Advances in environmental research

  • 제2권4호
  • /
  • Pages.291-308
  • /
  • 2013
  • /
  • 2234-1722(pISSN)
  • /
  • 2234-1730(eISSN)
테크노프레스 (Techno-Press)
권호 표지
DOI QR코드

DOI QR Code

Response surface analysis of removal of a textile dye by a Turkish coal powder

  • Khataee, Alireza (Research Laboratory of Advanced Water and Wastewater Treatment Processes, Department of Applied Chemistry, Faculty of Chemistry, University of Tabriz) ;
  • Alidokht, Leila (Research Laboratory of Advanced Water and Wastewater Treatment Processes, Department of Applied Chemistry, Faculty of Chemistry, University of Tabriz) ;
  • Hassani, Aydin (Department of Chemistry, Faculty of Science, Ataturk University) ;
  • Karaca, Semra (Department of Chemistry, Faculty of Science, Ataturk University)
  • 투고 : 2013.11.08
  • 심사 : 2013.12.20
  • 발행 : 2013.12.25
⟨ 이전 논문 다음 논문 ⟩

초록

In the present study, an experimental design methodology was used to optimize the adsorptive removal of Basic Yellow 13 (BY13) using Turkish coal powder. A central composite design (CCD) consisting of 31 experiments was employed to evaluate the simple and combined effects of the four independent variables, initial dye concentration (mg/L), adsorbent dosage (g/L), temperature ($^{\circ}C$) and contact time (min) on the color removal (CR) efficiency (%) and optimizing the process response. Analysis of variance (ANOVA) showed a high coefficient of determination value ($R^2=0.947$) and satisfactory prediction of the polynomial regression model was derived. Results indicated that the CR efficiency was not significantly affected by temperature in the range of $12-60^{\circ}C$. While all other variables significantly influenced response. The highest CR (95.14%), estimated by multivariate experimental design, was found at the optimal experimental conditions of initial dye concentration 30 mg/L, adsorbent dosage 1.5 g/L, temperature $25^{\circ}C$ and contact time 10 min.

