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Turbidity and COD removal from leather effluents using TiO2–assisted photocatalytic-ozonation by response surface methodology

Year 2018, Volume: 1 Issue: 3, 1 - 10, 01.07.2018

Abstract

In the present study, concurrently removal of COD and turbidity from leather processing effluents (LPE) using TiO2–assisted photocatalytic-ozonation were investigated by utilization of Box-Behnken design (BBD) in planning experiments. Effects of ozone dose (OD, mg L-1), catalyst dose (CD, g L-1), and aeration (A, mL min-1) were performed as explanatory variables. An increase both in doses of ozone and catalyst and a decrease in aeration leaded increases both in removals of COD and turbidity. Values of 96.77% and 95.37% were obtained as the highest COD and turbidity removal efficiencies, respectively. This showed that TiO2-assisted photocatalytic-ozonation process was significantly effective for the treatment of LPE. By using BBD, 2.95 g L-1 of CD, 19.99 mg L-1 of OD, and 1.63 mL min-1 of A were determined as BBD-optimized operating conditions. BBD suggested removals of 96.77% and 94.93% for COD and turbidity, respectively at these optimized conditions. Validation experiments at BBD-optimized conditions were resulted as 95.52%±1.28 and 94.36%±2.52 for COD removal and turbidity removal, respectively. Good agreement between predicted values and experimental results demonstrated the accuracy of BBD in optimization of explanatory variables of TiO2-assisted photocatalytic-ozonation process. Finally, multiple non-linear regression (MNLR) studies were performed to state the variation in responses and also to predict the responses. The proposed models predicted COD and turbidity removals with regression coefficients of 99.99% and 99.97%, respectively. These findings also showed that MNLR was an efficient way to model and to predict the response variables of photocatalytic-ozonation process.

