Advanced Technology in Environmental Remediation and Resource Utilization, 2nd Edition

A special issue of Coatings (ISSN 2079-6412). This special issue belongs to the section "Environmental Aspects in Colloid and Interface Science".

Deadline for manuscript submissions: 31 October 2025 | Viewed by 23121

Special Issue Editors


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Guest Editor
School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao, China
Interests: advanced oxidation processes
Special Issues, Collections and Topics in MDPI journals

E-Mail Website
Guest Editor
School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China
Interests: advanced oxidation processes
Special Issues, Collections and Topics in MDPI journals

Special Issue Information

Dear Colleagues,

With the development of industrialization, environmental pollution problems are becoming increasingly severe. All forms of pollutants (organics, heavy metals, and microplastics) are discharged into the environment, polluting water bodies, atmosphere, and soil, which results in seriously damaging ecological environments and impacts human life. Various environmental remediation technologies, such as physical, chemical, and biological methods, have been researched and applied for removing contaminants and remediating ecological environment. In addition, recycling substances and energy from pollutants is becoming increasingly important from the point of view of resources.

Previously, we published the Special Issue “https://www.mdpi.com/journal/coatings/special_issues/advanced_technology_environment_remediation” online. The Special Issue has been closed and it was very successful. Building on our successful collaboration, we are keen to launch a second volume of the existing Special Issue. We are pleased to invite you to submit manuscripts in the form of complete research papers, short communications, or reviews. This Special Issue “Advanced Technology in Environmental Remediation and Resource Utilization (Second Volume)” aims to present prominent advances in relation to advanced oxidation processes, environmental catalysis technology, environmental-function materials, and resource reuse in the environment.

In this Special Issue, original research articles and reviews are welcome. Research areas may include (but are not limited to) the following:

  • Environmental remediation;
  • Resource utilization;
  • Advanced oxidation process;
  • Environmental catalysis;
  • Environmental function material.

We look forward to receiving your contributions.

Dr. Deling Yuan
Prof. Dr. Shoufeng Tang
Guest Editors

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Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Coatings is an international peer-reviewed open access monthly journal published by MDPI.

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Keywords

  • environmental remediation
  • resource utilization
  • advanced oxidation process
  • environmental catalysis
  • environmental function material

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Published Papers (13 papers)

