Research Article

BOX-BEHNKEN DESIGN OPTIMIZATION OF ELECTRO-FENTON/-PERSULFATE PROCESSES FOLLOWING THE ACIDIFICATION FOR TSS REMOVAL FROM BIODIESEL WASTEWATER

Volume: 38 Number: 4 October 5, 2021
  • Senem Yazıcı Guvenc
  • Gamze Varank
EN

BOX-BEHNKEN DESIGN OPTIMIZATION OF ELECTRO-FENTON/-PERSULFATE PROCESSES FOLLOWING THE ACIDIFICATION FOR TSS REMOVAL FROM BIODIESEL WASTEWATER

Abstract

In this study, biodiesel wastewater was first subjected to acidification process, and then in the second step, Electro-Fenton (EF) and Electro-Persulfate (EP) processes were applied as treatment method. Box-Behnken Design (BBD) method was used for the optimization of process parameters in total suspended solids (TSS) removal from biodiesel wastewater, and for formation of mathematical model. Current (1-4 A), H2O2/ Chemical Oxygen Demand (COD) (0.4-2.0) and time (15-45 min) for EF process and current (1-4 A), persulfate/COD (1-5) and time (15-45 min) for EP process were selected as the independent variables whereas TSS removal was selected as response. Optimum conditions were determined by means of variance analysis (ANOVA), and response surface graphics, and second degree regression models were developed by the use of Design Expert 11.0.1.0 software program for the estimation of TSS removal. According to the results obtained by the application of response surface method, correlation coefficients of second degree polynomial equation were determined as very high for the TSS removal of both processes, and the model's compliance was observed. Model’s correlation coefficient (R2) for EF and EP processes were determined as 92.67% and 93.03% respectively. High R2 values indicate that the experimental data are in conformity with the model’s results. As the result of experimental study actualized under optimum conditions determined by the model for obtaining maximum contaminant removal, TSS removal efficiencies were determined as 98.9% and 90.6% respectively for the EF and EP processes. EF and EP processes, following the acidification process, are suitable treatment alternatives for the removal of TSS from biodiesel wastewater, and BBD method is suitable for the optimization of process.

Keywords

References

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Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Authors

Senem Yazıcı Guvenc This is me
0000-0002-2877-0977
Türkiye

Publication Date

October 5, 2021

Submission Date

May 9, 2020

Acceptance Date

September 26, 2020

Published in Issue

Year 2020 Volume: 38 Number: 4

APA
Yazıcı Guvenc, S., & Varank, G. (2021). BOX-BEHNKEN DESIGN OPTIMIZATION OF ELECTRO-FENTON/-PERSULFATE PROCESSES FOLLOWING THE ACIDIFICATION FOR TSS REMOVAL FROM BIODIESEL WASTEWATER. Sigma Journal of Engineering and Natural Sciences, 38(4), 1767-1780. https://izlik.org/JA68WU44EE
AMA
1.Yazıcı Guvenc S, Varank G. BOX-BEHNKEN DESIGN OPTIMIZATION OF ELECTRO-FENTON/-PERSULFATE PROCESSES FOLLOWING THE ACIDIFICATION FOR TSS REMOVAL FROM BIODIESEL WASTEWATER. SIGMA. 2021;38(4):1767-1780. https://izlik.org/JA68WU44EE
Chicago
Yazıcı Guvenc, Senem, and Gamze Varank. 2021. “BOX-BEHNKEN DESIGN OPTIMIZATION OF ELECTRO-FENTON -PERSULFATE PROCESSES FOLLOWING THE ACIDIFICATION FOR TSS REMOVAL FROM BIODIESEL WASTEWATER”. Sigma Journal of Engineering and Natural Sciences 38 (4): 1767-80. https://izlik.org/JA68WU44EE.
EndNote
Yazıcı Guvenc S, Varank G (October 1, 2021) BOX-BEHNKEN DESIGN OPTIMIZATION OF ELECTRO-FENTON/-PERSULFATE PROCESSES FOLLOWING THE ACIDIFICATION FOR TSS REMOVAL FROM BIODIESEL WASTEWATER. Sigma Journal of Engineering and Natural Sciences 38 4 1767–1780.
IEEE
[1]S. Yazıcı Guvenc and G. Varank, “BOX-BEHNKEN DESIGN OPTIMIZATION OF ELECTRO-FENTON/-PERSULFATE PROCESSES FOLLOWING THE ACIDIFICATION FOR TSS REMOVAL FROM BIODIESEL WASTEWATER”, SIGMA, vol. 38, no. 4, pp. 1767–1780, Oct. 2021, [Online]. Available: https://izlik.org/JA68WU44EE
ISNAD
Yazıcı Guvenc, Senem - Varank, Gamze. “BOX-BEHNKEN DESIGN OPTIMIZATION OF ELECTRO-FENTON -PERSULFATE PROCESSES FOLLOWING THE ACIDIFICATION FOR TSS REMOVAL FROM BIODIESEL WASTEWATER”. Sigma Journal of Engineering and Natural Sciences 38/4 (October 1, 2021): 1767-1780. https://izlik.org/JA68WU44EE.
JAMA
1.Yazıcı Guvenc S, Varank G. BOX-BEHNKEN DESIGN OPTIMIZATION OF ELECTRO-FENTON/-PERSULFATE PROCESSES FOLLOWING THE ACIDIFICATION FOR TSS REMOVAL FROM BIODIESEL WASTEWATER. SIGMA. 2021;38:1767–1780.
MLA
Yazıcı Guvenc, Senem, and Gamze Varank. “BOX-BEHNKEN DESIGN OPTIMIZATION OF ELECTRO-FENTON -PERSULFATE PROCESSES FOLLOWING THE ACIDIFICATION FOR TSS REMOVAL FROM BIODIESEL WASTEWATER”. Sigma Journal of Engineering and Natural Sciences, vol. 38, no. 4, Oct. 2021, pp. 1767-80, https://izlik.org/JA68WU44EE.
Vancouver
1.Senem Yazıcı Guvenc, Gamze Varank. BOX-BEHNKEN DESIGN OPTIMIZATION OF ELECTRO-FENTON/-PERSULFATE PROCESSES FOLLOWING THE ACIDIFICATION FOR TSS REMOVAL FROM BIODIESEL WASTEWATER. SIGMA [Internet]. 2021 Oct. 1;38(4):1767-80. Available from: https://izlik.org/JA68WU44EE

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