References

  • [1]. S.K. Khetan and T.J. Collins, “Human pharmaceuticals in the aquatic environment: a challenge to green chemistry,” Chemical Reviews, Vol. 107, pp. 2319-2364, 2007.
  • [2]. N. Laville, S. Ait-Aissa, E. Gomez, C. Casellas and J.M. Porcher, “Effects of human pharmaceuticals on cytotoxicity, EROD activity and ROS production in fish hepatocytes,” Toxicology, Vol. 196, pp. 41-55, 2004.
  • [3]. B.T. Ferrari, N. Paxéus, R.L. Giudice, A. Pollio and J. Garric, “Ecotoxicological impact of pharmaceuticals found in treated wastewaters: study of carbamazepine, clofibric acid, and diclofenac,” Ecotoxicological Environmental Safety, Vol. 55, pp. 359-370, 2003.
  • [4]. J. Schwaiger, H. Ferling, U. Mallow, H. Wintermayr and R.D. Negele, “Toxic effects of the non-steroidal anti-inflammatory drug diclofenac: Part I: histopathological alterations and bioaccumulation in rainbow trout,” Aquatic Toxicology, Vol. 68, pp. 141-150, 2004.
  • [5]. R.R. Giri, H. Ozaki, T. Ishida, R. Takanami and S. Taniguchi, “Synergy of ozonation and photocatalysis to mineralize low concentration 2,4-dichlorophenoxyacetic acid in aqueous solution,” Chemosphere, Vol. 66, pp. 1610-1617, 2007.
  • [6]. V. Naddeo, V. Belgiorno, D. Kassinos, D. Mantzavinos and S. Meric, “Ultrasonic degradation, mineralization and detoxification of diclofenac in water: optimization of operating parameters,” Ultrasonics Sonochemistry, Vol. 17, pp. 179-185, 2010.
  • [7]. T. Kosjek, E. Heath and A. Krbavčič, “Determination of non-steroidal anti-inflammatory drug (NSAIDs) residues in water samples,” Environmental Intermediate, Vol. 31, pp. 679-685, 2005.
  • [8]. M. Cleuvers, “Mixture toxicity of the anti-inflammatory drugs diclofenac, ibuprofen, naproxen, and acetylsalicylic acid,” Ecotoxicological Environmental Safety, Vol. 59, pp. 309-315, 2004.
  • [9]. M. Hijosa-Valsero, R. Molina, H. Schikora, M. Müller and J.M. Bayona, “Removal of priority pollutants from water by means of dielectric barrier discharge atmospheric plasma,” Journal of Hazardous Materials, Vol. 262, pp. 664-673, 2013.
  • [10]. G.T. Güyer and N.H. Ince, “Degradation of diclofenac in water by homogeneous and heterogeneous sonolysis,” Ultrasonics Sonochemistry, Vol. 18, pp. 114-119, 2011.
  • [11]. M. Buyukada, “Modeling of decolorization of synthetic reactive dyestuff solutions with response surface methodology by a rapid and efficient process of ultrasound-assisted ozone oxidation,” Desalination and Water Treatment, Vol. 57, pp. 14973–14985, 2016.
  • [12]. M. Buyukada, “Prediction of Photocatalytic Degradation and Mineralization Efficiencies of Basic Blue 3 Using TiO2 by Nonlinear Modeling Based on Box–Behnken Design,” Arabian Journal for Science and Engineering, Vol. 41, pp. 2631-2646, 2017.
  • [13]. M. Buyukada and F. Evrendilek “Color and cod removals by photocatalytic degradation: an experimental design approach and cost analysis,” Sigma Journal of Engineering and Architecture, Vol. 8, pp. 217-226, 2017.
  • [14]. Buyukada, M. “Advanced treatment of poultry slaughterhouse effluents using photocatalytic degradation: modeling, optimization, and cost analysis,” Env. Eng. PhD thesis, Abant Izzet Baysal University Institute of Science, Bolu, Turkey, Nov. 2017.
  • [15]. J.F. García-Araya, F.J. Beltrán and A. Aguinaco, “Diclofenac removal from water by ozone and photolytic TiO2 catalysed processes,” Journal of Chemical Technology and Biotechnology, Vol. 85, pp. 798-804, 2010.
  • [16]. J. Hartmann, P. Bartels, U. Mau, M. Witter, W.V. Tümpling, J. Hofmann and E. Nietzschmann, “Degradation of the drug diclofenac in water by sonolysis in presence of catalysts,” Chemosphere, Vol. 70, pp. 453-461, 2008.
  • [17]. M.M. Sein, M. Zedda, J. Tuerk, T.C. Schmidt, A. Golloch and C.V. Sonntag, “Oxidation of diclofenac with ozone in aqueous solution,” Environmental Science and Technology, Vol. 42, pp. 6656-6662, 2008.
  • [18]. S. He, J. Wang, L. Ye, Y. Zhang and J. Yu, “Removal of diclofenac from surface water by electron beam irradiation combined with a biological aerated filter,” Radiate Physical Chemistry, Vol. 105, pp. 104-108, 2014.
  • [19]. V. Naddeo, V. Belgiorno, D. Ricco and D. Kassinos, “Degradation of diclofenac during sonolysis, ozonation and their simultaneous application,” Ultrasonics Sonochemistry, Vol. 16, pp. 790-794, 2009.
  • [20]. D. Vogna, R. Marotta, A. Napolitano, R. Andreozzi and M. d’Ischia, “Advanced oxidation of the pharmaceutical drug diclofenac with UV/H2O2 and ozone,” Water Research, Vol. 38, pp. 414-422, 2004.
  • [21]. B. M. Mahamood, “Degradation kinetics of diclofenac in water by Fenton’s oxidation,” Journal of Sustainable Energy Environment, Vol. 3, pp. 173-176, 2012.
  • [22]. L.A. Pérez-Estrada, S. Malato, W. Gernjak, A. Agüera, E.M. Thurman, I. Ferrer and A.R. Fernández-Alba, “Photo-Fenton degradation of diclofenac: identification of main intermediates and degradation pathway,” Environmental Science and Technology, Vol. 39, pp. 8300-8306, 2005.
  • [23]. J. Hofmann, U. Freier, M. Wecks and S. Hohmann, “Degradation of diclofenac in water by heterogeneous catalytic oxidation with H2O2,” Applied Catalyst B, Vol. 70, pp. 447-451, 2007.
Year 2018, Volume: 1 Issue: 3, 1 - 10, 01.07.2018

