Modeling of decolorization of synthetic reactive dyestuff solutions with response surface methodology by a rapid and efficient process of ultrasound-assisted ozone oxidation

References

• E. Şayan, M.E. Edecan, An optimization study using response surface methods on the decolorization of Reactive Blue 19 from aqueous solution by ultrasound, Ultrason. Sonochem. 15 (2008) 530–538.10.1016/j.ultsonch.2007.07.009
   PubMed Web of Science ®Google Scholar
• M.S. Tanyildizi, Modeling of adsorption isotherms and kinetics of reactive dye from aqueous solution by peanut hull, Chem. Eng. J. 168 (2011) 1234–1240.10.1016/j.cej.2011.02.021
   Web of Science ®Google Scholar
• E. Şayan, Optimization and modelling of decolorization and COD reduction of reactive dye solutions by ultrasound-assisted adsorption, Chem. Eng. J. 119 (2006) 175–181.10.1016/j.cej.2006.03.025
   Web of Science ®Google Scholar
• A.R. Dincer, Y. Gunes, N. Karakaya, E. Gunes, Coal-based bottom ash (CBBA) waste material as adsorbent for removal of textile dyestuffs from aqueous solution, J. Hazard. Mater. 141 (2007) 529–535.10.1016/j.jhazmat.2006.07.064
   PubMed Web of Science ®Google Scholar
• S.S. Yang, W.Q. Guo, X.J. Zhou, Z.H. Meng, B. Liu, N.Q. Ren, Optimization of operating parameters for sludge process reduction under alternating aerobic/oxygen-limited conditions by response surface methodology, Bioresour. Technol. 102 (2011) 9843–9851.10.1016/j.biortech.2011.07.079
   PubMed Web of Science ®Google Scholar
• S. Song, J. Fan, Z. He, L. Zhan, Z. Liu, J. Chen, X. Xu, Electrochemical degradation of azo dye C.I. Reactive Red 195 by anionic oxidation on Ti/SnO2–Sb/PbO2 electrodes, Electrochim. Acta 55 (2010) 3606–3613.10.1016/j.electacta.2010.01.101
   Web of Science ®Google Scholar
• S. Sahinkaya, COD and color removal from synthetic textile wastewater by ultrasound assisted electro-Fenton oxidation process, J. Hazard. Mater. 19 (2013) 601–605.
   Google Scholar
• A.T. Onat, T.H. Gümüşdere, A. Güvenç, G. Dönmez, U. Mehmetoğlu, Decolorization of textile azo dyes by ultrasonication and microbial removal, Desalination 255 (2010) 154–158.10.1016/j.desal.2009.12.030
   Web of Science ®Google Scholar
• O. Hamdaoui, M. Chiha, E. Naffrechoux, Ultrasound-assisted removal of malachite green from aqueous solution by dead pine needles, Ultrason. Sonochem. 15 (2008) 799–807.10.1016/j.ultsonch.2008.01.003
   PubMed Web of Science ®Google Scholar
• O. Gulnaz, A. Kaya, S. Dincer, The reuse of dried activated sludge for adsorption of reactive dye, J. Hazard. Mater. 134 (2006) 190–196.10.1016/j.jhazmat.2005.10.050
   PubMed Web of Science ®Google Scholar
• D. Özer, G. Dursun, Methylene blue adsorption from aqueous solution by dehydrated peanut hull, J. Hazard. Mater. 144 (2007) 171–179.10.1016/j.jhazmat.2006.09.092
   PubMed Web of Science ®Google Scholar
• X.J. Zhou, W.Q. Guo, S.S. Yang, N.Q. Ren, A rapid and low energy consumption method to decolorize the high concentration triphenylmethane dye wastewater: Operational parameters optimization for the ultrasonic-assisted ozone oxidation process, Bioresour. Technol. 105 (2012) 40–47.10.1016/j.biortech.2011.11.089
   PubMed Web of Science ®Google Scholar
• X.J. Zhou, W.Q. Guo, S.S. Yang, H.S. Zheng, N.Q. Ren, Ultrasonic-assisted ozone oxidation process of triphenylmethane dye degradation: Evidence for the promotion effects of ultrasonic on malachite gren decolorization and degradation mechanism, Bioresour. Technol. 128 (2013) 827–830.10.1016/j.biortech.2012.10.086
   PubMed Web of Science ®Google Scholar
• T. Robinson, G. McMullan, R. Marchant, P. Nigam, Remediation of dyes in textile effluent: A critical review on current treatment technologies with a proposed alternative, Bioresour. Technol. 77 (2001) 247–255.10.1016/S0960-8524(00)00080-8
   PubMed Web of Science ®Google Scholar
• B.D. Voncina, A. Majcen-Le-Marechal, Reactive dye decolorization using combined ultrasound/H2O2, Dyes Pigm. 59 (2004) 173–179.
