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Elmansour TE, Mandi L, Hejjaj A, Ouazzani N. Nutrients' behavior and removal in an activated sludge system receiving Olive Mill Wastewater. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2022; 305:114254. [PMID: 34972048 DOI: 10.1016/j.jenvman.2021.114254] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 11/09/2021] [Accepted: 12/05/2021] [Indexed: 06/14/2023]
Abstract
This work aims to monitor inorganic nutrients (phosphorus and ammonium) behavior during the injection of Olive Mill Wastewater (OMWW) in an activated sludge process. The system was fed firstly with urban wastewater (UWW) and was alimented after its stabilization with OMWW (at 0.1% (v/v) and 1%) for 100 days. Total polyphenols, chemical oxygen demand (CODT), nutrients, and biomass behavior against OMWW injection were investigated. The results showed a satisfactory biomass growth of 7.12 gMLVSS.L-1 and a high microbial activity of 21.88 mg O2.gMLVSS-1.h-1. An overall removal reached 90%, 92%, 59% and 93% respectively for, CODT, total polyphenols, PO43- and NH4+. Adding OMWW at 1% seems to improve the nutrients elimination, especially phosphorus by the biological process probably though bringing more biodegradable organics. The chemical processes (precipitation/complexation) could also be involved in phosphorus removal, due to the OMWW wealth on salts elements such as calcium.
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Affiliation(s)
- T E Elmansour
- National Center for Studies and Research on Water and Energy (CNEREE), Cadi Ayyad University, P. O. Box 511, 40000, Marrakech, Morocco; Laboratory of Water, Biodiversity and Climate Change, Faculty of Sciences Semlalia, Cadi Ayyad University, P. O. Box 2390, 40000, Marrakech, Morocco
| | - L Mandi
- National Center for Studies and Research on Water and Energy (CNEREE), Cadi Ayyad University, P. O. Box 511, 40000, Marrakech, Morocco; Laboratory of Water, Biodiversity and Climate Change, Faculty of Sciences Semlalia, Cadi Ayyad University, P. O. Box 2390, 40000, Marrakech, Morocco
| | - A Hejjaj
- National Center for Studies and Research on Water and Energy (CNEREE), Cadi Ayyad University, P. O. Box 511, 40000, Marrakech, Morocco; Laboratory of Water, Biodiversity and Climate Change, Faculty of Sciences Semlalia, Cadi Ayyad University, P. O. Box 2390, 40000, Marrakech, Morocco
| | - N Ouazzani
- National Center for Studies and Research on Water and Energy (CNEREE), Cadi Ayyad University, P. O. Box 511, 40000, Marrakech, Morocco; Laboratory of Water, Biodiversity and Climate Change, Faculty of Sciences Semlalia, Cadi Ayyad University, P. O. Box 2390, 40000, Marrakech, Morocco.
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2
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Elmansour TE, Mandi L, Ahmali A, Elghadraoui A, Aziz F, Hejjaj A, Del Bubba M, Ouazzani N. Effect of polyphenols on activated sludge biomass during the treatment of highly diluted olive mill wastewaters: biomass dynamics and purifying performances. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2020; 82:1416-1429. [PMID: 33079720 DOI: 10.2166/wst.2020.423] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
This study aims to investigate the feasibility of treating olive mill waste water (OMWW) by activated sludge pilot (AS) after its high dilution (1%) by urban waste water (UWW) and to study the effect of polyphenol compounds on the biomass during the treatment. Specific oxygen uptake rate (SOUR), mixed liquor volatile suspended solids (MLVSS), chemical oxygen demand (COD) and total polyphenols, were followed up over 100 days. In spite of the polyphenols' high concentration (up to 128 mg·L-1), successful biomass growth of 7.12 g MLVSS.L -1 and activity were achieved. Most of the bacteria (Pseudomonas sp., Klebsiella oxytoca, Citrobacter fereundii, Escherichia coli and Staphylococcus sp.) and fungi (Trichoderma sp., Rhizopus sp., Aspergillus niger, Penicillium sp., Fusarium sp., Alternaria) identified in the aerobic basin during the stabilization stage were known to be resistant to OMWW and showed effective adaptation of the biomass to polyphenols in high concentration. COD and polyphenols were highly eliminated (90%, 92% respectively). The sludge volume index in the pilot settling tank was almost constant at around 120 mL.g -1. This suggests the possibility of managing OMWW by simple injection at a given percentage in already functioning conventional AS treating UWW.