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Research

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20 pages, 7408 KiB  
Article
Etching and Precursor Effects on Plasma-Modified Waste Polyethylene Terephthalate (PET) to Laccase Immobilization Applied in Catechol Biodegradation for Water Treatment
by Reyna Orsua-Gaona, Rosa Idalia Narro-Céspedes, Anna Ilina, Luis Fernando Mora-Cortés, Yadira Karina Reyes-Acosta, Gustavo Soria-Arguello, Cynthia Luevano-Martínez, Miriam Paulina Luévanos-Escareño and Claudia Gabriela Cuellar-Gaona
Coatings 2025, 15(4), 421; https://doi.org/10.3390/coatings15040421 - 2 Apr 2025
Viewed by 391
Abstract
Polyethylene terephthalate (PET) is a polyester used in the beverage bottling industry that generates a serious pollution problem. Films were obtained to reuse discarded PET bottles, and their surface was modified to determine their effectiveness in supporting the immobilization of the laccase enzyme [...] Read more.
Polyethylene terephthalate (PET) is a polyester used in the beverage bottling industry that generates a serious pollution problem. Films were obtained to reuse discarded PET bottles, and their surface was modified to determine their effectiveness in supporting the immobilization of the laccase enzyme applied to a catechol biodegradation assay. Radiofrequency (RF) plasma was used to modify the PET surface using different precursors: (a) with the use of air as precursor, the effect of the etching caused by the air on the greater or lesser immobilization was observed; (b) with the use of ethylenediamine, a mixture of N2/H2, or aniline as precursors, it was observed which of these three precursors presented the greater or lesser number of amino groups deposited on the PET surface. After plasma modification, the films were cross-linked with glutaraldehyde to immobilize the laccase enzyme. Finally, the catechol test was performed. It was found that the best etching time using air as a precursor was 90 min, and the precursor that caused a higher insertion of amino groups on the surface was ethylenediamine, which reached a density of amino groups of 3.98 ± 0.10 g·mm−2. The highest percentage of laccase immobilization achieved on the surface of ethylenediamine-modified PET was 97.30%. In the catechol assay, the highest retention was 86.11%. This research reveals how the effect of plasma increases the surface area on a PET surface and, in conjunction with ethylenediamine as the best precursor of the three precursors evaluated, can immobilize a greater amount of enzyme and oxidize more catechol. There is no scientific evidence from previous studies that used air plasma technology to erode and then used three different precursors to modify a surface to immobilize the laccase enzyme and remove a water contaminant. Full article
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16 pages, 3900 KiB  
Article
Synthesis of LTA Zeolite from Beach Sand: A Solution for CO2 Capture
by Clenildo de Longe, Aryandson da Silva, Anne Beatriz Figueira Câmara, Lindiane Bieseki, Luciene Santos de Carvalho, Sibele Berenice Castellã Pergher and Mariele Iara Soares de Mello
Coatings 2025, 15(3), 334; https://doi.org/10.3390/coatings15030334 - 14 Mar 2025
Viewed by 542
Abstract
Emissions caused by polluting gases, such as carbon dioxide, are one of the main contributors to the generation of the greenhouse effect that leads to global warming, responsible for climate change. An alternative to mitigating these emissions is the use of adsorbents capable [...] Read more.
Emissions caused by polluting gases, such as carbon dioxide, are one of the main contributors to the generation of the greenhouse effect that leads to global warming, responsible for climate change. An alternative to mitigating these emissions is the use of adsorbents capable of capturing CO2. Zeolites are considered one of the most effective adsorbents in gas adsorption and separation technologies due to their high specific area and pore size and, consequently, greater adsorption capacity when compared to other commonly used materials. Despite this, reagents used in syntheses as the source of silica often make obtaining these materials more expensive. Seeking to overcome this limitation, in this work, materials (for CO2 capture) were developed with a zeolitic structure using a low-cost alternative source of silica from beach sand called MPI silica to make the synthesis process eco-friendly. The crystallization time of the materials was studied, obtaining an LTA zeolite with MPI silica in a period of 1 h (ZAM 1 h), with a relative crystallinity of 74.26%. The materials obtained were characterized using the techniques of X-ray diffraction (XRD), X-ray fluorescence (XRF), absorption spectroscopy in the infrared region with Fourier transform (FTIR), scanning electron microscopy (SEM), and thermal analysis. The evaluation of the experimental adsorption isotherms showed that the zeolite LTA Aerosil®200 (standard zeolite) and MP had adsorption capacities of 5.25 mmol/g and 4.83 mmol/g of CO2, respectively. The evaluation of mathematical models indicated that the LTA zeolites fit the Temkin model best and had the same trend, with calculated adsorption capacities of 3.97 mmol/g and 3.75 mmol/g, respectively. Full article
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20 pages, 11501 KiB  
Article
Selective Adsorption of Lead in Mixed Metals Wastewater System by Lignin-Carbon-Supported Titanate Nanoflower BC@TNS Adsorbent: Performance and Mechanism