키워드

참고문헌

  1. Alidokht, L., Khataee, A.R., Reyhanitabar, A. and Oustan, S. (2011), "Cr(VI) immobilization process in a Cr-spiked soil by zerovalent iron nanoparticles: optimization using response surface methodology",CLEAN - Soil, Air, Water, 39(7), 633-640. https://doi.org/10.1002/clen.201000461
  2. Allen-King, R.M., Grathwohl, P. and Ball, W.P. (2002), "New modeling paradigms for the sorption of hydrophobic organic chemicals to heterogeneous carbonaceous matter in soils, sediments, and rocks",Advances in Water Resources, 25(8-12), 985-1016. https://doi.org/10.1016/S0309-1708(02)00045-3
  3. Aravindhan, R., Rao, J.R. and Nair, B.U. (2007), "Removal of basic yellow dye from aqueous solution by sorption on green alga Caulerpa scalpelliformis", J. Hazard. Mater., 142(1-2), 68-76. https://doi.org/10.1016/j.jhazmat.2006.07.058
  4. Arulkumar, M., Sathishkumar, P. and Palvannan, T. (2011), "Optimization of Orange G dye adsorption by activated carbon of Thespesia populnea pods using response surface methodology", J. Hazard. Mater.,186(1), 827-834. https://doi.org/10.1016/j.jhazmat.2010.11.067
  5. Brown, S., Tauler, R. and Walczak, R. (2009), Comprehensive Chemometrics Elsevier, Oxford.
  6. Chatterjee, S., Kumar, A., Basu, S. and Dutta, S. (2012),"Application of response surface methodology for methylene blue dye removal from aqueous solution using low cost adsorbent", Chem. Eng. J., 181-182, 289-299. https://doi.org/10.1016/j.cej.2011.11.081
  7. Chen, M.-J., Chen, K.-N. and Liu, C.-W. (2005), "Optimization on response surface models for the optimal manufacturing conditions of dairy tofu", J. Food Eng., 68(4), 471-480. https://doi.org/10.1016/j.jfoodeng.2004.06.028
  8. Cooke, N.E., Fuller, O.M. and Gaikwad, R.P. (1986), "FT-IR spectroscopic analysis of coals and coal extracts", Fuel, 65(9), 1254-1260. https://doi.org/10.1016/0016-2361(86)90238-3
  9. Das, T.K. (2001), "Evolution characteristics of gases during pyrolysis of maceral concentrates of Russian coking coals", Fuel, 80(4), 489-500. https://doi.org/10.1016/S0016-2361(00)00126-5
  10. Dong, Y., Su, Y., Chen, W., Peng, J., Zhang, Y. and Jiang, Z. (2011), "Ultrafiltration Enhanced with Activated Carbon Adsorption for Efficient Dye Removal from Aqueous Solution", Chinese J. Chem. Eng.,19(5), 863-869. https://doi.org/10.1016/S1004-9541(11)60066-9
  11. Garg, V.K., Amita, M., Kumar, R. and Gupta, R. (2004), "Basic dye (methylene blue) removal from simulated wastewater by adsorption using Indian Rosewood sawdust: A timber industry waste", Dyes Pigments, 63(3), 243-250. https://doi.org/10.1016/j.dyepig.2004.03.005
  12. Grigoriew, H. (1990), "Diffraction studies of coal structure", Fuel, 69(7), 840-845. https://doi.org/10.1016/0016-2361(90)90228-I
  13. Hameed, B.H., Tan, I.A.W. and Ahmad, A.L. (2008), "Optimization of basic dye removal by oil palm fibre-based activated carbon using response surface methodology", J. Hazard. Mater., 158(2-3), 324-332. https://doi.org/10.1016/j.jhazmat.2008.01.088
  14. Hoerl, A.E. (1959), "Optimum solution to many variables equations", Chem. Eng. Prog., 55(69-78).
  15. Hoerl, A.E. (1964), "Ridge analysis", Chem. Eng. Prog., 60(67-77).
  16. Karaca, S., Gurses, A. and Bayrak, R. (2004), "Effect of some pre-treatments on the adsorption of methylene blue by Balkaya lignite", Energ. Convers. Manag., 45(11-12), 1693-1704. https://doi.org/10.1016/j.enconman.2003.09.026
  17. Karacan, F., Ozden, U. and Karacan, S. (2007), "Optimization of manufacturing conditions for activated carbon from Turkish lignite by chemical activation using response surface methodology", Appl. Therm. Eng., 27(7), 1212-1218. https://doi.org/10.1016/j.applthermaleng.2006.02.046
  18. Khataee, A.R., Kasiri, M.B. and Alidokht, L. (2011), "Application of response surface methodology in the optimization of photocatalytic removal of environmental pollutants using nanocatalysts", Environ. Technol., 32(15), 1669-1684. https://doi.org/10.1080/09593330.2011.597432
  19. Khayet, M., Zahrim, A.Y. and Hilal, N. (2011), "Modelling and optimization of coagulation of highly concentrated industrial grade leather dye by response surface methodology", Chem. Eng. J., 167(1),77-83. https://doi.org/10.1016/j.cej.2010.11.108
  20. Kousha, M., Daneshvar, E., Sohrabi, M.S., Koutahzadeh, N. and Khataee, A.R. (2012), "Optimization of C.I. Acid black 1 biosorption by Cystoseira indica and Gracilaria persica biomasses from aqueous solutions", Int. Biodeter. Biodeg., 67, 56-63. https://doi.org/10.1016/j.ibiod.2011.10.007
  21. McKay, G., Porter, J.F. and Prasad, G.R. (1999), "The removal of dye colours from aqueous solutions by adsorption on low-cost materials", Water Air Soil Poll., 114(3-4), 423-438. https://doi.org/10.1023/A:1005197308228
  22. Modirshahla, N., Behnajady, M.A., Rahbarfam, R. and Hassani, A. (2012), "Effects of operational parameters on decolorization of C. I. Acid Red 88 by UV/$H_{2}O_{2}$ process: Evaluation of electrical energy consumption", CLEAN - Soil, Air, Water, 40(3), 298-302. https://doi.org/10.1002/clen.201000574
  23. Modirshahla, N., Hassani, A., Behnajady, M.A. and Rahbarfam, R. (2011), "Effect of operational parameters on decolorization of Acid Yellow 23 from wastewater by UV irradiation using ZnO and ZnO/$SnO_{2}$ photocatalysts", Desalination, 271(1-3), 187-192. https://doi.org/10.1016/j.desal.2010.12.027
  24. Mozia, S., Morawski, A.W., Toyoda, M. and Inagaki, M. (2008), "Effectiveness of photodecomposition of an azo dye on a novel anatase-phase $TiO_{2}$ and two commercial photocatalysts in a photocatalytic membrane reactor (PMR)", Sep. Purif. Technol., 63(2), 386-391. https://doi.org/10.1016/j.seppur.2008.05.029
  25. Myers, R.H. and Montgomery, D.C. (2002), Response Surface Methodology. Process and Product Optimization using Designed Experiments, (2nd Edition), John Wiley & Sons, New York.
  26. Nishikiori, H., Tanaka, N., Shindoh, J., Sakurai, K., Fujimatsu, H., Suzuki, E., Tsuchida, T., Mitani, M. and Fujii, T. (2003), "Coal fly ash decomposes diethyl phthalate", Res. Chem. Intermediat, 29(4), 441-448. https://doi.org/10.1163/156856703765694372
  27. Ravikumar, K., Krishnan, S., Ramalingam, S. and Balu, K. (2007), "Optimization of process variables by the application of response surface methodology for dye removal using a novel adsorbent", Dyes Pigments, 72(1), 66-74. https://doi.org/10.1016/j.dyepig.2005.07.018
  28. Sadri Moghaddam, S., Alavi Moghaddam, M.R. and Arami, M. (2010), "Coagulation/flocculation process for dye removal using sludge from water treatment plant: Optimization through response surface methodology", J. Hazard. Mater., 175(1-3), 651-657. https://doi.org/10.1016/j.jhazmat.2009.10.058
  29. Singh, K.P., Gupta, S., Singh, A.K. and Sinha, S. (2011), "Optimizing adsorption of crystal violet dye from water by magnetic nanocomposite using response surface modeling approach", J. Hazard. Mater., 186(2-3), 1462-1473. https://doi.org/10.1016/j.jhazmat.2010.12.032
  30. Speight, J.G. (1972), "The application of spectroscopic techniques to the structural analysis of coal and petroleum", Appl. Spectrosc. Rev., 5(1), 211-263. https://doi.org/10.1080/05704927208081701
  31. Tanyildizi, M.S. (2011), "Modeling of adsorption isotherms and kinetics of reactive dye from aqueous solution by peanut hull", Chem. Eng. J., 168(3), 1234-1240. https://doi.org/10.1016/j.cej.2011.02.021
  32. Tseng, R.-L. and Tseng, S.-K. (2006), "Characterization and use of high surface area activated carbons prepared from cane pith for liquid-phase adsorption", J. Hazard. Mater., 136(3), 671-680. https://doi.org/10.1016/j.jhazmat.2005.12.048
  33. Wu, S., Yu, X., Hu, Z., Zhang, L. and Chen, J. (2009), "Optimizing aerobic biodegradation of dichloromethane using response surface methodology", J. Environ. Sci., 21(9), 1276-1283. https://doi.org/10.1016/S1001-0742(08)62415-8