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Affiliation(s)
- T E Elmansour
- National Center for Studies and Research on Water and Energy (CNEREE), Cadi Ayyad University, Marrakech, Morocco E-mail: ; Laboratory of Water, biodiversity and Climate change, Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakech, Morocco
| | - L Mandi
- National Center for Studies and Research on Water and Energy (CNEREE), Cadi Ayyad University, Marrakech, Morocco E-mail: ; Laboratory of Water, biodiversity and Climate change, Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakech, Morocco
| | - A Ahmali
- National Center for Studies and Research on Water and Energy (CNEREE), Cadi Ayyad University, Marrakech, Morocco E-mail: ; Laboratory of Water, biodiversity and Climate change, Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakech, Morocco
| | - A Elghadraoui
- National Center for Studies and Research on Water and Energy (CNEREE), Cadi Ayyad University, Marrakech, Morocco E-mail: ; Laboratory of Water, biodiversity and Climate change, Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakech, Morocco
| | - F Aziz
- National Center for Studies and Research on Water and Energy (CNEREE), Cadi Ayyad University, Marrakech, Morocco E-mail: ; Laboratory of Water, biodiversity and Climate change, Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakech, Morocco; Faculty Polydisciplinary of Safi, University Cadi Ayyad, Marrakech, Morocco
| | - A Hejjaj
- National Center for Studies and Research on Water and Energy (CNEREE), Cadi Ayyad University, Marrakech, Morocco E-mail:
| | - M Del Bubba
- Department of Chemistry, University of Florence, Via U. Schiff 6, 50019 Sesto Fiorentino, Florence, Italy
| | - N Ouazzani
- National Center for Studies and Research on Water and Energy (CNEREE), Cadi Ayyad University, Marrakech, Morocco E-mail: ; Laboratory of Water, biodiversity and Climate change, Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakech, Morocco
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Sun G, Wan J, Sun Y, Li H, Chang C, Wang Y. Enhanced removal of nitrate and refractory organic pollutants from bio-treated coking wastewater using corncobs as carbon sources and biofilm carriers. CHEMOSPHERE 2019; 237:124520. [PMID: 31404739 DOI: 10.1016/j.chemosphere.2019.124520] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 07/31/2019] [Accepted: 08/04/2019] [Indexed: 06/10/2023]
Abstract
The quality of the bio-treated coking wastewater (BTCW) is difficult to meet increasingly stringent coking wastewater discharge standards and future wastewater recycling needs. In this study, the pre-treatment process of BTCW was installed including the two up-flow fixed-bed bioreactors (UFBRs) which were separately filled with alkali-pretreated or no alkali-pretreated corncobs used as solid carbon sources as well as biofilm carriers. Results showed that this pre-treatment process could significantly improve the biodegradability of BTCW and increase the C/N ratio. Thus, over 90% of residual nitrate in BTCW were removed stably. Furthermore, GC-MS analysis confirmed that the typical refractory organic matters decreased significantly after UFBRs pre-treatment. High-throughput sequencing analysis using 16S rRNA demonstrated that dominant denitrifiers, fermentative bacteria and refractory-organic-pollutants-degrading bacteria co-existed inside the UFBRs system. Compared with no alkali-pretreated corncobs, alkali-pretreated corncobs provided more porous structure and much stable release of carbon to guarantee the growth and the quantity of the functional bacteria such as denitrifiers. This study indicated that the UFBRs filled with alkali-pretreated corncobs could be utilized as an effective alternative for the enhanced treatment of the BTCW.
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Affiliation(s)
- Guoping Sun
- School of Chemical Engineering and Energy, Zhengzhou University, Zhengzhou, China; School of Materials and Chemical Engineering, Zhongyuan University of Technology, Zhengzhou, China
| | - Junfeng Wan
- School of Chemical Engineering and Energy, Zhengzhou University, Zhengzhou, China; Henan Center for Outstanding Overseas Scientists, Zhengzhou, China.