   Web of Science ®Google Scholar
• E. Demirbas, M. Kobya, M.T. Sulak, Adsorption kinetics of a basic dye from aqueous solutions onto apricot stone activated carbon, Bioresour. Technol. 99 (2008) 5368–5373.10.1016/j.biortech.2007.11.019
   PubMed Web of Science ®Google Scholar
• Y. Li, W.P. Hsieh, R. Mahmudov, X. Wei, C.P. Huang, Combined ultrasound and Fenton (US–Fenton) process for the treatment of ammunition wastewater, J. Hazard. Mater. 244–245 (2013) 403–411.10.1016/j.jhazmat.2012.11.022
   PubMed Web of Science ®Google Scholar
• M.A. Behnajady, N. Modirshahla, M. Shokri, B. Vahid, Effect of operational parameters on degradation of Malachite Green by ultrasonic irradiation, Ultrason. Sonochem. 15 (2008) 1009–1014.10.1016/j.ultsonch.2008.03.004
   PubMed Web of Science ®Google Scholar
• O. Korkut, E. Sayan, O. Lacin, B. Bayrak, Investigation of adsorption and ultrasound assisted desorption of lead(II) and copper(II) on local bentonite: A modelling study, Desalination 259 (2010) 243–248.10.1016/j.desal.2010.03.045
   Web of Science ®Google Scholar
• W.Q. Guo, J. Ding, G.L. Cao, N.Q. Ren, F.Y. Cui, Treatability study of using low frequency ultrasonic pretreatment to augment continuous biohydrogen production, Int. J. Hydrogen Energy 36 (2011) 14180–14185.10.1016/j.ijhydene.2011.04.057
   Web of Science ®Google Scholar
• O. Lacin, B. Bayrak, O. Korkut, E. Sayan, Modeling of adsorption and ultrasonic desorption of cadmium(II) and zinc(II) on local bentonite, J. Colloid Interface Sci. 292 (2005) 330–335.10.1016/j.jcis.2005.05.092
   PubMed Web of Science ®Google Scholar
• H. Zhang, L. Duan, D. Zhang, Decolorization of methyl orange by ozonation in combination with ultrasonic irradiation, J. Hazard. Mater. 138 (2006) 53–59.10.1016/j.jhazmat.2006.05.034
   PubMed Web of Science ®Google Scholar
• E. Kusvuran, O. Gulnaz, A. Samil, O. Yildirim, Decolorization of malachite gren, decolorization kinetics and stoichiometry of ozone-malachite gren and removal of antibacterial activity with ozonation processes, J. Hazard. Mater. 186 (2011) 133–143.10.1016/j.jhazmat.2010.10.100
   PubMed Web of Science ®Google Scholar
• X.J. Zhou, W.Q. Guo, S.S. Yang, H.S. Zheng, N.Q. Ren, Ultrasonic-assisted ozone oxidation process of tripneylmethane dye degradation: Evidence for the promotion of ultrasonic on malachite gren decolorization and degradation mechanism, Bioresour. Technol. 128 (2013) 827–830.10.1016/j.biortech.2012.10.086
   PubMed Web of Science ®Google Scholar
• D.W. Hosmer, S. Lemeshow, Appilied Logistic Regression, second ed., John Wiley & Sons, Inc, 2000,
   Google Scholar
• I.E. Frank, J.H. Friedman, A statistical view of some chemometrics regression tools, Technometrics 35 (1993) 109–135.10.1080/00401706.1993.10485033
   Web of Science ®Google Scholar
• P. McCullagh, J.A. Nelder, Generalized Linear Model, Chapman and Hall, London, 1992.
   Google Scholar
• Z. Ai, J. Li, L. Zhang, S. Lee, Rapid decolorization of azo dyes in aqueous solution by an ultrasound-assisted electrocatalytic oxidation proces, Ultrason. Sonochem. 17 (2010) 370–375.10.1016/j.ultsonch.2009.10.002
   PubMed Web of Science ®Google Scholar
• K. Turhan, I. Durukan, S.A. Ozturkcan, Z. Turgut, Decolorization of textile basic dye in aqueous solution by ozone, Dyes Pigm. 92(3) (2012) 897–901.10.1016/j.dyepig.2011.07.012
   Web of Science ®Google Scholar
• K. Turhan, S.A. Ozturkcan, Decolorization and degradation of reactive dye in aqueous solution by ozonisation semi-batch bubble column reactor, Water Air Soil Pollut. 224 (2013) 1353–1358.10.1007/s11270-012-1353-8
   Web of Science ®Google Scholar
• A.Y. Dursun, O. Tepe, Removal of Chemazol Reactive Red 195 from aqueous solution by dehydrated beet pulp carbon, J. Hazard. Mater. 194 (2011) 303–311.10.1016/j.jhazmat.2011.07.105
   PubMed Web of Science ®Google Scholar
• K. Turhan, Z. Turgut, Treatment and degradability of direct dyes in textile wastewater by ozonation: A laboratory investigation, Desalin. Water Treat. 11(1–3) (2009) 184–191.10.5004/dwt.2009.800
   Web of Science ®Google Scholar
• C. Wang, A.Yediler, D. Lienert, Z. Wang, A. Kettrup, Ozonation of an azo dye C.I. Remazol Black 5 and toxicological assessment of oxidation products, Chemosphere 52 (2003) 1225–1232
   PubMed Web of Science ®Google Scholar
• W. Chu, C. Ma, Quantitative prediction of direct and indirect dye ozonation kinetics, Water Res. 34(12) (2000) 3153–3160.10.1016/S0043-1354(00)00043-9
   Web of Science ®Google Scholar