by Jielan Feng, Lei Zhong, Zekun Yang, Chak-Yin Tang, Wing-Cheung Law, Ruchun Wu and Fengwei Xie
Coatings 2025, 15(3), 317; https://doi.org/10.3390/coatings15030317 - 9 Mar 2025
Viewed by 571
Abstract
This study introduced a novel type of biochar–titanate nanosheet (BC@TNS) composite for the selective adsorption of Pb(II) from wastewater containing various heavy metal ions. The biochar derived from lignin–carbon pyrolysis forms the scaffold, while titanate nanosheets coat it via an alkaline hydrothermal reaction. [...] Read more.
This study introduced a novel type of biochar–titanate nanosheet (BC@TNS) composite for the selective adsorption of Pb(II) from wastewater containing various heavy metal ions. The biochar derived from lignin–carbon pyrolysis forms the scaffold, while titanate nanosheets coat it via an alkaline hydrothermal reaction. The synthesis was confirmed through analytic characterizations, revealing a distinctive morphology of TNS nanoflowers consisting of numerous nanosheets incorporated into the BC support. BC@TNS achieved maximum adsorption capacities of 37.89 mg/g for Pb(II), 13.38 mg/g for Cd(II), and 8.47 mg/g for Zn(II), demonstrating its remarkable selectivity for Pb(II). Kinetic studies using Weber–Morris, PFO, and PSO models indicated that Pb(II) adsorption was primarily driven by chemisorption, whereas Cd(II) and Zn(II) adsorption were predominantly governed by physisorption. Isotherm analysis using Langmuir, Freundlich, Dubinin–Radushkevich, and Temkin models revealed that Pb(II) adsorption involved both monolayer and multilayer processes, while Cd(II) and Zn(II) adsorption were primarily monolayer. Detailed insights from scanning electron microscopy (SEM-EDS) and X-ray photoelectron spectroscopy (XPS) analyses further elucidated these mechanisms. The superior selectivity of BC@TNS for Pb(II) was further validated in multicomponent simulated HMs containing 10 co-existing metal ions, maintaining a high Pb(II) adsorption efficiency of 75.68%, highlighting its potential for selective Pb recovery. Moreover, the adsorbent demonstrated excellent regeneration capacity and recyclability. The BC@TNS adsorbent shows great potential for the selective and efficient removal of Pb(II) ions from wastewater, offering a sustainable solution for environmental protection. Full article
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13 pages, 3725 KiB  
Article
Transient Simulation of the Thermal Performance of a Novel Phase Change Material Trombe Wall
by Tianhu Zhang, Hai Wang, Jieran Ding, Shoufeng Tang, Deling Yuan and Yandi Rao
Coatings 2025, 15(3), 303; https://doi.org/10.3390/coatings15030303 - 5 Mar 2025
Viewed by 571
Abstract
The Trombe wall is a typical passive building technique. To enhance the thermal performance of Trombe walls, a novel Trombe wall structure incorporating two phase change material (PCM) layers was designed. A numerical model of the PCM Trombe wall was established and validated [...] Read more.
The Trombe wall is a typical passive building technique. To enhance the thermal performance of Trombe walls, a novel Trombe wall structure incorporating two phase change material (PCM) layers was designed. A numerical model of the PCM Trombe wall was established and validated against the experimental results. To explore the thermal performance of this PCM Trombe wall system, actual meteorological conditions were incorporated into the numerical simulations. Under transient conditions, the indoor temperature and velocity during the thermal storage and release stages were analyzed. Compared to conventional Trombe walls, the new PCM Trombe wall exhibited a 4 h delay in reaching peak temperature while simultaneously reducing indoor temperature fluctuations by 68.4%. Moreover, the new PCM Trombe wall showed excellent thermal storage capabilities, and the indoor temperature reached 18.2 °C after continuous cycles of thermal storage and release. Notably, the internal thermal storage layer in the new PCM Trombe wall can significantly reduce the indoor air velocity and improve thermal comfort. Full article
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27 pages, 25208 KiB  
Article
Reuse of Polymeric Resin for Production of Activated Hydrochar Applied in Removal of Bisphenol A and Diclofenac Synthetic Aqueous Solution
by Andreia Cristina Fonseca Alves, Sérgio Botelho de Oliveira and Paulo Sérgio Scalize
Coatings 2025, 15(1), 27; https://doi.org/10.3390/coatings15010027 - 1 Jan 2025
Viewed by 773
Abstract
Spent ion exchange resins were subjected to hydrothermal carbonization (HTC) and physical activation to produce adsorbents, which were tested for the adsorption of bisphenol A (BPA) and sodium diclofenac (DCF) in water. PAHF0.35.WV and PAHF0.50.WV were the materials that presented the largest specific [...] Read more.