| | - Yichen Sun
- School of Chemical Engineering and Energy, Zhengzhou University, Zhengzhou, China
| | - Haisong Li
- School of Chemical Engineering and Energy, Zhengzhou University, Zhengzhou, China
| | - Chun Chang
- School of Chemical Engineering and Energy, Zhengzhou University, Zhengzhou, China; Henan Center for Outstanding Overseas Scientists, Zhengzhou, China
| | - Yan Wang
- School of Chemical Engineering and Energy, Zhengzhou University, Zhengzhou, China
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4
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Bayat M, Mehrnia MR, Hosseinzadeh M, Sheikh-Sofla R. Petrochemical wastewater treatment and reuse by MBR: A pilot study for ethylene oxide/ethylene glycol and olefin units. J IND ENG CHEM 2015. [DOI: 10.1016/j.jiec.2014.11.003] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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5
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Praveen P, Loh KC. Kinetics modeling of two phase biodegradation in a hollow fiber membrane bioreactor. Sep Purif Technol 2014. [DOI: 10.1016/j.seppur.2013.11.033] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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6
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Fang F, Han H, Zhao Q, Xu C, Zhang L. Bioaugmentation of biological contact oxidation reactor (BCOR) with phenol-degrading bacteria for coal gasification wastewater (CGW) treatment. BIORESOURCE TECHNOLOGY 2013; 150:314-320. [PMID: 24177165 DOI: 10.1016/j.biortech.2013.09.119] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2013] [Revised: 09/06/2013] [Accepted: 09/08/2013] [Indexed: 06/02/2023]
Abstract
This study was conducted to evaluate the performance of the biological contact oxidation reactor (BCOR) treating coal gasification wastewater (CGW) after augmented with phenol degrading bacteria (PDB). The PDB were isolated with phenol, 4-methyl phenol, 3,5-dimethyl phenol and resorcinol as carbon resources. Much of the refractory phenolic compounds were converted into easily-biodegradable compounds in spite of low TOC removal. The bioaugmentation with PDB significantly enhanced the removal of COD, total phenols (TP) and NH3-N, with efficiencies from 58% to 78%, 66% to 80%, and 5% to 25%, respectively. In addition, the augmented BCOR exhibited strong recovery capability in TP and COD removal while recovery of NH3-N removal needed longer time. Microbial community analysis revealed that the PDB presented as dominant populations in the bacteria consortia, which in turn determined the overall performance of the system.
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Affiliation(s)
- Fang Fang
- State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin 150090, China
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7
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Wasi S, Tabrez S, Ahmad M. Use of Pseudomonas spp. for the bioremediation of environmental pollutants: a review. ENVIRONMENTAL MONITORING AND ASSESSMENT 2013; 185:8147-55. [PMID: 23519843 DOI: 10.1007/s10661-013-3163-x] [Citation(s) in RCA: 88] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2012] [Accepted: 03/04/2013] [Indexed: 05/27/2023]
Abstract
Environmental pollution implies any alteration in the surroundings but it is restricted in use especially to mean any deterioration in the physical, chemical, and biological quality of the environment. All types of pollution, directly or indirectly, affect human health. Present scenario of pollution calls for immediate attention towards the remediation and detoxification of these hazardous agents in order to have a healthy living environment. The present communication will deal with the use of naturally occurring microbes capable of bioremediating the major environmental pollutants.
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Affiliation(s)
- Samina Wasi
- College of Medicine, University of Dammam, P.O. Box 2114, Dammam, 31451, Saudi Arabia.
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8
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Simultaneous extraction and biodegradation of phenol in a hollow fiber supported liquid membrane bioreactor. J Memb Sci 2013. [DOI: 10.1016/j.memsci.2012.12.021] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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9
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Gross R, Buehler K, Schmid A. Engineered catalytic biofilms for continuous large scale production of n-octanol and (S)-styrene oxide. Biotechnol Bioeng 2012; 110:424-36. [PMID: 22886684 DOI: 10.1002/bit.24629] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2012] [Revised: 07/11/2012] [Accepted: 07/26/2012] [Indexed: 11/08/2022]
Abstract
This study evaluates the technical feasibility of biofilm-based biotransformations at an industrial scale by theoretically designing a process employing membrane fiber modules as being used in the chemical industry and compares the respective process parameters to classical stirred-tank studies. To our knowledge, catalytic biofilm processes for fine chemicals production have so far not been reported on a technical scale. As model reactions, we applied the previously studied asymmetric styrene epoxidation employing Pseudomonas sp. strain VLB120ΔC biofilms and the here-described selective alkane hydroxylation. Using the non-heme iron containing alkane hydroxylase system (AlkBGT) from P. putida Gpo1 in the recombinant P. putida PpS81 pBT10 biofilm, we were able to continuously produce 1-octanol from octane with a maximal productivity of 1.3 g L ⁻¹(aq) day⁻¹ in a single tube micro reactor. For a possible industrial application, a cylindrical membrane fiber module packed with 84,000 polypropylene fibers is proposed. Based on the here presented calculations, 59 membrane fiber modules (of 0.9 m diameter and 2 m length) would be feasible to realize a production process of 1,000 tons/year for styrene oxide. Moreover, the product yield on carbon can at least be doubled and over 400-fold less biomass waste would be generated compared to classical stirred-tank reactor processes. For the octanol process, instead, further intensification in biological activity and/or surface membrane enlargement is required to reach production scale. By taking into consideration challenges such as biomass growth control and maintaining a constant biological activity, this study shows that a biofilm process at an industrial scale for the production of fine chemicals is a sustainable alternative in terms of product yield and biomass waste production.