피인용 문헌

  1. Preparation of montmorillonite–alginate nanobiocomposite for adsorption of a textile dye in aqueous phase: Isotherm, kinetic and experimental design approaches vol.21, 2015, https://doi.org/10.1016/j.jiec.2014.05.034
  2. Adsorption of two cationic textile dyes from water with modified nanoclay: A comparative study by using central composite design vol.3, pp.4, 2015, https://doi.org/10.1016/j.jece.2015.09.014
  3. Ultrasound-assisted adsorption of textile dyes using modified nanoclay: Central composite design optimization vol.33, pp.1, 2016, https://doi.org/10.1007/s11814-015-0106-y
  4. Sonocatalytic removal of methylene blue from water solution by cobalt ferrite/mesoporous graphitic carbon nitride (CoFe2O4/mpg-C3N4) nanocomposites: response surface methodology approach pp.1614-7499, 2018, https://doi.org/10.1007/s11356-018-3151-3
  5. Adsorption of methylene blue from aqueous solutions using water treatment sludge modified with sodium alginate as a low cost adsorbent vol.75, pp.2, 2013, https://doi.org/10.2166/wst.2016.510
  6. A review of the application of sonophotocatalytic process based on advanced oxidation process for degrading organic dye vol.34, pp.4, 2019, https://doi.org/10.1515/reveh-2019-0024
  7. Synthesis of metaettringite from blast furnace slag and evaluation of its boron adsorption ability vol.28, pp.12, 2013, https://doi.org/10.1007/s11356-020-11028-z
  8. Cobalt Nanoparticles Supported on Reduced Amine-Functionalized Graphene Oxide for Catalytic Reduction of Nitroanilines and Organic Dyes vol.16, pp.4, 2013, https://doi.org/10.1142/s1793292021500399
  9. Adsorption modeling and optimization of thorium (IV) ion from aqueous solution using chitosan/TiO2 nanocomposite: Application of artificial neural network and genetic algorithm vol.15, pp.None, 2013, https://doi.org/10.1016/j.enmm.2020.100400
  10. Preparation of Fe@Fe2O3/3D graphene composite cathode for electrochemical removal of sulfasalazine vol.273, pp.None, 2013, https://doi.org/10.1016/j.chemosphere.2020.128581
  11. Electrochemical activation of peroxides for treatment of contaminated water with landfill leachate: Efficacy, toxicity and biodegradability evaluation vol.279, pp.None, 2013, https://doi.org/10.1016/j.chemosphere.2021.130610
  12. Application of graphene, graphene oxide, and boron nitride nanosheets in the water treatment vol.12, pp.5, 2013, https://doi.org/10.12989/mwt.2021.12.5.227
  13. Degradation of Ciprofloxacin by Titanium Dioxide (TiO2) Nanoparticles: Optimization of Conditions, Toxicity, and Degradation Pathway vol.16, pp.4, 2013, https://doi.org/10.9767/bcrec.16.4.11355.752-762
  14. Synthesis of Ce-doped magnetic NaY zeolite for effective Sb removal: Study of its performance and mechanism vol.636, pp.None, 2013, https://doi.org/10.1016/j.colsurfa.2021.128129
  15. French Fries-Like Bismuth Oxide: Physicochemical Properties, Electrical Conductivity and Photocatalytic Activity vol.17, pp.1, 2013, https://doi.org/10.9767/bcrec.17.1.12554.146-156