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OPTIMIZATION OF CHROMIUM AND LEAD BIOSORPTION IN WASTEWATER USING 33 FACTORIAL DESIGN

Year 2022, Volume: 23 Issue: 4, 276 - 290, 29.12.2022
https://doi.org/10.18038/estubtda.1068351

Abstract

In this study removing heavy metals, Cr (III), and Pb (II) from wastewater, Microorganism Trichoderma sp. biosorption was performed using Cr (III), and Pb (II) removal was taken into account. For this study, 3^3 Factorial Experiment Designs were used, and temperature (°C), biosorbent dosage (g/L), and pH were selected as the main factors for Cr (III), and Pb (II) metals and three levels of these factors were determined as low, medium, and high. In this study, which was carried out to increase the metal removal efficiency and biosorption capacity, the main factors and the significance of each interaction of these factors were examined with 3^3 Factorial Design. For this purpose, by conducting Analysis of Variance (ANOVA) via Response Surface Methodology and optimization, more detailed results were obtained regarding the factors affecting the efficiency of metal removal from wastewater.

References

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  • [3] Priyadarshanee M, Das S. Biosorption and removal of toxic heavy metals by metal tolerating bacteria for bioremediation of metal contamination: A comprehensive review. J Environ Chem Eng 2021; 9: 10486.
  • [4] Esmaelli A, Darvish M. Evaluation of the marine alga Sargassum glaucescens for the adsorption of Zn (II) from aqueous solutions. Water Qual Res J 2014; 49: 339–345.
  • [5] Mondal NK, Samanta A, Dutta S, Chattoraj S. Optimization of Cr (VI) biosorption onto Aspergillus niger using 3-level box-behnken design: Equilibrium, kinetic, thermodynamic and regeneration studies. J Genet Eng Biotechnol 2017; 15: 151-160.
  • [6] Li D, Xu X, Yu H, Han X. Characterization of Pb2+ biosorption by psychrotrophic strain Pseudomonas sp. I3 isolated from permafrost soil of Mohe wetland in Northeast China. J Environ Manage 2017: 196, 8-15.
  • [7] Malkoc S, Yazici B, Gürsel C, Dikmen, S. Optimization of the removal of chromium and lead by penicillium chrysogenum using 2k factorial experiments. Environ Qual Manage 2022; 1-14.
  • [8] Majasan JO, Cho JIS, Maier M, Shearing PR, Brett DJL. Optimization of mass transport parameters in a polymer electrolyte membrane electrolyser using factorial design-of-experiment. Front Energy Res 2021; 9.
  • [9] Raj JVA, Kumar RP, Vijayakumar B, Gnansounou, E, Bharathiraja B. Modelling and process optimization for biodiesel production from Nannochloropsis salina using artificial neural network. Bioresour Technol 2021; 329: 124872.
  • [10] Rashad S, EL-Chaghaby G, Lima EC, Simoes Dos Reis G. Optimizing the ultrasonic-assisted extraction of antioxidants from ulva lactuca algal biomass using factorial design. Biomass Conv Bioref 22 April 2021.
  • [11] Jiju A. Design of Experiments for Engineers and Scientists: Second Edition. In Design of Experiments for Engineers and Scientists. 2014; 2nd ed. Amsterdam, Holland: Elsevier.
  • [12] Malkoc S, Anagun AS, Deniz N. A novel sustainable biosorbent (ulocladium consortiale) proposal with central composite design to reduce water pollution. Iran j. Sci Technol Trans Sci 2021; 45:1131-1141.
  • [13] Atalan A, Şahin H. Design of Experiments Optimization Application in Physics: A Case Study of the Damped Driven Pendulum Experiment. Sigma J Eng & Nat Sci 2021; 39(3): 322-330.
Year 2022, Volume: 23 Issue: 4, 276 - 290, 29.12.2022
https://doi.org/10.18038/estubtda.1068351