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Affiliation(s)
- Rainer Gross
- Laboratory of Chemical Biotechnology, Department of Biochemical and Chemical Engineering, Technische Universität Dortmund, Emil-Figge-Str. 66, Dortmund 44221, Germany
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Juang RS, Huang WC, Hsu YH. Treatment of phenol in synthetic saline wastewater by solvent extraction and two-phase membrane biodegradation. JOURNAL OF HAZARDOUS MATERIALS 2009; 164:46-52. [PMID: 18774222 DOI: 10.1016/j.jhazmat.2008.07.116] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2008] [Revised: 07/14/2008] [Accepted: 07/25/2008] [Indexed: 05/26/2023]
Abstract
Phenol in synthetic saline (100gL(-1) NaCl) and acidic (pH 3) wastewater was treated by a hybrid solvent extraction and two-phase membrane biodegradation process at 30 degrees C. Kerosene was adopted to be the organic solvent because it was biocompatible and had a suitable partition coefficient for phenol. Phenol in water was first extracted by kerosene in a batch stirred vessel and the loaded solvent was passed through the lumen of a polyvinylidene fluoride (PVDF) hollow-fiber membrane contactor; in the meantime, Pseudomonas putida BCRC 14365 in mineral salt medium was flowed across the shell, to which tetrasodium phyophosphate (1gL(-1)) was added as a dispersing agent. The effect of the initial phenol level in wastewater (110-2400mgL(-1)) on phenol removal and cell growth was experimentally studied. At a cell concentration of 0.023gL(-1), it was shown that the removal of phenol from saline wastewater was more efficient at a level of 2000mgL(-1) when 0.02-m(2) membrane module was used. The effects of bigger membrane module size (0.19m(2) area) and higher initial cell concentration (0.092-0.23gL(-1)) on the performance of such a hybrid process for the treatment of higher-level phenol in saline wastewater was also evaluated and discussed.
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Affiliation(s)
- Ruey-Shin Juang
- Department of Chemical Engineering and Materials Science, Yuan Ze University, 135 Yuan-Tung Road, Chung-Li 32003, Taiwan.
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11
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Cordova-Rosa SM, Dams RI, Cordova-Rosa EV, Radetski MR, Corrêa AXR, Radetski CM. Remediation of phenol-contaminated soil by a bacterial consortium and Acinetobacter calcoaceticus isolated from an industrial wastewater treatment plant. JOURNAL OF HAZARDOUS MATERIALS 2009; 164:61-66. [PMID: 18774223 DOI: 10.1016/j.jhazmat.2008.07.120] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2007] [Revised: 04/12/2008] [Accepted: 07/27/2008] [Indexed: 05/26/2023]
Abstract
Time-course performance of a phenol-degrading indigenous bacterial consortium, and of Acinetobacter calcoaceticus var. anitratus, isolated from an industrial coal wastewater treatment plant was evaluated. This bacterial consortium was able to survive in the presence of phenol concentrations as high as 1200mgL(-1) and the consortium was more fast in degrading phenol than a pure culture of the A. calcoaceticus strain. In a batch system, 86% of phenol biodegradation occurred in around 30h at pH 6.0, while at pH 3.0, 95.2% of phenol biodegradation occurred in 8h. A high phenol biodegradation (above 95%) by the mixed culture in a bioreactor was obtained in both continuous and batch systems, but when test was carried out in coke gasification wastewater, no biodegradation was observed after 10 days at pH 9-11 for both pure strain or the isolated consortium. An activated sludge with the same bacterial consortium characterized above was mixed with a textile sludge-contaminated soil with a phenol concentration of 19.48mgkg(-1). After 20 days of bioaugmentation, the remanescent phenol concentration of the sludge-soil matrix was 1.13mgkg(-1).