Spent ion exchange resins were subjected to hydrothermal carbonization (HTC) and physical activation to produce adsorbents, which were tested for the adsorption of bisphenol A (BPA) and sodium diclofenac (DCF) in water. PAHF0.35.WV and PAHF0.50.WV were the materials that presented the largest specific surface area, around 200 m2/g. The best performance was in the adsorption of BPA, with an adsorption capacity of 24.45 and 23.34 mg/g. The kinetic and adsorption isotherm models that presented the best adjustments of the curves to the experimental data were the pseudo-second-order model and the Freundlich model. The maximum adsorption capacity of DCF was 17.82 mg/g for PAHF0.35.WV and 15 mg/g for PAHF0.50.WV. The best fit of the adsorption kinetic curves to the experimental data was for the pseudo-second-order model. In the adsorption isotherms, the Langmuir and Freundlich models presented the best fit. The toxicity study with the microalgae Raphidocelis subcapitata did not demonstrate any toxic effects of the adsorbents. Material regeneration tests indicated a recovery of the adsorption capacity of around 50% in the first cycle, and from the second cycle onwards, the recovery was not satisfactory. However, the results indicate that the anionic resin residue has potential for use in the production of activated hydrocarbons. Full article
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17 pages, 3450 KiB  
Article
Enhancing the Performance of Biodegradable Lignin Nanoparticle/PVA Composite Films via Phenolation Pretreatment of Lignin Using a Novel Ternary Deep Eutectic Solvent
by Xiansheng Cao, Xueping Li, Ruchun Wu, Bao Liu and Wenfei Lin
Coatings 2024, 14(12), 1544; https://doi.org/10.3390/coatings14121544 - 11 Dec 2024
Cited by 1 | Viewed by 1131
Abstract
As an environment-friendly biodegradable material, poly (vinyl alcohol) (PVA) has been focused on improving performance and expanding its applications. In this study, improved performance lignin nanoparticle/PVA composite film was prepared by phenolation of bagasse lignin (BL) using a novel ternary deep eutectic solvent [...] Read more.
As an environment-friendly biodegradable material, poly (vinyl alcohol) (PVA) has been focused on improving performance and expanding its applications. In this study, improved performance lignin nanoparticle/PVA composite film was prepared by phenolation of bagasse lignin (BL) using a novel ternary deep eutectic solvent (DES). The effects of introduction of DES-phenolated lignin (DL) nanoparticles with different additions (1, 3, 5, 10 wt%) on the properties of DL/PVA composite film were comprehensively studied by mechanical performance test, UV-shielding performance test, contact angle measurement, thermogravimetric analyses and DPPH free radical scavenging activity. The experimental results indicated that lignin nanoparticles (LNPs) were homogeneously distributed in a biodegradable PVA matrix due to hydrogen bonds between the PVA matrix and lignin nanoparticles. With the introduction of DES pretreatment on native bagasse lignin, the various performances of DL/PVA composite films, such as tensile strength, surface hydrophobicity, UV-shielding and thermal stability, were enhanced in comparison with both pure PVA film and BL/PVA composite film incorporated with DES-untreated BL. The tensile strength of DL/PVA composite film with 3 wt% addition increased to 97.79 MPa from 69.41 MPa for pure PVA film, and the water contact angle increased from 43.7° to 84.2°. DL/PVA composite film with 10 wt% addition shielded 95.8% of the UV spectrum (400–200 nm). Moreover, after incorporating the DL nanoparticles into the PVA matrix, the as-obtained DL/PVA composite films displayed good antioxidant activity by eliminating most of the DPPH free radicals. With 10 wt% addition of DL nanoparticles, the DPPH radical scavenging activity of DL/PVA composite film increased by about 76% compared with pure PVA film. These enhanced properties were attributed to the more phenolic hydroxyl groups of DL nanoparticles than of BL and the hydrogen-bonding interactions. In conclusion, the DES-phenolation pretreatment of lignin clearly improved the properties of PVA composite films. Furthermore, as both lignin and PVA are biodegradable, the lignin nanoparticle/PVA composite film may be a promising candidate for fully biodegradable robust coating materials with vital potential applications, such as UV-shielding and food packaging, etc. Full article
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16 pages, 3662 KiB  
Article
Synthesis and Characterization of SiO2 Nanoparticles for Application as Nanoadsorbent to Clean Wastewater
by Nora Elizondo-Villarreal, Eleazar Gandara-Martínez, Manuel García-Méndez, Miguel Gracia-Pinilla, Ana María Guzmán-Hernández, Víctor M. Castaño and Cristian Gómez-Rodríguez
Coatings 2024, 14(7), 919; https://doi.org/10.3390/coatings14070919 - 22 Jul 2024
Cited by 4 | Viewed by 4167
Abstract
By way of the sol–gel chemical synthesis method, it is possible to synthesize SiO2 nanoparticles with a defined specific particle size, a surface area, and a defined crystal structure that can be effectively used as a nanoadsorbent to remove various organic dyes. [...] Read more.
By way of the sol–gel chemical synthesis method, it is possible to synthesize SiO2 nanoparticles with a defined specific particle size, a surface area, and a defined crystal structure that can be effectively used as a nanoadsorbent to remove various organic dyes. SiO2 nanoparticles were synthesized by the sol–gel method using sodium silicate (Na2SiO3) by a green method without using a tetraethyl orthosilicate (TEOS) precursor, which is very expensive and highly toxic. This sol–gel process involves the formation of a colloidal suspension (sol) and solid gelation to form a network in a continuous liquid phase (gel). In addition, it requires controlled atmospheres. XRD indicates the presence of an amorphous phase with a diffraction angle of 2θ = 23°, associated with SiO2. UV-Vis spectroscopy reveals an absorbance value in the region of 200 nm to 300 nm, associated with SiO2 nanoparticles. The application as a nanoadsorbent to remove dyes was measured, and it was found that the nanoparticles with the best performance were those that were synthesized with pH 7, showing a 97% removal with 20 mg of SiO2 nanoparticles in 60 min. Therefore, SiO2 nanoparticles can be used as a nanoadsorbent, using a low-cost and scalable method for application to remove methylene blue in an aqueous medium. Full article
