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Removal Of Crystal Violet Dye From Aqueous Solution with Pistachio Shell Powder: Optimization Of Process By Taguchi Method

Yıl 2021, Cilt: 14 Sayı: 1, 357 - 369, 31.03.2021
https://doi.org/10.18185/erzifbed.878694

Öz

For environmental applications, the production of inexpensive but superior adsorbents is essential. The Taguchi method was applied as an experimental design in this paper to determine the optimum conditions for the removal of crystal violet dye using pistachio shell powder in batch experiments. The effects of pH (3–9), initial dye concentration (2–10 mg•L-1), contact time (30–360 mins) and adsorbent dose (0.25–4 g•L-1) were studied using an L16 orthogonal array in order to achieve the maximum dye removal. For a "the-larger-the-better" response, the percent dye removal was transformed into an accurate S/N ratio. In the studied range for various parameters, the optimal condition was found to be pH = 6, initial dye concentration=10 mg•L-1, contact time=360 mins and adsorbent dose = 4 g•L-1. Under the optimum conditions, dye removal percentage was obtained to be 93.6±0.1%. The analysis of variance results indicate that percentage contribution of control factor in descending order is adsorbent dose (33.17%) > initial dye concentration (27.43%) > pH (22.89%) > contact time (16.52%).

Kaynakça

  • Abd‑Elhamid, A. I., Emran, M., El‑Sadek, M. H., El‑Shanshory, A. A., Soliman, H. M. A., Akl, M. A. and Rashad, M. 2020. "Enhanced removal of cationic dye by eco‑friendly activated biochar derived from rice straw", Applied Water Science, 10, 45.
  • Açıkalın, K., Karaca, F. and Bolat, E. 2012. "Pyrolysis of pistachio shell: Effects of pyrolysis conditions and analysis of products", Fuel, 95, 169–177.
  • Ardejani, F. D., Badii, K., Limaee, N. Y., Shafaei, S. Z. and Mirhabibi, A. R. 2008. "Adsorption of Direct Red 80 dye from aqueous solution onto almondshells: Effect of pH, initial concentration and shell type", Journal of Hazardous Materials, 151(2-3), 730-737.
  • Ates, F. and Tezcan Un, U. 2013. "Production of char from hornbeam sawdust and its performance evaluation inthe dye removal", Journal of Analytical and Applied Pyrolysis, 103, 159–166.
  • Berkane, N., Meziane, S. and Aziri, S. 2020. "Optimization of Congo red removal from aqueous solution using Taguchi experimental design", Separation Science and Technology, 55(2), 278-288.
  • Chen, Z., Deng, H., Chen, C., Yang, Y. and Xu, H. 2014. "Biosorption of malachite green from aqueous solutions by Pleurotus ostreatus using Taguchi method", Journal of Environmental Health Science & Engineering, 12, 63.
  • Ding, L., Zou, B., Gao, W., Liu, Q., Wang, Z., Guo, Y., Wang, X. and Liu, Y. 2014. "Adsorption of Rhodamine-B from aqueous solution using treated ricehusk-based activated carbon", Colloids and Surfaces A: Physicochemical and Engineering Aspects, 446, 1–7.
  • Do, T.-V. and Hsu, Q.-C. 2016. "Optimization of Minimum Quantity Lubricant Conditions and Cutting Parameters in Hard Milling of AISI H13 Steel", Applied Sciences, 6.
  • El-Geundi, M. S. 1991. "Colour removal from textile effluents by adsorption techniques", Water Research, 25(3), 271-273.
  • Elizalde-González, M. P. and Hernández-Montoya, V. 2009. "Removal of acid orange 7 by guava seed carbon: A four parameter optimization study", Journal of Hazardous Materials, 168(1), 515–522.
  • Ertugay, N. 2018. "The Removal of Crystal Violet (CV) Dyestuff by Wheat Bran: Kinetic Studies", Erzincan University Journal of Science and Technology, 11(3), 435-450.
  • Fratila, D. and Caizar, C. 2011. "Application of Taguchi method to selection of optimal lubrication and cutting conditions in face milling of AlMg3", Journal of Cleaner Production, 19(6-7), 640-645.
  • Garg, V. K., Gupta, R., Yadav, A. B. and Kumar, R. 2003. "Dye removal from aqueous solution by adsorption on treated sawdust", Bioresource Technology, 89(2), 121-124.
  • Gezer, B. and Ersoy, Y. 2018. "Adsorption Behavior of Methylene Blue Dye Using Carob Powder as Eco-Friendly New Adsorbent For Cleaning Wastewater: Optimization By Response Surface Methodology", Erzincan University Journal of Science and Technology, 11(2), 306-320.
  • İnal, M. and Erduran, N. 2015. "Removal of various anionic dyes using sodium alginate/ poly(N-vinyl-2-pyrrolidone) blend hydrogel beads", Polymer Bulletin, 72, 1735–1752.