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Affiliation(s)
- S M Cordova-Rosa
- Universidade do Vale do Itajaí, Centro de Ciências Tecnológicas da Terra e do Mar, 88302-202, Itajaí, SC, Brazil
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12
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Juang RS, Kao HC. Estimation of the contribution of immobilized biofilm and suspended biomass to the biodegradation of phenol in membrane contactors. Biochem Eng J 2009. [DOI: 10.1016/j.bej.2008.09.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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13
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Phenol biodegradation by membrane-attached biofilm in hollow fiber modules. J Biotechnol 2008. [DOI: 10.1016/j.jbiotec.2008.07.1562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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14
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Use of membrane contactors as two-phase bioreactors for the removal of phenol in saline and acidic solutions. J Memb Sci 2008. [DOI: 10.1016/j.memsci.2008.01.017] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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15
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Juang RS, Chung TP, Wang ML, Lee DJ. Experimental observations on the effect of added dispersing agent on phenol biodegradation in a microporous membrane bioreactor. JOURNAL OF HAZARDOUS MATERIALS 2008; 151:746-52. [PMID: 17658217 DOI: 10.1016/j.jhazmat.2007.06.046] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2007] [Revised: 05/21/2007] [Accepted: 06/13/2007] [Indexed: 05/16/2023]
Abstract
The effect of added dispersing agent tetrasodium pyrophosphate (TSP) on the degradation of phenol by Pseudomonas putida BCRC 14365 in a microporous membrane bioreactor was experimentally studied at 30 degrees C and pH 7. The hollow fibers were pre-wetted with ethanol to make them more hydrophilic. Phenol solution was passed through the lumen of the module and the cell medium was flowed across the shell. All Experiments were carried out at a fixed initial cell density of 0.023 g/L (0.06 optical density). Phenol could be completely degraded with the help of the biofilm formed on the outer surfaces of the fibers even though its level was high up to 3 g/L. It was also shown that the presence of TSP in cell medium could improve biodegradation. The amount of added TSP was optimized to be 1 g/L under the conditions studied. In this situation, 3 g/L of phenol could be completely removed within 76 h, much shorter than the absence of TSP (within 92 h).
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Affiliation(s)
- Ruey-Shin Juang
- Department of Chemical Engineering and Materials Science, Yuan Ze University, Chung-Li 32003, Taiwan.
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16
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Li Y, Wang C. Phenol biodegradation in hybrid hollow-fiber membrane bioreactors. World J Microbiol Biotechnol 2008. [DOI: 10.1007/s11274-008-9699-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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17
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Wang C, Li Y. Incorporation of granular activated carbon in an immobilized membrane bioreactor for the biodegradation of phenol by Pseudomonas putida. Biotechnol Lett 2007; 29:1353-6. [PMID: 17646924 DOI: 10.1007/s10529-007-9405-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2007] [Revised: 04/16/2007] [Accepted: 04/17/2007] [Indexed: 11/24/2022]
Abstract
Granular activated carbon (GAC) was incorporated into hollow fiber membrane bioreactors for the biodegradation of 1,000 mg phenol l(-1) through immobilization of Pseudomonas putida. The phenol was removed within 25 h in the hybrid bioreactor, comparing with 31 h for a GAC-free bioreactor. Sorption, biodegradation, desorption, and bioregeneration were four steps for the phenol removal during batch operation.
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Affiliation(s)
- Chao Wang
- College of Environmental Science and Engineering, Key Laboratory of Integrated Regulation and Resource Development on Shallow Lakes, Ministry of Education, Hohai University, Xikang Road No. 1, Nanjing, 210098, P.R. China.