Abstract

References

  • [1]. S.K. Khetan and T.J. Collins, “Human pharmaceuticals in the aquatic environment: a challenge to green chemistry,” Chemical Reviews, Vol. 107, pp. 2319-2364, 2007.
  • [2]. N. Laville, S. Ait-Aissa, E. Gomez, C. Casellas and J.M. Porcher, “Effects of human pharmaceuticals on cytotoxicity, EROD activity and ROS production in fish hepatocytes,” Toxicology, Vol. 196, pp. 41-55, 2004.
  • [3]. B.T. Ferrari, N. Paxéus, R.L. Giudice, A. Pollio and J. Garric, “Ecotoxicological impact of pharmaceuticals found in treated wastewaters: study of carbamazepine, clofibric acid, and diclofenac,” Ecotoxicological Environmental Safety, Vol. 55, pp. 359-370, 2003.
  • [4]. J. Schwaiger, H. Ferling, U. Mallow, H. Wintermayr and R.D. Negele, “Toxic effects of the non-steroidal anti-inflammatory drug diclofenac: Part I: histopathological alterations and bioaccumulation in rainbow trout,” Aquatic Toxicology, Vol. 68, pp. 141-150, 2004.
  • [5]. R.R. Giri, H. Ozaki, T. Ishida, R. Takanami and S. Taniguchi, “Synergy of ozonation and photocatalysis to mineralize low concentration 2,4-dichlorophenoxyacetic acid in aqueous solution,” Chemosphere, Vol. 66, pp. 1610-1617, 2007.
  • [6]. V. Naddeo, V. Belgiorno, D. Kassinos, D. Mantzavinos and S. Meric, “Ultrasonic degradation, mineralization and detoxification of diclofenac in water: optimization of operating parameters,” Ultrasonics Sonochemistry, Vol. 17, pp. 179-185, 2010.
  • [7]. T. Kosjek, E. Heath and A. Krbavčič, “Determination of non-steroidal anti-inflammatory drug (NSAIDs) residues in water samples,” Environmental Intermediate, Vol. 31, pp. 679-685, 2005.
  • [8]. M. Cleuvers, “Mixture toxicity of the anti-inflammatory drugs diclofenac, ibuprofen, naproxen, and acetylsalicylic acid,” Ecotoxicological Environmental Safety, Vol. 59, pp. 309-315, 2004.
  • [9]. M. Hijosa-Valsero, R. Molina, H. Schikora, M. Müller and J.M. Bayona, “Removal of priority pollutants from water by means of dielectric barrier discharge atmospheric plasma,” Journal of Hazardous Materials, Vol. 262, pp. 664-673, 2013.
  • [10]. G.T. Güyer and N.H. Ince, “Degradation of diclofenac in water by homogeneous and heterogeneous sonolysis,” Ultrasonics Sonochemistry, Vol. 18, pp. 114-119, 2011.
  • [11]. M. Buyukada, “Modeling of decolorization of synthetic reactive dyestuff solutions with response surface methodology by a rapid and efficient process of ultrasound-assisted ozone oxidation,” Desalination and Water Treatment, Vol. 57, pp. 14973–14985, 2016.
  • [12]. M. Buyukada, “Prediction of Photocatalytic Degradation and Mineralization Efficiencies of Basic Blue 3 Using TiO2 by Nonlinear Modeling Based on Box–Behnken Design,” Arabian Journal for Science and Engineering, Vol. 41, pp. 2631-2646, 2017.
  • [13]. M. Buyukada and F. Evrendilek “Color and cod removals by photocatalytic degradation: an experimental design approach and cost analysis,” Sigma Journal of Engineering and Architecture, Vol. 8, pp. 217-226, 2017.
  • [14]. Buyukada, M. “Advanced treatment of poultry slaughterhouse effluents using photocatalytic degradation: modeling, optimization, and cost analysis,” Env. Eng. PhD thesis, Abant Izzet Baysal University Institute of Science, Bolu, Turkey, Nov. 2017.
  • [15]. J.F. García-Araya, F.J. Beltrán and A. Aguinaco, “Diclofenac removal from water by ozone and photolytic TiO2 catalysed processes,” Journal of Chemical Technology and Biotechnology, Vol. 85, pp. 798-804, 2010.
  • [16]. J. Hartmann, P. Bartels, U. Mau, M. Witter, W.V. Tümpling, J. Hofmann and E. Nietzschmann, “Degradation of the drug diclofenac in water by sonolysis in presence of catalysts,” Chemosphere, Vol. 70, pp. 453-461, 2008.
  • [17]. M.M. Sein, M. Zedda, J. Tuerk, T.C. Schmidt, A. Golloch and C.V. Sonntag, “Oxidation of diclofenac with ozone in aqueous solution,” Environmental Science and Technology, Vol. 42, pp. 6656-6662, 2008.
  • [18]. S. He, J. Wang, L. Ye, Y. Zhang and J. Yu, “Removal of diclofenac from surface water by electron beam irradiation combined with a biological aerated filter,” Radiate Physical Chemistry, Vol. 105, pp. 104-108, 2014.
  • [19]. V. Naddeo, V. Belgiorno, D. Ricco and D. Kassinos, “Degradation of diclofenac during sonolysis, ozonation and their simultaneous application,” Ultrasonics Sonochemistry, Vol. 16, pp. 790-794, 2009.
  • [20]. D. Vogna, R. Marotta, A. Napolitano, R. Andreozzi and M. d’Ischia, “Advanced oxidation of the pharmaceutical drug diclofenac with UV/H2O2 and ozone,” Water Research, Vol. 38, pp. 414-422, 2004.
  • [21]. B. M. Mahamood, “Degradation kinetics of diclofenac in water by Fenton’s oxidation,” Journal of Sustainable Energy Environment, Vol. 3, pp. 173-176, 2012.
  • [22]. L.A. Pérez-Estrada, S. Malato, W. Gernjak, A. Agüera, E.M. Thurman, I. Ferrer and A.R. Fernández-Alba, “Photo-Fenton degradation of diclofenac: identification of main intermediates and degradation pathway,” Environmental Science and Technology, Vol. 39, pp. 8300-8306, 2005.
  • [23]. J. Hofmann, U. Freier, M. Wecks and S. Hohmann, “Degradation of diclofenac in water by heterogeneous catalytic oxidation with H2O2,” Applied Catalyst B, Vol. 70, pp. 447-451, 2007.
There are 23 citations in total.