  • Khan, M. A., Al Othman, Z. A., Kumar, M., Ola, M. S. and Siddique, M. R. 2015. "Biosorption potential assessment of modified pistachio shell waste for methylene blue: thermodynamics and kinetics study", Desalination and Water Treatment, 56(1), 146–160.
  • Kwak, J.-S. 2005. "Application of Taguchi and response surface methodologies for geometric error in surface grinding process", International Journal of Machine Tools & Manufacture, 45(3), 327-334.
  • Madrakian, T., Afkhami, A. and Ahmadi, M. 2012. "Adsorption and kinetic studies of seven different organic dyes onto magnetite nanoparticles loaded tea waste and removal of them from wastewater samples", Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 99, 102–109.
  • Maleki, A., Daraei, H., Khodaei, F., Aghdam, K. B. and Faez, E. 2015. "Direct blue 71 dye removal probing by potato peel-based sorbent: applications of artificial intelligent systems", Desalination and Water Treatment, 57(26), 12281-12286.
  • Malik, P. K. and Saha, S. K. 2003. "Oxidation of direct dyes with hydrogen peroxide using ferrous ion as catalyst", Separation and Purification Technology, 31(3), 241-250.
  • Moussavi, G. and Khosravi, R. 2011. "The removal of cationic dyes from aqueous solutions by adsorption onto pistachio hull waste", Chemical Engineering Research and Design, 89(10), 2182–2189.
  • Pander, A., Hatta, A. and Furuta, H. 2016. "Optimization of catalyst formation conditions for synthesis of carbonnanotubes using Taguchi method", Applied Surface Science, 371, 425-435.
  • Panizza, M., Barbucci, A., Ricotti, R. and Cerisola, G. 2007. "Electrochemical degradation of methylene blue", Separation and Purification Technology, 54(3), 382-387.
  • Pourebrahim, F., Ghaedi, M., Dashtian, K., Heidari, F. and Kheirandish, S. 2017. "Simultaneous removing of Pb2+ ions and alizarin red S dye after their complexation by ultrasonic waves coupled adsorption process: Spectrophotometry detection and optimization study", Ultrasonics Sonochemistry, 35, 51-60.
  • Punzi, M., Anbalagan, A., Börner, R. A., Svensson, B.-M., Jonstrup, M. and Mattiasson, B. 2015. "Degradation of a textile azo dye using biological treatment followed by photo-Fenton oxidation Evaluation of toxicity and microbial community structure", Chemical Engineering Journal, 270, 290–299.
  • Robinson, T., Chandran, B. and Nigam, P. 2002. "Effect of pretreatments of three waste residues, wheat straw, corncobs and barley husks on dye adsorption", Bioresource Technology, 85(2), 119–124.
  • Sachdeva, S. and Kumar, A. 2009. "Preparation of nanoporous composite carbon membrane for separation of rhodamine B dye", Journal of Membrane Science, 329(1-2), 2–10.
  • Sarıkaya, A. G. and Erden, E. 2020. "Direct Blue 2 Textile Dye Biosorption by Agaricus campestris Biomass: Kinetic, Isotherm and Thermodynamic Studies", Erzincan University Journal of Science and Technology, 13(1), 258-273.
  • Şentürk, İ. and Alzein, M. 2020. "Adsorptive removal of basic blue 41 using pistachio shell adsorbent - Performance in batch and column system", Sustainable Chemistry and Pharmacy, 16, 100254.
  • Tanyildizi, M. Ş. 2011. "Modeling of adsorption isotherms and kinetics of reactive dye from aqueous solution by peanut hull", Chemical Engineering Journal, 168(3), 1234–1240.
  • Venkatesha, T. G., Viswanatha, R., Arthoba Nayaka, Y. and Chethana, B. K. 2012. "Kinetics and thermodynamics of reactive and vat dyes adsorption on MgO nanoparticles", Chemical Engineering Journal, 198-199, 1-10.
  • Xing, J., Yang, B., Shen, Y., Wang, Z., Wang, F., Shi, X. and Zhang, Z. 2019. "Selective Removal of Acid Fuchsin from Aqueous Solutions by Rapid Adsorption onto Polypyrrole Crosslinked Cellulose/Gelatin Hydrogels", Journal of Dispersion Science and Technology, 40(11), 1591–1599.
  • Yen, H. Y. and Li, J. Y. 2015. "Process optimization for Ni(II) removal from wastewater by calcined oyster shell powders using Taguchi method", Journal of Environmental Management, 161, 344-349.
  • Zhou, Y., Lu, J., Zhou, Y. and Liu, Y. 2019. "Recent advances for dyes removal using novel adsorbents: A review", Environmental Pollution, 252, 352-365.
Yıl 2021, Cilt: 14 Sayı: 1, 357 - 369, 31.03.2021
https://doi.org/10.18185/erzifbed.878694