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18
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Annadurai G, Lee JF. Application of artificial neural network model for the development of optimized complex medium for phenol degradation using Pseudomonas pictorum (NICM 2074). Biodegradation 2007; 18:383-92. [PMID: 17334817 DOI: 10.1007/s10532-006-9072-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2006] [Accepted: 07/10/2006] [Indexed: 10/23/2022]
Abstract
Biodegradation of phenol using Pseudomonas pictorum (NICM 2074) a potential biodegradant of phenol was investigated for its degrading potential under different operating conditions. The neural network input parameter set consisted of the same set of four levels of maltose (0.025, 0.05, 0.075 g/l), phosphate (3, 12.5, 22 g/l), pH (7, 8, 9) and temperature (30 degrees C, 32 degrees C, 34 degrees C) on phenol degradation was investigated and a Artificial Neural Network (ANN) model was developed to predict the extent of degradation. The learning, recall and generalization characteristic of neural networks was studied using phenol degradation system data. The efficiency of the model generated by the ANN, was tested and compared with the results obtained from an established second order polynomial multiple regression analysis (MRA). Further, the two models (ANN and MRA) were used to predict the percentage of degradation of phenol for blind test data. Performance of both the models were validated in the cases of training and test data, ANN was recommended based on the following higher coefficient of determination R (2); lower standard error of residuals and lower mean absolute percentage deviation.
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Affiliation(s)
- Gurusamy Annadurai
- Graduate Institute of Environmental Engineering, National Central University, Chung-Li 320, Taiwan, ROC.
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Juang RS, Wu CY. Microbial degradation of phenol in high-salinity solutions in suspensions and hollow fiber membrane contactors. CHEMOSPHERE 2007; 66:191-8. [PMID: 16765415 DOI: 10.1016/j.chemosphere.2006.04.070] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2005] [Revised: 04/27/2006] [Accepted: 04/27/2006] [Indexed: 05/10/2023]
Abstract
A microporous polypropylene (PP) hollow fiber membrane contactor was used as a bioreactor to degrade phenol in aqueous solutions by Pseudomonas putida BCRC 14365 at 30 degrees C. The fibers were pre-wetted by ethanol to make them more hydrophilic. The initial cell density was fixed at 0.025 gl(-1). The effects of added NaCl concentration (0-1.78 M) and pH (3-8) in substrate solution on the biodegradation were studied. The experimental results by suspended cells were discussed. It was shown that the cells in microporous hollow fibers were unable to tolerate substrate solution pH to a larger range than those in suspensions. The suspended cells grew well on 100 mg l(-1) of phenol only at NaCl concentrations below 0.44 M. However, the cells in microporous hollow fibers could completely degrade 500 mg l(-1) of phenol in solutions containing NaCl concentration up to 1.52 M, which was due to the enhanced tolerance limit to salinity effect by the membrane-attached biofilms and the sufficiently slow mass transfer of NaCl through the membrane pores.
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Affiliation(s)
- Ruey-Shin Juang
- Department of Chemical Engineering and Materials Science, Yuan Ze University, Chung-Li 320, Taiwan.
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20
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Li Y, Loh KC. Continuous phenol biodegradation at high concentrations in an immobilized-cell hollow fiber membrane bioreactor. J Appl Polym Sci 2007. [DOI: 10.1002/app.26416] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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21
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Juang RS, Tsai SY. Enhanced biodegradation of mixed phenol and sodium salicylate by Pseudomonas putida in membrane contactors. WATER RESEARCH 2006; 40:3517-26. [PMID: 17011016 DOI: 10.1016/j.watres.2006.08.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2005] [Revised: 06/03/2006] [Accepted: 08/14/2006] [Indexed: 05/12/2023]
Abstract
A polypropylene (PP) hollow fiber membrane contactor was used as a reactor to enhance the biodegradation of equimolar phenol and sodium salicylate (SA) by Pseudomonas putida CCRC 14365 at 30 degrees C and pH 7. Experiments were performed at a fixed initial cell density of 0.025 g/L and in the total substrate level range 5.32-63.8 mM. The degradation experiments by free cells were also studied for comparison. With pristine hydrophobic fibers, the degradation of SA was started only after phenol was completely consumed. Substrate inhibitory effect was avoided due to sufficiently low substrate levels in the cell medium; however, the biodegradation was time consuming. With ethanol-wetted fibers, both substrates were completely degraded much faster than the use of pristine fibers. Although the wetted fibers were unable to prevent movement of substrates through the pores, biofilm formed on the outer surfaces of the fibers could enhance the tolerance limit of substrate toxicity. This greatly extended the treatment range to high-level substrate mixtures, as long as the water was nearly neutral and free of concentrated inorganic salts.
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Affiliation(s)
- Ruey-Shin Juang
- Department of Chemical Engineering and Materials Science, Yuan Ze University, Chung-Li 320, Taiwan.
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