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14 pages, 5366 KiB  
Article
Synthesis and Cation Exchange of LTA Zeolites Synthesized from Different Silicon Sources Applied in CO2 Adsorption
by Aryandson da Silva, Emanuel Bruno Costa Dantas Elias, Thiago Jackson Torres Cruz, Francisco Gustavo Hayala Silveira Pinto, Mariele Iara Souza de Mello, Lindiane Bieseki and Sibele Berenice Castellã Pergher
Coatings 2024, 14(6), 680; https://doi.org/10.3390/coatings14060680 - 28 May 2024
Cited by 3 | Viewed by 1762
Abstract
Zeolites have a well-ordered crystalline network with pores controlled in the synthesis process. Their composition comprises silicon and aluminum, so industrial residues with this composition can be used for the synthesis of zeolites. The use of zeolites for CO2 adsorption is feasible [...] Read more.
Zeolites have a well-ordered crystalline network with pores controlled in the synthesis process. Their composition comprises silicon and aluminum, so industrial residues with this composition can be used for the synthesis of zeolites. The use of zeolites for CO2 adsorption is feasible due to the characteristics that these materials have; in particular, zeolites with a low Si/Al ratio have greater gas adsorption capacities. In this work, the synthesis of LTA (Linde Type A) zeolites from silica fumes obtained from the industrial LIASA process and light coal ash is presented. We explore three different synthesis routes, where the synthesized materials undergo cation exchange and are applied in CO2 adsorption processes. Studying the synthesis processes, it is observed that all materials present characteristic diffractions for the LTA zeolite, as well as presenting specific areas between 6 and 19 m2/g and average pore distributions of 0.50 nm; however, the silica fume yielded better synthesis results, due to its lower impurity content compared to the light coal ash (which contains impurities such as quartz present in the zeolite). When applied for CO2 adsorption, the standard materials after cation exchange showed greater adsorption capacities, followed by the zeolites synthesized from silica fume and, finally, the zeolites synthesized from coal ash. By analyzing the selectivity of the materials for CO2/N2, it is observed that the materials in sodium form present greater selectivity when compared to the calcium-based materials. Full article
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14 pages, 9227 KiB  
Article
Synergistic Humidification and Chemical Agglomeration to Improve Capturing the Fine Particulate Matter by Electrostatic Precipitator
by Hongrui Chen, Hengtian Li, Shuting Wang, Yingying Han, Xiaoyu Zhai and Lichun Xiao
Coatings 2024, 14(4), 420; https://doi.org/10.3390/coatings14040420 - 31 Mar 2024
Cited by 3 | Viewed by 1597
Abstract
The wet electrostatic precipitator (WESP) overcomes the shortcomings of traditional electrostatic precipitators, such as dust re-entrainment and back corona. It can effectively remove high-specific-resistivity dust, with a good removal effect on PM2.5. It is proposed to adopt chemical agglomeration and humidification [...] Read more.
The wet electrostatic precipitator (WESP) overcomes the shortcomings of traditional electrostatic precipitators, such as dust re-entrainment and back corona. It can effectively remove high-specific-resistivity dust, with a good removal effect on PM2.5. It is proposed to adopt chemical agglomeration and humidification agglomeration technology in the wet electrostatic precipitators to achieve ultra-low dust emissions from coal-fired power plants. The results show that the addition of chemical agglomerates, surfactants, and water vapor all affect the dust diameter of coal-fired power plants. After adding sesbania gum (SG), the D50 of dust particles increases from 28.29 μm to 48.22 μm. And the D50 of dust particles is 36.46 μm when spraying 3.6 kg/h water vapor only. With the cooperation of chemical agglomeration agents and water vapor, the dust agglomeration effect and removal efficiency can be further improved. When 10 mg/L SG is synergistically combined with 2.9 kg/h water vapor, the D50 is 64.75 μm, and the dust removal efficiency reaches 97.88%. On this basis, by adding 5 mg/L of Hexadecyltrimethylammonium bromide (CTAB), the D50 is 83.06 μm, and the dust removal efficiency increases to 98.62%. The synergistic effect of chemical agglomeration and humidification agglomeration promotes the aggregation of dust from coal-fired power plants. It can improve the removal efficiency of WESP for fine particulate matter but has little impact on the operation of existing equipment. The synergistic effects of multiple agglomeration technologies are also the direction for future research on the removal efficiency of fine particulate matter. Full article
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11 pages, 2287 KiB  
Article
Enhancing Uptake Capability of Green Carbon Black Recycled from Scrap Tires for Water Purification
