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de Azevedo JCV, de Urzedo APFM, da Luz Mesquita P, da Cunha Filho RG, Baston EP, Samanamud GL, Naves LLR, Naves FL. Recent advances in boron removal in aqueous media. An approach to the adsorption process and process optimization. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:12207-12228. [PMID: 38225497 DOI: 10.1007/s11356-024-31882-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 01/02/2024] [Indexed: 01/17/2024]
Abstract
The numerous oxidation states of the element boron bring great challenges in containing its contamination in receptor bodies. This scenario increases significantly due to the widespread use of boron compounds in various industries in recent years. For this reason, the removal of this contaminant is receiving worldwide attention. Although adsorption is a promising method in boron removal, finding suitable adsorbents, that is, those with high efficiency, and feasible remains a constant challenge. Hence, this review presents the boron removal methods in comparison to costs of adsorbents, reaction mechanisms, economic viability, continuous bed application, and regeneration capacity. In addition, the approach of multivariate algorithms in the solution of multiobjective problems can enable the optimized conditions of dosage of adsorbents and coagulants, pH, and initial concentration of boron. Therefore, this review sought to comprehensively and critically demonstrate strategic issues that may guide the choice of method and adsorbent or coagulant material in future research for bench and industrial scale boron removal.
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Affiliation(s)
- Jéssica Carolaine Vieira de Azevedo
- Chemical Engineering Department, Research Group On Waste Treatment and Management Processes, Federal University of Sao João Del Rei, São João Del Rei, MG, Brazil
| | - Ana Paula Fonseca Maia de Urzedo
- Chemical Engineering Department, Research Group On Waste Treatment and Management Processes, Federal University of Sao João Del Rei, São João Del Rei, MG, Brazil
| | - Patrícia da Luz Mesquita
- Chemical Engineering Department, Research Group On Waste Treatment and Management Processes, Federal University of Sao João Del Rei, São João Del Rei, MG, Brazil
| | - Roberto Guimarães da Cunha Filho
- Chemical Engineering Department, Research Group On Waste Treatment and Management Processes, Federal University of Sao João Del Rei, São João Del Rei, MG, Brazil
| | - Eduardo Prado Baston
- Chemical Engineering Department, Research Group On Waste Treatment and Management Processes, Federal University of Sao João Del Rei, São João Del Rei, MG, Brazil
| | - Gisella Lamas Samanamud
- Department of Chemical and Materials Engineering, University of Kentucky - Paducah extended campus, Paducah, KY, 42001, USA
| | - Luzia Lima Rezende Naves
- Chemical Engineering Department, Research Group On Waste Treatment and Management Processes, Federal University of Sao João Del Rei, São João Del Rei, MG, Brazil
| | - Fabiano Luiz Naves
- Chemical Engineering Department, Research Group On Waste Treatment and Management Processes, Federal University of Sao João Del Rei, São João Del Rei, MG, Brazil.
