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Screening of single-walled CNTs and SiNTs for CO2 capture and H2 separation via water-gas shift reaction 单壁碳纳米管和SiNTs在水气转换反应中捕集CO2和分离H2的筛选
Next Materials Pub Date : 2025-08-05 DOI: 10.1016/j.nxmate.2025.101033
Xuan Peng
{"title":"Screening of single-walled CNTs and SiNTs for CO2 capture and H2 separation via water-gas shift reaction","authors":"Xuan Peng","doi":"10.1016/j.nxmate.2025.101033","DOIUrl":"10.1016/j.nxmate.2025.101033","url":null,"abstract":"<div><div>The aim of this study was to screen single-walled CNTs and SiNTs suitable for CO<sub>2</sub> capture and H<sub>2</sub> separation in the water-gas shift (WGS) reaction. Simulation analysis of 787 CNTs and 787 SiNTs reveals that nanotube radius plays a critical role in determining CO₂/H₂ selectivity and CO equilibrium conversion. Among CNTs, (10,10) and (15,9) demonstrated the best CO<sub>2</sub>/H<sub>2</sub> selectivity and CO<sub>2</sub> adsorption capacity. In SiNTs, (6,6) and (9,9) were considered the best choices due to their higher CO<sub>2</sub>/H<sub>2</sub> selectivity and CO<sub>2</sub> adsorption capacity. SiNTs showed stronger gas adsorption capabilities and higher selectivity compared to CNTs, mainly attributed to their unique structural characteristics. Furthermore, changes in pressure significantly affected the reaction conditions within the nanotubes, especially the changes in CO<sub>2</sub> adsorption and mole fraction at low pressures. In conclusion, SiNTs have a clear advantage over CNTs in CO<sub>2</sub> capture and H<sub>2</sub> separation, offering new possibilities for future applications in carbon capture and hydrogen energy fields.</div></div>","PeriodicalId":100958,"journal":{"name":"Next Materials","volume":"9 ","pages":"Article 101033"},"PeriodicalIF":0.0,"publicationDate":"2025-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144781234","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
One-step solvothermal construction of 2D CoFe dual-MOF nanosheets for synergistically enhanced oxygen evolution reaction 协同增强析氧反应的二维CoFe双mof纳米片一步溶剂热构建
Next Materials Pub Date : 2025-08-05 DOI: 10.1016/j.nxmate.2025.101037
Zichen Xu , Yuanjuan Jiang , Jeng-Lung Chen , Lixia Qi , Ryan Yeh-Yung Lin , Limin Ren
{"title":"One-step solvothermal construction of 2D CoFe dual-MOF nanosheets for synergistically enhanced oxygen evolution reaction","authors":"Zichen Xu ,&nbsp;Yuanjuan Jiang ,&nbsp;Jeng-Lung Chen ,&nbsp;Lixia Qi ,&nbsp;Ryan Yeh-Yung Lin ,&nbsp;Limin Ren","doi":"10.1016/j.nxmate.2025.101037","DOIUrl":"10.1016/j.nxmate.2025.101037","url":null,"abstract":"<div><div>Developing highly efficient electrocatalysts for oxygen evolution reaction is critical for sustainable energy technologies. Herein, a two-dimensional (2D) dual-metal-organic framework (dual-MOF) nanosheet electrocatalyst, denoted as CoFe-(74+88), is constructed <em>via</em> a facile one-pot synthesis method by integrating CoFe-MOF-74 and CoFe-MIL-88. Remarkably, the obtained CoFe-(74+88) exhibits superb electrocatalytic OER activity in 1.0 M KOH electrolyte, achieving an overpotential of 186 mV at 10 mA cm<sup>−2</sup>, a Tafel slope of 38.7 mV dec<sup>−1</sup>, and excellent long-term stability. The enhanced OER performance of CoFe-(74+88) can be attributed to the electronic reconfiguration and electronic interaction through the proper combination of two different MOFs and its unique 2D nanosheet structure with uniformly distributed nanoparticles, resulting in multiple positive synergistic effects to boost the electrocatalytic activity. This study provides a promising way for designing and synthesizing 2D MOF nanosheet electrocatalysts for energy-related applications.</div></div>","PeriodicalId":100958,"journal":{"name":"Next Materials","volume":"9 ","pages":"Article 101037"},"PeriodicalIF":0.0,"publicationDate":"2025-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144781140","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Electronic states of Nb3Be and V3Be Nb3Be和V3Be的电子态
