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...

Full description

Bibliographic Details
Main Authors: Mohanad J. M-Ridha, Sahar I. Hussein, Ziad T. Alismaeel, Mohammed A. Atiya, Ghazi M. Aziz
Format: Article
Language:English
Published: Elsevier 2020-10-01
Series:Alexandria Engineering Journal
Subjects:
RSM
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016820302532
id doaj-b04f1483919643ad98faa16d8f2c41a0
record_format Article
spelling 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
work_keys_str_mv AT mohanadjmridha biodegradationofreactivedyesbysomebacteriausingresponsesurfacemethodologyasanoptimizationtechnique
AT saharihussein biodegradationofreactivedyesbysomebacteriausingresponsesurfacemethodologyasanoptimizationtechnique
AT ziadtalismaeel biodegradationofreactivedyesbysomebacteriausingresponsesurfacemethodologyasanoptimizationtechnique
AT mohammedaatiya biodegradationofreactivedyesbysomebacteriausingresponsesurfacemethodologyasanoptimizationtechnique
AT ghazimaziz biodegradationofreactivedyesbysomebacteriausingresponsesurfacemethodologyasanoptimizationtechnique
_version_ 1721404762715324416