant. Water Research, 41, 969–976.
Roustan, M. (2003). Transferts gaz liquide dans les procédés de traitement des eaux et des effluents gazeux. Paris: Tec & Doc ed.
Secula, M. S., Suditu, G. D., Poulios, I., Cojocaru, C., & Cretescu, I. (2008). Response surface optimization of the photocatalytic decolorization of a simulated dyestuff effluent. Chemical Engineering Journal, 141, 18–26.
Simmchen, J., Ventura, R., & Segura, J. (2012). Progress in the removal of di-[2-ethylhexyl]-phthalate as plasticizer in blood bags. Transfusion Medicine Reviews, 26, 27–37.
Soo Oh, B., Jung Jung, Y., Jin Oh, Y., Sook Yoo, Y., & Kang, J.-W. (2006). Application of ozone, UV and ozone/UV processes to reduce diethyl phthalate and its estrogenic activity. Science of the Total Environment, 367, 681–693.
Venkata Mohan, S., Shailaja, S., Rama Krishna, M., & Sarma, P. N. (2007). Adsorptive removal of phthalate ester (di-ethyl phthalate) from aqueous phase by activated carbon: a kinetic study. Journal of Hazardous Materials, 146, 278–282.
Wenchao, L., Tong, Z., Peng, W., Sisi, T., & Weiqian, P. (2010). Efficient microwave-assisted photocatalytic degradation of endocrine disruptor dimethyl phthalate over composite catalyst ZrOx/ZnO. Journal of Environmental Sciences, 22, 1800–1806.
Xu, B., Gao, N., Cheng, H., Xia, S., Rui, M., & Zhao, D. (2009). Oxidative degradation of dimethyl phthalate (DMP) by UV/H2O2 process. Journal of Hazardous Materials, 162, 954–959.
Zhao, X.-K., Yang, G.-P., & Wang, Y.-J. (2004). Adsorption of dimethyl phthalate on marine sediments. Water, Air, and Soil Pollution, 157, 179–192.
Acknowledgments
The authors wish to thank Xavier Bourrain and the Agence de l’Eau Loire Bretagne for their technical and financial support, and Oseo for its financial support.
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Secula, M.S., Barrot, Y., Cagnon, B. et al. Diethyl Phthalate Removal by Continuous-Flow Ozonation: Response Surface Modeling and Optimization. Water Air Soil Pollut 224, 1484 (2013). https://doi.org/10.1007/s11270-013-1484-6
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DOI: https://doi.org/10.1007/s11270-013-1484-6