Abstract

References

  • [1] Elgarahy AM, Elwakeel, KZ, Mohammad SH, Elshoubaky GA. A critical review of biosorption of dyes, heavy metals and metalloids from wastewater as an efficient and green process. Cleaner Eng Technol 2021; 4: 100209.
  • [2] Beni AA, Esmaeili A. Biosorption, an efficient method for removing heavy metals from industrial effluents. A reviev. Environ Technol Innov 2020; 17: 100503.
  • [3] Priyadarshanee M, Das S. Biosorption and removal of toxic heavy metals by metal tolerating bacteria for bioremediation of metal contamination: A comprehensive review. J Environ Chem Eng 2021; 9: 10486.
  • [4] Esmaelli A, Darvish M. Evaluation of the marine alga Sargassum glaucescens for the adsorption of Zn (II) from aqueous solutions. Water Qual Res J 2014; 49: 339–345.
  • [5] Mondal NK, Samanta A, Dutta S, Chattoraj S. Optimization of Cr (VI) biosorption onto Aspergillus niger using 3-level box-behnken design: Equilibrium, kinetic, thermodynamic and regeneration studies. J Genet Eng Biotechnol 2017; 15: 151-160.
  • [6] Li D, Xu X, Yu H, Han X. Characterization of Pb2+ biosorption by psychrotrophic strain Pseudomonas sp. I3 isolated from permafrost soil of Mohe wetland in Northeast China. J Environ Manage 2017: 196, 8-15.
  • [7] Malkoc S, Yazici B, Gürsel C, Dikmen, S. Optimization of the removal of chromium and lead by penicillium chrysogenum using 2k factorial experiments. Environ Qual Manage 2022; 1-14.
  • [8] Majasan JO, Cho JIS, Maier M, Shearing PR, Brett DJL. Optimization of mass transport parameters in a polymer electrolyte membrane electrolyser using factorial design-of-experiment. Front Energy Res 2021; 9.
  • [9] Raj JVA, Kumar RP, Vijayakumar B, Gnansounou, E, Bharathiraja B. Modelling and process optimization for biodiesel production from Nannochloropsis salina using artificial neural network. Bioresour Technol 2021; 329: 124872.
  • [10] Rashad S, EL-Chaghaby G, Lima EC, Simoes Dos Reis G. Optimizing the ultrasonic-assisted extraction of antioxidants from ulva lactuca algal biomass using factorial design. Biomass Conv Bioref 22 April 2021.
  • [11] Jiju A. Design of Experiments for Engineers and Scientists: Second Edition. In Design of Experiments for Engineers and Scientists. 2014; 2nd ed. Amsterdam, Holland: Elsevier.
  • [12] Malkoc S, Anagun AS, Deniz N. A novel sustainable biosorbent (ulocladium consortiale) proposal with central composite design to reduce water pollution. Iran j. Sci Technol Trans Sci 2021; 45:1131-1141.
  • [13] Atalan A, Şahin H. Design of Experiments Optimization Application in Physics: A Case Study of the Damped Driven Pendulum Experiment. Sigma J Eng & Nat Sci 2021; 39(3): 322-330.
There are 13 citations in total.

Details

Primary Language English
Subjects Engineering
Journal Section Articles
Authors

Berna Yazıcı 0000-0001-9843-7355

Semra Malkoç 0000-0002-8092-411X

Ece Özgören 0000-0003-2092-0034

Nur Dursun This is me 0000-0002-8237-596X

Publication Date December 29, 2022
Published in Issue Year 2022 Volume: 23 Issue: 4

Cite

AMA Yazıcı B, Malkoç S, Özgören E, Dursun N. OPTIMIZATION OF CHROMIUM AND LEAD BIOSORPTION IN WASTEWATER USING 33 FACTORIAL DESIGN. Estuscience - Se. December 2022;23(4):276-290. doi:10.18038/estubtda.1068351