Öz

Kaynakça

  • Abd‑Elhamid, A. I., Emran, M., El‑Sadek, M. H., El‑Shanshory, A. A., Soliman, H. M. A., Akl, M. A. and Rashad, M. 2020. "Enhanced removal of cationic dye by eco‑friendly activated biochar derived from rice straw", Applied Water Science, 10, 45.
  • Açıkalın, K., Karaca, F. and Bolat, E. 2012. "Pyrolysis of pistachio shell: Effects of pyrolysis conditions and analysis of products", Fuel, 95, 169–177.
  • Ardejani, F. D., Badii, K., Limaee, N. Y., Shafaei, S. Z. and Mirhabibi, A. R. 2008. "Adsorption of Direct Red 80 dye from aqueous solution onto almondshells: Effect of pH, initial concentration and shell type", Journal of Hazardous Materials, 151(2-3), 730-737.
  • Ates, F. and Tezcan Un, U. 2013. "Production of char from hornbeam sawdust and its performance evaluation inthe dye removal", Journal of Analytical and Applied Pyrolysis, 103, 159–166.
  • Berkane, N., Meziane, S. and Aziri, S. 2020. "Optimization of Congo red removal from aqueous solution using Taguchi experimental design", Separation Science and Technology, 55(2), 278-288.
  • Chen, Z., Deng, H., Chen, C., Yang, Y. and Xu, H. 2014. "Biosorption of malachite green from aqueous solutions by Pleurotus ostreatus using Taguchi method", Journal of Environmental Health Science & Engineering, 12, 63.
  • Ding, L., Zou, B., Gao, W., Liu, Q., Wang, Z., Guo, Y., Wang, X. and Liu, Y. 2014. "Adsorption of Rhodamine-B from aqueous solution using treated ricehusk-based activated carbon", Colloids and Surfaces A: Physicochemical and Engineering Aspects, 446, 1–7.
  • Do, T.-V. and Hsu, Q.-C. 2016. "Optimization of Minimum Quantity Lubricant Conditions and Cutting Parameters in Hard Milling of AISI H13 Steel", Applied Sciences, 6.
  • El-Geundi, M. S. 1991. "Colour removal from textile effluents by adsorption techniques", Water Research, 25(3), 271-273.
  • Elizalde-González, M. P. and Hernández-Montoya, V. 2009. "Removal of acid orange 7 by guava seed carbon: A four parameter optimization study", Journal of Hazardous Materials, 168(1), 515–522.
  • Ertugay, N. 2018. "The Removal of Crystal Violet (CV) Dyestuff by Wheat Bran: Kinetic Studies", Erzincan University Journal of Science and Technology, 11(3), 435-450.
  • Fratila, D. and Caizar, C. 2011. "Application of Taguchi method to selection of optimal lubrication and cutting conditions in face milling of AlMg3", Journal of Cleaner Production, 19(6-7), 640-645.
  • Garg, V. K., Gupta, R., Yadav, A. B. and Kumar, R. 2003. "Dye removal from aqueous solution by adsorption on treated sawdust", Bioresource Technology, 89(2), 121-124.
  • Gezer, B. and Ersoy, Y. 2018. "Adsorption Behavior of Methylene Blue Dye Using Carob Powder as Eco-Friendly New Adsorbent For Cleaning Wastewater: Optimization By Response Surface Methodology", Erzincan University Journal of Science and Technology, 11(2), 306-320.
  • İnal, M. and Erduran, N. 2015. "Removal of various anionic dyes using sodium alginate/ poly(N-vinyl-2-pyrrolidone) blend hydrogel beads", Polymer Bulletin, 72, 1735–1752.
  • Khan, M. A., Al Othman, Z. A., Kumar, M., Ola, M. S. and Siddique, M. R. 2015. "Biosorption potential assessment of modified pistachio shell waste for methylene blue: thermodynamics and kinetics study", Desalination and Water Treatment, 56(1), 146–160.
  • Kwak, J.-S. 2005. "Application of Taguchi and response surface methodologies for geometric error in surface grinding process", International Journal of Machine Tools & Manufacture, 45(3), 327-334.
  • Madrakian, T., Afkhami, A. and Ahmadi, M. 2012. "Adsorption and kinetic studies of seven different organic dyes onto magnetite nanoparticles loaded tea waste and removal of them from wastewater samples", Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 99, 102–109.
