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Mouhtady O, Obeid E, Abu-samha M, Younes K, Murshid N. Evaluation of the Adsorption Efficiency of Graphene Oxide Hydrogels in Wastewater Dye Removal: Application of Principal Component Analysis. Gels 2022; 8:447. [PMID: 35877532 PMCID: PMC9322851 DOI: 10.3390/gels8070447] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 07/07/2022] [Accepted: 07/15/2022] [Indexed: 02/01/2023] Open
Abstract
Industrial dye wastewater is one of the major water pollution problems. Adsorbent materials are promising strategies for the removal of water dye contaminants. Herein, we provide a statistical and artificial intelligence study to evaluate the adsorption efficiency of graphene oxide-based hydrogels in wastewater dye removal by applying Principal Component Analysis (PCA). This study aims to assess the adsorption quality of 35 different hydrogels. We adopted different approaches and showed the pros and cons of each one of them. PCA showed that alginate graphene oxide-based hydrogel (without polyvinyl alcohol) had better tolerance in a basic medium and provided higher adsorption capacity. Polyvinyl alcohol sulfonated graphene oxide-based hydrogels are suitable when higher adsorbent doses are required. In conclusion, PCA represents a robust way to delineate factors affecting hydrogel selection for pollutant removal from aqueous solutions.
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Affiliation(s)
| | | | | | - Khaled Younes
- College of Engineering and Technology, American University of the Middle East, Kuwait; (O.M.); (E.O.); (M.A.-s.)
| | - Nimer Murshid
- College of Engineering and Technology, American University of the Middle East, Kuwait; (O.M.); (E.O.); (M.A.-s.)
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Xiao H, Wang L, Liu Z, Sun B, Chu G, Song Y, Shao L. Study on the Effective Mass Transfer Area and the Local Gas-Side Mass Transfer Coefficient in a Rotor–Stator Reactor. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.1c04239] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Hao Xiao
- College of Chemical Engineering, Beijing University of Chemical Technology, Beijing 100029, China
| | - Lei Wang
- College of Chemical Engineering, Beijing University of Chemical Technology, Beijing 100029, China
| | - Zhibang Liu
- College of Chemical Engineering, Beijing University of Chemical Technology, Beijing 100029, China
| | - Baochang Sun
- College of Chemical Engineering, Beijing University of Chemical Technology, Beijing 100029, China
| | - Guangwen Chu
- College of Chemical Engineering, Beijing University of Chemical Technology, Beijing 100029, China
| | - Yunhua Song
- College of Chemical Engineering, Beijing University of Chemical Technology, Beijing 100029, China
| | - Lei Shao
- College of Chemical Engineering, Beijing University of Chemical Technology, Beijing 100029, China
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Fukasawa T, Nakamura R, Ishigami T, Fukui K. Microwave direct denitration for synthesis of Cu-Ce-Zr-O composite oxide and its characterization. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2019.11.086] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Gan C, Wang Y, Ye C, Guo C. Effect of Aging Methods on CuZnAl Catalysts for Methyl Acetate Hydrogenation. Aust J Chem 2019. [DOI: 10.1071/ch18534] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
A series of CuZnAl catalysts derived from layered double hydroxide precursors with different Cu/Zn molar ratios were synthesised by a co-precipitation method for methyl acetate hydrogenation. The best catalytic performance was obtained when the Cu/Zn molar ratio reached 0.25:1. After fixing the Cu/Zn molar ratio at 0.25:1, the effect of aging methods, including ultrasound, high shear mixer stirring, and magnetic stirring, were investigated, which showed that 0.25CuZnAl-u and 0.25CuZnAl-h exhibited a higher conversion and selectivity than that of 0.25CuZnAl-m, especially under low reaction temperatures. The physicochemical properties of the CuZnAl catalysts were characterised by X-ray diffraction, inductively coupled plasma–atomic emission spectroscopy, N2 physisorption, N2O chemisorption, transmission electron microscopy, H2-temperature-programmed reduction, X-ray photoelectron spectroscopy, and H2-temperature-programmed desorption. It was found that compared with 0.25CuZnAl-m, 0.25CuZnAl-u and 0.25CuZnAl-h possessed a stronger interaction between Cu and the support, smaller copper particle size, and higher copper dispersion, which improved the catalytic performance.