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Ghumman ASM, Shamsuddin R, Abbasi A, Ahmad M, Yoshida Y, Sami A, Almohamadi H. The predictive machine learning model of a hydrated inverse vulcanized copolymer for effective mercury sequestration from wastewater. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 908:168034. [PMID: 37924888 DOI: 10.1016/j.scitotenv.2023.168034] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 10/08/2023] [Accepted: 10/20/2023] [Indexed: 11/06/2023]
Abstract
Inverse vulcanized polysulfides (IVP) are promising sulfur-enriched copolymers with unconventional properties irresistible for diverse applications like Hg2+ remediation. Nevertheless, due to their inherent hydrophobic nature, these copolymers still offer low Hg2+ uptake capacity. Herein, we reported the synthesis of IVP by reacting molten sulfur with 4-vinyl benzyl chloride, followed by their functionalization using N-methyl D-glucamine (NMDG) to increase the hydration of the developed IVP. The chemical composition and structure of the functionalized IVP were proposed based on FTIR and XPS analysis. The functionalized IVP demonstrated a high mercury adsorption capacity of 608 mg/g (compared to <26 mg/g for common IVP) because of rich sulfur and hydrophilic regions. NMDG functionalized IVP removed 100 % Hg2+ from a low feed concentration (10-50 mg/l). A predictive machine learning model was also developed to predict the amount of mercury removed (%) using GPR, ANN, Decision Tree, and SVM algorithms. Hyperparameter and loss function optimization was also carried out to reduce the prediction error. The optimized GPR algorithm demonstrated high R2 (0.99 (training) and 0.98 (unseen)) and low RMSE (2.74 (training) and 2.53 (unseen)) values indicating its goodness in predicting the amount of mercury removed. The produced functionalized IVP can be regenerated and reused with constant Hg2+ uptake capacity. Sulfur is the waste of the petrochemical industry and is abundantly available, making the functionalized IVP a sustainable and cheap adsorbent that can be produced for high-volume Hg2+ remediation. ENVIRONMENTAL IMPLICATION: This research effectively addresses the removal of the global top-priority neurotoxic pollutant mercury, which is toxic even at low concentrations. We attempted to remove the Hg2+ utilizing an inexpensive adsorbent developed by NMDG functionalized copolymer of molten sulfur and VBC. A predictive machine learning model was also formulated to predict the amount of mercury removal from wastewater with only a 0.05 % error which shows the goodness of the developed model. This work is critical in utilizing this low-cost adsorbent and demonstrates its potential for large-scale industrial application.
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Affiliation(s)
- Ali Shaan Manzoor Ghumman
- Chemical Engineering Department, Universiti Teknologi PETRONAS, 32610 Bandar Seri Iskandar, Perak Darul Ridzuan, Malaysia; HICoE, Centre for Biofuel and Biochemical Research (CBBR), Institute of Self-Sustainable Building, Universiti Teknologi PETRONAS, 32610 Seri Iskandar, Perak, Malaysia
| | - Rashid Shamsuddin
- Chemical Engineering Department, Universiti Teknologi PETRONAS, 32610 Bandar Seri Iskandar, Perak Darul Ridzuan, Malaysia; HICoE, Centre for Biofuel and Biochemical Research (CBBR), Institute of Self-Sustainable Building, Universiti Teknologi PETRONAS, 32610 Seri Iskandar, Perak, Malaysia.
| | - Amin Abbasi
- Technology University of the Shannon (TUS), Athlone, County Westmeath, Ireland
| | - Mohaira Ahmad
- School of Electrical Engineering and Computer Science, National University of Sciences and Technology (NUST), Islamabad 44000, Pakistan
| | - Yoshiaki Yoshida
- Faculty of Engineering, Department of Material Science, Kyushu Institute of Technology, 1-1, Sensui-Cho, Tobata-ku, Kitakyushu-shi 804-8550, Japan
| | - Abdul Sami
- Chemical Engineering Department, Universiti Teknologi PETRONAS, 32610 Bandar Seri Iskandar, Perak Darul Ridzuan, Malaysia
| | - Hamad Almohamadi
- Department of Chemical Engineering, Faculty of Engineering, Islamic University of Madinah, Madinah, Saudi Arabia
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Pan T, Cui X. Gelatin aerogel with good mechanical properties and adjustable physical properties for boron adsorption from salt lake brines: An optimized process. Int J Biol Macromol 2023; 251:126403. [PMID: 37597634 DOI: 10.1016/j.ijbiomac.2023.126403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Revised: 08/14/2023] [Accepted: 08/16/2023] [Indexed: 08/21/2023]
Abstract
A composite aerogel with good mechanical properties and adjustable physical properties was synthesized by a sol-gel technique on the base of gelatin for the boron adsorption from water solution. The adsorption key variables, for instance, initial boron concentration (C0) (900-1100 mg/L), the contact time (t) (8-9 h), and pH (9-11), were optimized using central composite design to obtain improved boron adsorption performance of epichlorohydrin-modified gelatin (EMG)/N-methyl-d-glutamine (NMDG) aerogel loaded with hydroxylated carbon nanotubes (EMG@NMDG). The adsorption followed the pseudo-second-order and Freundlich model. At pH of 10, C0 of 1000 mg/L and t of 10 h, the largest adsorbed amount of EMG@NMDG was 85.79 mg/g. Regeneration experiments were carried out by eluting the adsorbent using HCl. The analysis showed that the adsorption in actual brine was 62.65 mg/g. Therefore, the developed EMG@NMDG aerogel has potential value for the boron extraction from brine and wastewater.