by Jiho Choi, Jihyun Kang, Huiseong Yang, Sangin Yoon, Jun-Hyun Kim and Hyun-Ho Park
Coatings 2024, 14(4), 389; https://doi.org/10.3390/coatings14040389 - 27 Mar 2024
Cited by 1 | Viewed by 1859
Abstract
This study reports on the highly simple fabrication of green carbon black (GCB) generated from scrap tires with acetic acid to improve the adsorption efficiency for water purification, which is thoroughly compared with conventional carbon black (CB) obtained from petrochemicals. Unlike traditional modification [...] Read more.
This study reports on the highly simple fabrication of green carbon black (GCB) generated from scrap tires with acetic acid to improve the adsorption efficiency for water purification, which is thoroughly compared with conventional carbon black (CB) obtained from petrochemicals. Unlike traditional modification processes with strong acids or bases, the introduction of a relatively mild acid readily allowed for the effective modification of GCB to increase the uptake capability of metal ions and toxic organic dyes to serve as effective adsorbents. The morphological features and thermal decomposition patterns were examined by electron microscopy and thermogravimetric analysis (TGA). The surface functional groups were characterized by Fourier transform infrared spectroscopy (FTIR) and X-ray photoelectron spectroscopy (XPS). The structural information (ratio of D-defects/G band-graphitic domains) obtained by Raman spectroscopy clearly suggested the successful fabrication of GCB (ID/IG ratio of 0.74), which was distinctively different from typical CB (ID/IG ratio of 0.91). In the modified GCB, the specific surface area (SBET) gradually increased with the reduction of pore size as a function of acetic acid content (52.97 m2/g for CB, 86.64 m2/g for GCB, 102.10-119.50 m2/g for acid-treated GCB). The uptake capability of the modified GCB (312.5 mg/g) for metal ions and organic dyes was greater than that of the unmodified GCB (161.3 mg/g) and typical CB (181.8 mg/g), presumably due to the presence of adsorbed acid. Upon testing them as adsorbents in an aqueous solution, all these carbon materials followed the Langmuir isotherm over the Freundlich model. In addition, the removal rates of cationic species (>70% removal of Cu2+ and crystal violet in 30 min) were much faster and far greater than those of anionic metanil yellow (<40% removal in 3 h), given the strong electrostatic interactions. Thus, this work demonstrates the possibility of recycling waste tires in the powder form of GCB as a cost-effective and green adsorbent that can potentially substitute traditional CB, and the modification strategy provides a proof of concept for developing simple fabrication guidelines of other carbonaceous materials. Full article
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14 pages, 1714 KiB  
Article
Application of ANN Weighted by Optimization Algorithms to Predict the Color Coordinates of Cellulosic Fabric in Dyeing with Binary Mix of Natural Dyes
by Morteza Vadood and Aminoddin Haji
Coatings 2022, 12(10), 1519; https://doi.org/10.3390/coatings12101519 - 10 Oct 2022
Cited by 10 | Viewed by 2525
Abstract
Cotton is one of the most important fibers used in the textile industry. The dyeing of cotton with synthetic anionic dyes consumes large amounts of salt and alkali, which makes it a challenge for the environment. Furthermore, the relatively high percentage of synthetic [...] Read more.
Cotton is one of the most important fibers used in the textile industry. The dyeing of cotton with synthetic anionic dyes consumes large amounts of salt and alkali, which makes it a challenge for the environment. Furthermore, the relatively high percentage of synthetic dyes remaining in the dyebath is a potential threat for the environment and human health. The application of plant-derived natural dyes has recently been considered as a promising approach to overcome this problem. Optimization of the dyeing process and prediction of the values of the color coordinates of dyed textiles have always been among the most pronounced challenges in the textile industry, especially when a mixture of dyes or mordants is used. In this study, alum was used for mordanting of cotton and two natural dyes—namely, weld and madder—were used for the dyeing. The samples were dyed with various combinations of mordant, weld, and madder for the weight of the fabric and statistical analysis revealed that all three mentioned parameters were effective in determining the color coordinates. To determine the best model to predict the color coordinates of cotton fabrics, the regression method and ANN models weighted with back-propagation (BP) and optimization algorithms, such as the genetic algorithm, particle swarm optimization, gray wolf optimization, FMINCON (a built-in function of MATLAB software) and a combination of particle swarm optimization and FMINCON (PSO-FMIN), were employed and compared based on the mean squared error (MSE). The obtained results revealed that using the PSO-FMIN algorithm for ANN weighting led to higher accuracy in the prediction of color coordinates. The MSEs obtained for ANN outputs and the corresponding actual values reached 2.02, 1.68 and 1.39 for the l*, a* and b* coordinates, which were 44%, 23% and 26% better than the result obtained with BP, respectively. Full article
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Review