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Li L, Liu Y, Wang Q, Zhou X, Li J, Song S, Zhang H. CeO 2 supported low-loading Au as an enhanced catalyst for low temperature oxidation of carbon monoxide. CrystEngComm 2019. [DOI: 10.1039/c9ce01301f] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
A series of low loading and high activity Au/CeO2 supported catalysts were synthesized using a coprecipitation method. Au/CeO2 catalysts with a low Au content (0.2 wt%) showed extremely high activity for CO oxidation with 100% conversion of CO around 60 °C.
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Affiliation(s)
- Lingling Li
- State Key Laboratory of Rare Earth Resource Utilization
- Changchun Institute of Applied Chemistry, Chinese Academy of Sciences
- Changchun 130022
- P. R. China
- School of Applied Chemistry and Engineering
| | - Yu Liu
- State Key Laboratory of Rare Earth Resource Utilization
- Changchun Institute of Applied Chemistry, Chinese Academy of Sciences
- Changchun 130022
- P. R. China
- School of Applied Chemistry and Engineering
| | - Qishun Wang
- State Key Laboratory of Rare Earth Resource Utilization
- Changchun Institute of Applied Chemistry, Chinese Academy of Sciences
- Changchun 130022
- P. R. China
- School of Applied Chemistry and Engineering
| | - Xuan Zhou
- State Key Laboratory of Rare Earth Resource Utilization
- Changchun Institute of Applied Chemistry, Chinese Academy of Sciences
- Changchun 130022
- P. R. China
- School of Applied Chemistry and Engineering
| | - Jian Li
- State Key Laboratory of Rare Earth Resource Utilization
- Changchun Institute of Applied Chemistry, Chinese Academy of Sciences
- Changchun 130022
- P. R. China
- School of Applied Chemistry and Engineering
| | - Shuyan Song
- State Key Laboratory of Rare Earth Resource Utilization
- Changchun Institute of Applied Chemistry, Chinese Academy of Sciences
- Changchun 130022
- P. R. China
- School of Applied Chemistry and Engineering
| | - Hongjie Zhang
- State Key Laboratory of Rare Earth Resource Utilization
- Changchun Institute of Applied Chemistry, Chinese Academy of Sciences
- Changchun 130022
- P. R. China
- School of Applied Chemistry and Engineering
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Ouyang Y, Wang S, Xiang Y, Zhao Z, Wang J, Shao L. CFD analyses of liquid flow characteristics in a rotor-stator reactor. Chem Eng Res Des 2018. [DOI: 10.1016/j.cherd.2018.04.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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7
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Zhao Z, Wang J, Sun B, Arowo M, Shao L. Mass transfer study of water deoxygenation in a rotor–stator reactor based on principal component regression method. Chem Eng Res Des 2018. [DOI: 10.1016/j.cherd.2018.02.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Arowo M, Zhao Z, Li G, Chu G, Sun B, Shao L. Ozonation of o -phenylenediamine in the presence of hydrogen peroxide by high-gravity technology. Chin J Chem Eng 2018. [DOI: 10.1016/j.cjche.2017.05.021] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Sponza DT, Güney G. Photodegradation of some brominated and phenolic micropollutants in raw hospital wastewater with CeO 2 and TiO 2 nanoparticles. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2017; 76:2603-2622. [PMID: 29168700 DOI: 10.2166/wst.2017.433] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
In this study, the degradations of 2,3,4,5,6-pentabromotoluene (PBT), 2,3,4,5,6-pentabromoethyl benzene (PBEB), triclosan (TCS) and gemfibrozil (GFZ) in raw hospital wastewater were investigated with cerium (IV) oxide and titanium (IV) oxide nanoparticles considering the mechanisms of adsorption, photolysis, and photocatalysis with UV-C lamps. The effects of nano-CeO2 and nano-TiO2 concentrations, irradiation times, UV light powers and hospital wastewater pH on the photodegradation yields of micropollutants namely PBT, PBEB, TCS and GFZ were investigated throughout photocatalysis. The nano-TiO2 produced had an anatase phase with crystalline shape with a surface area of 205 m2 g-1 and an average size of 11.50 nm. The CeO2 nanoparticles had a spherical shape with a higher surface area (302 m2 g-1) than that of TiO2 and a lower average size (8.11 nm). It was found that the removals of PBT, PBEB, TCS and GFZ with adsorption (5.7%-17.1%) and photolysis (9.0%-15.9%) were not significant for both nanoparticles. The photodegradation of PBT (92%), PBEB (90%), TCS (97%) and GFZ (95%) with nano-CeO2 gave better results than nano-TiO2 (90%, 87%, 94% and 93% for PBT, PBEB, TCS and GFZ, respectively) under optimum experimental conditions (0.50 g L-1 nano-CeO2, 45 min irradiation time, 25 °C temperature, pH = 8.50, 210 W UV light power). Both nanoparticles were reused effectively after photo-removals of the micropollutants from the hospital wastewater. The lowest photodegradation yields were 80%, 78%, 75% and 74% for TCS, GFZ, PBT and PBEB, respectively, with nano-TiO2 after six sequential treatments. The lowest photodegradation yields were 86%, 83%, 80% and 79% for the same micropollutants, respectively, with nano-CeO2 after six sequential treatments. The cost to treat 1 m3 raw hospital wastewater were 8.70 € and 2.28 €, for the photocatalytic treatments with nano-TiO2 and nano-CeO2, respectively.