Details

Primary Language English
Subjects Environmental Engineering
Journal Section Research Articles
Authors

Musa Buyukada 0000-0001-6841-6457

Publication Date July 1, 2018
Submission Date March 19, 2018
Acceptance Date April 19, 2018
Published in Issue Year 2018 Volume: 1 Issue: 3

Cite

APA Buyukada, M. (2018). Turbidity and COD removal from leather effluents using TiO2–assisted photocatalytic-ozonation by response surface methodology. Environmental Research and Technology, 1(3), 1-10.
AMA Buyukada M. Turbidity and COD removal from leather effluents using TiO2–assisted photocatalytic-ozonation by response surface methodology. ERT. July 2018;1(3):1-10.
Chicago Buyukada, Musa. “Turbidity and COD Removal from Leather Effluents Using TiO2–assisted Photocatalytic-Ozonation by Response Surface Methodology”. Environmental Research and Technology 1, no. 3 (July 2018): 1-10.
EndNote Buyukada M (July 1, 2018) Turbidity and COD removal from leather effluents using TiO2–assisted photocatalytic-ozonation by response surface methodology. Environmental Research and Technology 1 3 1–10.
IEEE M. Buyukada, “Turbidity and COD removal from leather effluents using TiO2–assisted photocatalytic-ozonation by response surface methodology”, ERT, vol. 1, no. 3, pp. 1–10, 2018.
ISNAD Buyukada, Musa. “Turbidity and COD Removal from Leather Effluents Using TiO2–assisted Photocatalytic-Ozonation by Response Surface Methodology”. Environmental Research and Technology 1/3 (July 2018), 1-10.
JAMA Buyukada M. Turbidity and COD removal from leather effluents using TiO2–assisted photocatalytic-ozonation by response surface methodology. ERT. 2018;1:1–10.
MLA Buyukada, Musa. “Turbidity and COD Removal from Leather Effluents Using TiO2–assisted Photocatalytic-Ozonation by Response Surface Methodology”. Environmental Research and Technology, vol. 1, no. 3, 2018, pp. 1-10.
Vancouver Buyukada M. Turbidity and COD removal from leather effluents using TiO2–assisted photocatalytic-ozonation by response surface methodology. ERT. 2018;1(3):1-10.