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25 pages, 11990 KiB  
Review
Bibliometric Study of Electrochemical Advanced Oxidation Processes (EAOPs) for Wastewater Treatment
by Tanja P. Brdarić, Danka D. Aćimović, Ľubomír Švorc and Dragana D. Vasić Anićijević
Coatings 2024, 14(8), 1060; https://doi.org/10.3390/coatings14081060 - 19 Aug 2024
Cited by 2 | Viewed by 2308
Abstract
Electrochemical advanced oxidation processes (EAOPs) are at the forefront of scientific research as green technologies aimed at effectively purifying polluted aquatic environments. These methods utilize electrochemical processes to generate reactive oxygen species (ROS), such as the hydroxyl radical (•OH), either on the anode [...] Read more.
Electrochemical advanced oxidation processes (EAOPs) are at the forefront of scientific research as green technologies aimed at effectively purifying polluted aquatic environments. These methods utilize electrochemical processes to generate reactive oxygen species (ROS), such as the hydroxyl radical (•OH), either on the anode surface or within the bulk solution, which can partially degrade or completely mineralize organic pollutants. The aim of the article is to provide a bibliometric analysis of research articles specifically focused on the application and development of EAOPs in wastewater treatment over the past five years. Utilizing the most extensive database for literature searches, Web of Science Core Collection (WoS), which encompasses 95% of global publications, a total of 649 research articles were retrieved by limiting the search results to words associated with EAOPs in titles, keywords, and abstracts. The bibliometric dataset was then processed using CiteSpace and VOSviewer software. The People’s Republic of China is emerging as the country with the highest production in the field, demonstrating a strong commitment to research and a leading role in international cooperation. This leadership is evident through China’s substantial contributions to the body of literature and its extensive network of collaborations with researchers worldwide. Meanwhile, Australia, despite producing fewer publications, has achieved a high citation rate, underscoring the significant impact and influence of its research within the scientific community. One of the most promising and extensively studied topics in this field is the electro-Fenton process, which has garnered considerable attention due to its potential applications and remarkable efficiency in various contexts. The bibliometric analysis conducted in this study allowed for a detailed visualization of the currently available literature data and corresponding developing trends. By mapping out the key areas of focus, prominent researchers, influential journals, and collaborative networks, this analysis provides valuable insights. These insights can facilitate future joint research endeavors, enhance collaboration, and promote the sharing of knowledge and best practices among researchers globally. Full article
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Other