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Affiliation(s)
- Tongtong Pan
- College of Chemical Engineering, Qinghai University, Xining 810016, China
| | - Xiangmei Cui
- College of Chemical Engineering, Qinghai University, Xining 810016, China.
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Abbasi A, Yahya WZN, Nasef MM, Moniruzzaman M, Ghumman ASM, Afolabi HK. Boron removal by glucamine-functionalized inverse vulcanized sulfur polymer. REACT FUNCT POLYM 2022. [DOI: 10.1016/j.reactfunctpolym.2022.105311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Sheng R, Zhang Y, Kang J, Tang Y, Zhu C, Liu L. Nanorod‐Like Polymer Adsorbents with Intermediate Dihydroxy Functional Groups for Efficient Boron Removal. ChemistrySelect 2021. [DOI: 10.1002/slct.202100341] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Rui Sheng
- State Key Laboratory of Chemistry and Utilization of Carbon Based Energy Resources; Key Laboratory of Advanced Functional Materials, Autonomous Region; Institute of Applied Chemistry, College of Chemistry Xinjiang University, Urumqi 830046 Xinjiang P. R. China
| | - Yang Zhang
- State Key Laboratory of Chemistry and Utilization of Carbon Based Energy Resources; Key Laboratory of Advanced Functional Materials, Autonomous Region; Institute of Applied Chemistry, College of Chemistry Xinjiang University, Urumqi 830046 Xinjiang P. R. China
| | - Jingjing Kang
- State Key Laboratory of Chemistry and Utilization of Carbon Based Energy Resources; Key Laboratory of Advanced Functional Materials, Autonomous Region; Institute of Applied Chemistry, College of Chemistry Xinjiang University, Urumqi 830046 Xinjiang P. R. China
| | - Yakun Tang
- State Key Laboratory of Chemistry and Utilization of Carbon Based Energy Resources; Key Laboratory of Advanced Functional Materials, Autonomous Region; Institute of Applied Chemistry, College of Chemistry Xinjiang University, Urumqi 830046 Xinjiang P. R. China
| | - Caixia Zhu
- State Key Laboratory of Chemistry and Utilization of Carbon Based Energy Resources; Key Laboratory of Advanced Functional Materials, Autonomous Region; Institute of Applied Chemistry, College of Chemistry Xinjiang University, Urumqi 830046 Xinjiang P. R. China
| | - Lang Liu
- State Key Laboratory of Chemistry and Utilization of Carbon Based Energy Resources; Key Laboratory of Advanced Functional Materials, Autonomous Region; Institute of Applied Chemistry, College of Chemistry Xinjiang University, Urumqi 830046 Xinjiang P. R. China
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Hoshina H, Chen J, Amada H, Seko N. Chelating Fabrics Prepared by an Organic Solvent-Free Process for Boron Removal from Water. Polymers (Basel) 2021; 13:polym13071163. [PMID: 33916430 PMCID: PMC8038601 DOI: 10.3390/polym13071163] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 04/02/2021] [Accepted: 04/03/2021] [Indexed: 11/17/2022] Open
Abstract
A chelating fabric was prepared by graft polymerization of glycidyl methacrylate (GMA) onto a nonwoven fabric, followed by attachment reaction of N-methyl-D-glucamine (NMDG) using an organic solvent-free process. The graft polymerization was performed by immersing the gamma-ray pre-irradiated fabric into the GMA emulsion, while the attachment reaction was carried out by immersing the grafted fabric in the NMDG aqueous solution. The chelating capacity of the chelating fabric prepared by reaction in the NMDG aqueous solution without any additives reached 1.74 mmol/g, which further increased to above 2.0 mmol/g when surfactant and acid catalyst were added in the solution. The boron chelation of the chelating fabric was evaluated in a batch mode. Fourier transform infrared spectrophotometer (FTIR) was used to characterize the fabrics. The chelating fabric can quickly chelate boron from water to form a boron ester, and a high boron chelating ability close to 18.3 mg/g was achieved in the concentrated boron solution. The chelated boron can be eluted completely by HCl solution. The regeneration and stability of the chelating fabric were tested by 10 cycles of the chelation-elution operations. Considering the organic solvent-free preparation process and the high boron chelating performance, the chelating fabric is promising for the boron removal from water.
