Biodegradation of reactive dyes by some bacteria using response surface methodology as an optimization technique
Water pollution as a result of contamination with dye-contaminating effluents is a severe issue for water reservoirs, which instigated the study of biodegradation of Reactive Red 195 and Reactive Blue dyes by E. coli and Bacillus sp. The effects of occupation time, solution pH, initial dyes concentr...
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doaj-b04f1483919643ad98faa16d8f2c41a02021-06-02T11:22:42ZengElsevierAlexandria Engineering Journal1110-01682020-10-0159535513563Biodegradation of reactive dyes by some bacteria using response surface methodology as an optimization techniqueMohanad J. M-Ridha0Sahar I. Hussein1Ziad T. Alismaeel2Mohammed A. Atiya3Ghazi M. Aziz4Department of Environmental Engineering, College of Engineering, University of Baghdad, Al-Jadryah, P.O. Box 47012, Baghdad, Iraq; Corresponding author. Tel.: +964 7801347592.Department of Biotechnology Science, College of Science, University of Baghdad, Al-Jadryah, P.O. Box 46215, Baghdad, IraqDepartment of Biochemical Engineering, Al-Khwarizmi College of Engineering, University of Baghdad, Al-Jadryah, P.O. Box 47008, Baghdad, IraqDepartment of Biochemical Engineering, Al-Khwarizmi College of Engineering, University of Baghdad, Al-Jadryah, P.O. Box 47008, Baghdad, IraqDepartment of Biotechnology Science, College of Science, University of Baghdad, Al-Jadryah, P.O. Box 46215, Baghdad, IraqWater pollution as a result of contamination with dye-contaminating effluents is a severe issue for water reservoirs, which instigated the study of biodegradation of Reactive Red 195 and Reactive Blue dyes by E. coli and Bacillus sp. The effects of occupation time, solution pH, initial dyes concentrations, biomass loading, and temperature were investigated via batch-system experiments by using the Design of Experiment (DOE) for 2 levels and 5 factors response surface methodology (RSM). The operational conditions used for these factors were optimized using quadratic techniques by reducing the number of experiments. The results revealed that the two types of bacteria had a powerful effect on biodegradable dyes. The regression analysis revealed a good match of the experimental data to the second-order polynomial with a high coefficient of determination (R2). The optimum conditions achieved by E. coli were temperature (39.9 °C), initial concentration (99.6 mg L−1), biomass loading (14.9 VBiomass/VSolution), incubation time (1 day), pH (7.23), while the optimum conditions achieved by Bacillus sp. were temperature (28.3 °C), initial concentration (98 mg L−1), biomass loading (5.8 VBiomass/VSolution), incubation time (1 day), and pH (7.9) obtained from the desirability function.http://www.sciencedirect.com/science/article/pii/S1110016820302532BiodegradationRSMReactive Red 195Reactive Blue 49Desirability function |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mohanad J. M-Ridha Sahar I. Hussein Ziad T. Alismaeel Mohammed A. Atiya Ghazi M. Aziz |
spellingShingle |
Mohanad J. M-Ridha Sahar I. Hussein Ziad T. Alismaeel Mohammed A. Atiya Ghazi M. Aziz Biodegradation of reactive dyes by some bacteria using response surface methodology as an optimization technique Alexandria Engineering Journal Biodegradation RSM Reactive Red 195 Reactive Blue 49 Desirability function |
author_facet |
Mohanad J. M-Ridha Sahar I. Hussein Ziad T. Alismaeel Mohammed A. Atiya Ghazi M. Aziz |
author_sort |
Mohanad J. M-Ridha |
title |
Biodegradation of reactive dyes by some bacteria using response surface methodology as an optimization technique |
title_short |
Biodegradation of reactive dyes by some bacteria using response surface methodology as an optimization technique |
title_full |
Biodegradation of reactive dyes by some bacteria using response surface methodology as an optimization technique |
title_fullStr |
Biodegradation of reactive dyes by some bacteria using response surface methodology as an optimization technique |
title_full_unstemmed |
Biodegradation of reactive dyes by some bacteria using response surface methodology as an optimization technique |
title_sort |
biodegradation of reactive dyes by some bacteria using response surface methodology as an optimization technique |
publisher |
Elsevier |
series |
Alexandria Engineering Journal |
issn |
1110-0168 |
publishDate |
2020-10-01 |
description |
Water pollution as a result of contamination with dye-contaminating effluents is a severe issue for water reservoirs, which instigated the study of biodegradation of Reactive Red 195 and Reactive Blue dyes by E. coli and Bacillus sp. The effects of occupation time, solution pH, initial dyes concentrations, biomass loading, and temperature were investigated via batch-system experiments by using the Design of Experiment (DOE) for 2 levels and 5 factors response surface methodology (RSM). The operational conditions used for these factors were optimized using quadratic techniques by reducing the number of experiments. The results revealed that the two types of bacteria had a powerful effect on biodegradable dyes. The regression analysis revealed a good match of the experimental data to the second-order polynomial with a high coefficient of determination (R2). The optimum conditions achieved by E. coli were temperature (39.9 °C), initial concentration (99.6 mg L−1), biomass loading (14.9 VBiomass/VSolution), incubation time (1 day), pH (7.23), while the optimum conditions achieved by Bacillus sp. were temperature (28.3 °C), initial concentration (98 mg L−1), biomass loading (5.8 VBiomass/VSolution), incubation time (1 day), and pH (7.9) obtained from the desirability function. |
topic |
Biodegradation RSM Reactive Red 195 Reactive Blue 49 Desirability function |
url |
http://www.sciencedirect.com/science/article/pii/S1110016820302532 |
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