Next Materials Pub Date : 2025-08-05 DOI: 10.1016/j.nxmate.2025.101013
Saloni Sharma , Nikhil Joshi , Vijay Maurya , G. Sharma , K.B. Joshi
{"title":"Electronic states of Nb3Be and V3Be","authors":"Saloni Sharma ,&nbsp;Nikhil Joshi ,&nbsp;Vijay Maurya ,&nbsp;G. Sharma ,&nbsp;K.B. Joshi","doi":"10.1016/j.nxmate.2025.101013","DOIUrl":"10.1016/j.nxmate.2025.101013","url":null,"abstract":"<div><div>This <em>ab-initio</em> study investigates the electronic properties of intermetallic compounds Nb<sub>3</sub>Be and V<sub>3</sub>Be. The research is motivated by the technological usage of beryllides in structural, aerospace and nuclear engineering. This is the first ever investigation on V<sub>3</sub>Be. For the detailed study of electronic states of these two A15 compounds, the FP-LAPW method is employed. The formation enthalpy point out stability of the two compounds in the A15 phase. Stability assessment on the basis of Geller radii also supports this assertion. The stability is also discussed computing zone center frequencies. The electronic properties reveal the metallic behavior of the two compounds. The six bands around Fermi energy constitute the Fermi surface of Nb<sub>3</sub>Be and V<sub>3</sub>Be. Fermi surfaces from first four bands are hole-like and from remaining two bands are electron-like. The extremal orbits of these Fermi surfaces and the dHvA quantum oscillations are characterized. The anisotropies in the directional Compton profile signify the salient features of Fermi surface dominated by the metallic behavior. The electron localization function is also incorporated to analyze the charge transfer and bonding properties of the two compounds.</div></div>","PeriodicalId":100958,"journal":{"name":"Next Materials","volume":"9 ","pages":"Article 101013"},"PeriodicalIF":0.0,"publicationDate":"2025-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144781229","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Recycling leather buffing dust into activated carbon for efficient turbidity removal from tannery wastewater 回收皮革抛光粉尘为活性炭有效去除浊度从制革厂废水
Next Materials Pub Date : 2025-08-05 DOI: 10.1016/j.nxmate.2025.101022
Md Mohsin , Md. Suzaul Karim , Md Ashikur Rahaman Noyon , Mst. Farhana Yeasmin , Md Mojeb Ali , Md. Elias Uddin
{"title":"Recycling leather buffing dust into activated carbon for efficient turbidity removal from tannery wastewater","authors":"Md Mohsin ,&nbsp;Md. Suzaul Karim ,&nbsp;Md Ashikur Rahaman Noyon ,&nbsp;Mst. Farhana Yeasmin ,&nbsp;Md Mojeb Ali ,&nbsp;Md. Elias Uddin","doi":"10.1016/j.nxmate.2025.101022","DOIUrl":"10.1016/j.nxmate.2025.101022","url":null,"abstract":"<div><div>Leather buffing dust (BD), a solid waste generated from the leather industry, was utilized as a raw material for synthesizing activated carbon (AC) through ZnCl<sub>2</sub> activation and pyrolysis. The main focus of this study was to prepare an adsorbent with low price and high efficiency to remove turbidity from tannery wastewater to contribute to the waste valorization and circular economy practices. Prepared AC were characterized with FTIR, XRD and SEM tests to confirm functionality of surfaces, modification of structure and also pore morphology. To determine turbidity removal under different conditions, batch adsorption analysis was conducted. The maximum removal efficiency attained by the BD derived AC in removing turbidity was 98.39 % at pH 5, 2 g/L dosage and 25 min of contact time. Moreover, the adsorption process significantly improved water quality by lowering total dissolved solids, chemical oxygen demand and total suspended solids up to 29.53, 78.28 and 91.13 % respectively. The adsorption kinetics followed pseudo- second-order model and equilibrium data fit well with the Langmuir isotherm indicating monolayer chemisorption. The findings indicate that leather BD can be effectively repurposed into a functional adsorbent, offering both environmental and industrial benefits for tannery wastewater treatment.</div></div>","PeriodicalId":100958,"journal":{"name":"Next Materials","volume":"9 ","pages":"Article 101022"},"PeriodicalIF":0.0,"publicationDate":"2025-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144781230","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental and machine learning based analysis of pervious concrete enhanced with fly ash and silica fume 粉煤灰硅灰增强透水混凝土的实验与机器学习分析