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Affiliation(s)
- Delia Teresa Sponza
- Environmental Engineering Department, Engineering Faculty, Dokuz Eylul University, Tinaztepe Campus, Buca, Izmir 35160, Turkey E-mail:
| | - Gökçe Güney
- Environmental Engineering Department, Engineering Faculty, Dokuz Eylul University, Tinaztepe Campus, Buca, Izmir 35160, Turkey E-mail:
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Investigation of the calcination temperature effect on the interaction between Au nanoparticles and the catalytic support α-Fe 2 O 3 for the low temperature CO oxidation. J Taiwan Inst Chem Eng 2017. [DOI: 10.1016/j.jtice.2017.03.032] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Boutonnet M, Sanchez-Dominguez M. Microemulsion droplets to catalytically active nanoparticles. How the application of colloidal tools in catalysis aims to well designed and efficient catalysts. Catal Today 2017. [DOI: 10.1016/j.cattod.2016.12.047] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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12
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Kumar P, Srivastava VC, Gläser R, With P, Mishra IM. Active ceria-calcium oxide catalysts for dimethyl carbonate synthesis by conversion of CO2. POWDER TECHNOL 2017. [DOI: 10.1016/j.powtec.2016.12.016] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Arowo M, Li Y, Chu G, Sun B, Chen J, Shao L. Treatment of wastewater containing o-phenylenediamine by ozone in a rotor-stator reactor. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2016; 73:1357-1363. [PMID: 27003076 DOI: 10.2166/wst.2015.617] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
This work employed a novel rotor-stator reactor (RSR) to intensify the degradation process of o-phenylenediamine (o-PDA) by ozone. The effects of different operating parameters including initial pH, temperature, rotation speed, liquid volumetric flow rate and inlet ozone concentration on the removal efficiency of o-PDA were investigated in an attempt to establish the optimum conditions. The removal efficiency was evaluated in terms of degradation ratio and chemical oxygen demand (COD) reduction ratio of the o-PDA wastewater. Results indicate that the removal efficiency decreased with increasing liquid volumetric flow rate but increased with an increase in pH and inlet ozone concentration. Also, the removal efficiency increased up to a certain level with an increase in rotation speed and temperature. Additionally, a comparison experiment was carried out in a stirred tank reactor (STR), and the results show that the degradation and COD reduction ratios reached a maximum of 94.6% and 61.2% in the RSR as compared to 45.3% and 28.6% in the STR, respectively. This work demonstrates that ozone oxidation carried out in RSR may be a promising alternative for pre-treatment of o-PDA wastewater.
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Affiliation(s)
- Moses Arowo
- State Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, Beijing 100029, China E-mail: ; Department of Chemical & Process Engineering, Moi University, Eldoret 3900, Kenya
| | - Yingwen Li
- State Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, Beijing 100029, China E-mail: ; Research Center of the Ministry of Education for High Gravity Engineering and Technology, Beijing University of Chemical Technology, Beijing 100029, China
| | - Guangwen Chu
- State Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, Beijing 100029, China E-mail: ; Research Center of the Ministry of Education for High Gravity Engineering and Technology, Beijing University of Chemical Technology, Beijing 100029, China
| | - Baochang Sun
- State Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, Beijing 100029, China E-mail: ; Research Center of the Ministry of Education for High Gravity Engineering and Technology, Beijing University of Chemical Technology, Beijing 100029, China
| | - Jianfeng Chen
- State Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, Beijing 100029, China E-mail: ; Research Center of the Ministry of Education for High Gravity Engineering and Technology, Beijing University of Chemical Technology, Beijing 100029, China
| | - Lei Shao
- State Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, Beijing 100029, China E-mail: ; Research Center of the Ministry of Education for High Gravity Engineering and Technology, Beijing University of Chemical Technology, Beijing 100029, China
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