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Tsai CK, Lee NT, Huang GH, Suzuki Y, Doong RA. Simultaneous Recovery of Display Panel Waste Glass and Wastewater Boron by Chemical Oxo-precipitation with Fluidized-Bed Heterogeneous Crystallization. ACS OMEGA 2019; 4:14057-14066. [PMID: 31497724 PMCID: PMC6714614 DOI: 10.1021/acsomega.9b01900] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Accepted: 08/02/2019] [Indexed: 06/10/2023]
Abstract
Silica-based carrier is a promising material for recovery of metal and nonmetal contaminants in chemical oxo-precipitation-fluidized bed crystallization (COP-FBC) system. Boron species are an essential element for plant growth and can cause health concerns in human beings at high concentrations in water environments. The composition of thin-film transistor liquid crystal display (TFT-LCD) contains a wide variety of metal oxides and can be tailored as promising functional mesoporous carriers for boron crystallization recovery in the presence of barium ions and hydrogen peroxide. In this study, waste-derived mesoporous aluminosilicate (MAS) nanomaterial in the presence of barium ions and hydrogen peroxide was used as a carrier for sustainable recovery of crystallized boron, a priority wastewaters pollutant. The MAS shows the hierarchically homogeneous distribution of nanostructured aluminosilicate particles with an average size of 12.8 ± 3.6 nm on the surface after the activation with Na2CO3 at 1000 °C. Moreover, the negatively charged surface and the mesoporous structure of MAS enhance the adsorption of Ba2+ onto MAS, and the Langmuir adsorption capacity of 105 mg/g is achieved, which is conducive to the enhancement of the recovery of boron species. Moreover, the recovery efficiency and crystallization ratio of boron by MAS can be up to 84.5 and 93.4%, respectively. The cross-sectional scanning electron microscopy images and the high-temperature X-ray diffraction results confirm the boron recovery mechanism that the negatively charged functional group as well as the mesoporosity of MAS triggers the rapid formation of needle-shaped precipitates of barium peroxoborate, and then converted to barium borate after calcination at 1050 °C. Results obtained in this study clearly demonstrate the possibility of fabricating environmentally benign mesoporous aluminosilicate adsorbents from TFT-LCD waste to sustainably recover and crystallize boron species from water and wastewater in COP-FBC.
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Affiliation(s)
- Cheng-Kuo Tsai
- Department
of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, 101, Sec. 2, Kuang Fu Road, Hsinchu 30013, Taiwan
- Department
of Chemical Analysis, Industrial Technology
Research Institute (ITRI), Hsinchu 30011, Taiwan
| | - Nien-Tsu Lee
- Department
of Chemical Analysis, Industrial Technology
Research Institute (ITRI), Hsinchu 30011, Taiwan
| | - Gaw-Hau Huang
- Department
of Chemical Analysis, Industrial Technology
Research Institute (ITRI), Hsinchu 30011, Taiwan
| | - Yoshikazu Suzuki
- Faculty
of Pure and Applied Sciences, University
of Tsukuba, Ibaraki 305-8573, Japan
| | - Ruey-an Doong
- Department
of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, 101, Sec. 2, Kuang Fu Road, Hsinchu 30013, Taiwan
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