Next Materials Pub Date : 2025-08-05 DOI: 10.1016/j.nxmate.2025.101018
Siva Shanmukha Anjaneya Babu Padavala , Siva Avudaiappan , Venkatesh Noolu
{"title":"Experimental and machine learning based analysis of pervious concrete enhanced with fly ash and silica fume","authors":"Siva Shanmukha Anjaneya Babu Padavala ,&nbsp;Siva Avudaiappan ,&nbsp;Venkatesh Noolu","doi":"10.1016/j.nxmate.2025.101018","DOIUrl":"10.1016/j.nxmate.2025.101018","url":null,"abstract":"<div><div>Pervious concrete (PC) has quickly gained attention as an eco-friendly solution to urban stormwater management, offering improved drainage performance while decreasing environmental impact. This study explores the use of fly ash (FA) and silica fume (SF) as supplementary cementitious materials (SCMs) to enhance both mechanical and environmental performance of PC concrete. Experimental investigations were performed using FA replacement levels of 20 %, 30 % and 40 %; and SF replacement levels of 7.5 %, 10 % and 15 % to determine optimal mix proportions for compressive strength, flexural strength, split tensile strength evaluation. Results indicated that a blend containing 30 % FA and 10 % SF achieved a 28 day compressive strength of 34 MPa representing a 51.1 % increase over the control mix as well as improved flexural (4.8 MPa) and tensile strength (3.3 MPa), while reducing porosity to 12.4 % and maintaining high permeability. It also resulted in a 4.7 % reduction in CO₂ emissions and 6.19 % lower material costs, supporting its suitability for sustainable infrastructure applications. Machine learning (ML) models were also created in order to predict compressive strength based on mix composition and curing age using Orange Data Mining software version 3.36. Five algorithms: KNN, Support Vector Machine (SVM), Artificial Neural Networks (ANN), Decision Tree (DT), and Random Forest (RF), were trained and evaluated. SVM achieved the highest predictive accuracy (R<sup>2</sup> = 0.98), while KNN and ANN showed lower performance (R<sup>2</sup> = 0.69 and 0.71, respectively). These findings not only validate the synergy of SCMs in enhancing PC performance but also support their practical application in urban infrastructure such as pedestrian pavements, permeable roads, and stormwater infiltration systems<strong>,</strong> contributing to sustainable and resilient construction.</div></div>","PeriodicalId":100958,"journal":{"name":"Next Materials","volume":"9 ","pages":"Article 101018"},"PeriodicalIF":0.0,"publicationDate":"2025-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144781231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the recent advancement of MOFs (metal-organic frameworks) in agriculture and food technology 探讨mof(金属有机框架)在农业和食品技术中的最新进展
Next Materials Pub Date : 2025-08-02 DOI: 10.1016/j.nxmate.2025.101016
Songita Sonowal, Ram Prasad
{"title":"Exploring the recent advancement of MOFs (metal-organic frameworks) in agriculture and food technology","authors":"Songita Sonowal,&nbsp;Ram Prasad","doi":"10.1016/j.nxmate.2025.101016","DOIUrl":"10.1016/j.nxmate.2025.101016","url":null,"abstract":"<div><div>Metal organic frameworks (MOFs) are a novel crystalline porous material which are applied in various fields of agriculture and food packaging due to their dynamic properties. Properties of MOFs can be managed by changing their shape, size, and structure according to their field of application. Synthesis method also plays a significant role in tailoring a new MOF as it affects the crystalline structure, size, and morphological assembly of MOFs. In agriculture and food technology, the large surface area of MOFs helps in the storage of gas, catalysis, and drug delivery. Moreover, they help to solve the longstanding challenges faced by food industry in food safety, quality preservation, and sustainable farming practices. This review discusses the different synthesis methods and properties of MOFs which applied in modern agriculture and food technologies. Further discuss the mechanism of action of MOFs in the photocatalytic degradation of different environmental pollutants.