Jump to: Research, Review

15 pages, 4976 KiB  
Perspective
Low-Carbon Embodied, Self-Cleaning, and Air-Purifying Building Envelope Components Using TiO2 Photocatalysis, 3D Printing, and Recycling
by Aníbal Maury-Ramírez, Mario Rinke and Johan Blom
Coatings 2024, 14(9), 1228; https://doi.org/10.3390/coatings14091228 - 23 Sep 2024
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Abstract
This perspective article describes the past, present, and future directions on TiO2 photocatalysis, 3D concrete printing, and recycling for developing innovative building envelope components from façade skins. Using a methodology consisting of three phases, first the historical evolution of TiO2 photocatalysis, [...] Read more.
This perspective article describes the past, present, and future directions on TiO2 photocatalysis, 3D concrete printing, and recycling for developing innovative building envelope components from façade skins. Using a methodology consisting of three phases, first the historical evolution of TiO2 photocatalysis, 3D concrete printing, and recycling policies was investigated. Second, the rationale and positioning with regard to the state of the art were developed. Third, the cementitious mix design assessment for 3D printing of the building envelope components, evaluation of the photocatalytic activity, evaluation of the self-cleaning and air-purifying properties, and environmental and health assessment of the building envelope components were identified and discussed as major issues in developing innovative building envelope components that have the potential to mitigate urban air pollution, reduce building maintenance activities, and reduce building embedded carbon while, for example, recycling significant amounts of construction and demolition waste. Full article
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