  • Maleki, A., Daraei, H., Khodaei, F., Aghdam, K. B. and Faez, E. 2015. "Direct blue 71 dye removal probing by potato peel-based sorbent: applications of artificial intelligent systems", Desalination and Water Treatment, 57(26), 12281-12286.
  • Malik, P. K. and Saha, S. K. 2003. "Oxidation of direct dyes with hydrogen peroxide using ferrous ion as catalyst", Separation and Purification Technology, 31(3), 241-250.
  • Moussavi, G. and Khosravi, R. 2011. "The removal of cationic dyes from aqueous solutions by adsorption onto pistachio hull waste", Chemical Engineering Research and Design, 89(10), 2182–2189.
  • Pander, A., Hatta, A. and Furuta, H. 2016. "Optimization of catalyst formation conditions for synthesis of carbonnanotubes using Taguchi method", Applied Surface Science, 371, 425-435.
  • Panizza, M., Barbucci, A., Ricotti, R. and Cerisola, G. 2007. "Electrochemical degradation of methylene blue", Separation and Purification Technology, 54(3), 382-387.
  • Pourebrahim, F., Ghaedi, M., Dashtian, K., Heidari, F. and Kheirandish, S. 2017. "Simultaneous removing of Pb2+ ions and alizarin red S dye after their complexation by ultrasonic waves coupled adsorption process: Spectrophotometry detection and optimization study", Ultrasonics Sonochemistry, 35, 51-60.
  • Punzi, M., Anbalagan, A., Börner, R. A., Svensson, B.-M., Jonstrup, M. and Mattiasson, B. 2015. "Degradation of a textile azo dye using biological treatment followed by photo-Fenton oxidation Evaluation of toxicity and microbial community structure", Chemical Engineering Journal, 270, 290–299.
  • Robinson, T., Chandran, B. and Nigam, P. 2002. "Effect of pretreatments of three waste residues, wheat straw, corncobs and barley husks on dye adsorption", Bioresource Technology, 85(2), 119–124.
  • Sachdeva, S. and Kumar, A. 2009. "Preparation of nanoporous composite carbon membrane for separation of rhodamine B dye", Journal of Membrane Science, 329(1-2), 2–10.
  • Sarıkaya, A. G. and Erden, E. 2020. "Direct Blue 2 Textile Dye Biosorption by Agaricus campestris Biomass: Kinetic, Isotherm and Thermodynamic Studies", Erzincan University Journal of Science and Technology, 13(1), 258-273.
  • Şentürk, İ. and Alzein, M. 2020. "Adsorptive removal of basic blue 41 using pistachio shell adsorbent - Performance in batch and column system", Sustainable Chemistry and Pharmacy, 16, 100254.
  • Tanyildizi, M. Ş. 2011. "Modeling of adsorption isotherms and kinetics of reactive dye from aqueous solution by peanut hull", Chemical Engineering Journal, 168(3), 1234–1240.
  • Venkatesha, T. G., Viswanatha, R., Arthoba Nayaka, Y. and Chethana, B. K. 2012. "Kinetics and thermodynamics of reactive and vat dyes adsorption on MgO nanoparticles", Chemical Engineering Journal, 198-199, 1-10.
  • Xing, J., Yang, B., Shen, Y., Wang, Z., Wang, F., Shi, X. and Zhang, Z. 2019. "Selective Removal of Acid Fuchsin from Aqueous Solutions by Rapid Adsorption onto Polypyrrole Crosslinked Cellulose/Gelatin Hydrogels", Journal of Dispersion Science and Technology, 40(11), 1591–1599.
  • Yen, H. Y. and Li, J. Y. 2015. "Process optimization for Ni(II) removal from wastewater by calcined oyster shell powders using Taguchi method", Journal of Environmental Management, 161, 344-349.
  • Zhou, Y., Lu, J., Zhou, Y. and Liu, Y. 2019. "Recent advances for dyes removal using novel adsorbents: A review", Environmental Pollution, 252, 352-365.
Toplam 34 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Mühendislik
Bölüm Makaleler
Yazarlar

Abdulaziz Kaya 0000-0001-8767-1998

Yayımlanma Tarihi 31 Mart 2021
Yayımlandığı Sayı Yıl 2021 Cilt: 14 Sayı: 1

Kaynak Göster

APA Kaya, A. (2021). Removal Of Crystal Violet Dye From Aqueous Solution with Pistachio Shell Powder: Optimization Of Process By Taguchi Method. Erzincan University Journal of Science and Technology, 14(1), 357-369. https://doi.org/10.18185/erzifbed.878694