</div></div>","PeriodicalId":100958,"journal":{"name":"Next Materials","volume":"9 ","pages":"Article 101016"},"PeriodicalIF":0.0,"publicationDate":"2025-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144756725","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
X-ray diffraction line profile analysis of nanocrystalline PbSe thin film prepared at different pH value by chemical bath deposition technique 化学浴沉积法制备不同pH值下的PbSe纳米晶薄膜的x射线衍射谱分析
Next Materials Pub Date : 2025-08-02 DOI: 10.1016/j.nxmate.2025.101009
Fenny Kipgen , L.R. Singh , P.J. Saikia , S. Ranibala Devi , M.A. Hussain
{"title":"X-ray diffraction line profile analysis of nanocrystalline PbSe thin film prepared at different pH value by chemical bath deposition technique","authors":"Fenny Kipgen ,&nbsp;L.R. Singh ,&nbsp;P.J. Saikia ,&nbsp;S. Ranibala Devi ,&nbsp;M.A. Hussain","doi":"10.1016/j.nxmate.2025.101009","DOIUrl":"10.1016/j.nxmate.2025.101009","url":null,"abstract":"<div><div>Delicate films of nanocrystalline PbSe are made at pH values of 10.5, 11, 11.5 and 12 by using the chemical bath deposition technique at constant concentration and deposition temperature. X-ray diffraction studies confirmed that the deposited PbSe thin films on the glass substrates are polycrystalline in nature with a cubic pattern. The different structural parameters, like crystallite size, shape, lattice constant, micro-strain and dislocation density, are determined from the X-ray diffraction peaks. The calculated lattice constants deviate from the bulk values, and their corrected lattice constant values are obtained from the Nelson-Riley plots. The average particle sizes obtained by using Scherrer’s formula are found in the range of 13.6 nm - 23.4 nm, which are correlated with the crystallite sizes obtained from different modified Scherrer’s methods. Crystallite size increases with an elevation in pH value, while dislocation density decreases from 5.4 × 10<sup>15</sup> lines/nm<sup>2</sup> to 2.1 × 10<sup>15</sup> lines/nm<sup>2</sup>. Based on the Williamson Hall technique, lattice strain is found to vary between 6.06 × 10<sup>−3</sup> and 5.21 × 10<sup>−3</sup>. The stress determined by the uniform stress deformation model is found to be 3.8134 × 10<sup>8</sup> Pa, 2.3496 × 10<sup>8</sup> Pa, 2.1084 × 10<sup>8</sup> Pa and 1.6411 × 10<sup>8</sup> Pa for pH values 10.5, 11, 11.5 and 12 respectively. Also, the energy density decreased from 1.5229 × 10<sup>6</sup> kJm<sup>−3</sup> to 0.8619 × 10<sup>6</sup> kJm<sup>−3</sup> with increased in pH value as obtained by uniform deformation energy density model. The Scanning electron microscope photographs demonstrate that prepared films are firmly in contact with the glass substrates without any voids and consist of particles with different shapes and sizes in between 45.2 and 66.4 nm. The elemental composition analysis is carried out by Energy dispersive analysis X-ray and confirmed the presence of Pb and Se in prepared films.</div></div>","PeriodicalId":100958,"journal":{"name":"Next Materials","volume":"9 ","pages":"Article 101009"},"PeriodicalIF":0.0,"publicationDate":"2025-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144756726","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Theoretical and experimental investigation for mild steel in acidic environment using isoxazole sulfonamide derivatives as anticorrosion inhibitors 异恶唑磺胺衍生物在酸性环境下对低碳钢的缓蚀剂的理论与实验研究
Next Materials Pub Date : 2025-08-01 DOI: 10.1016/j.nxmate.2025.101011
Rachid Hsissou , Ayoub El Mahmoudi , Issam Saber , Zaki Safi , Mohamed El Faydy , Fouad Benhiba , Nuha Wazzan , Nadia Dkhireche , Khalid Bougrin
{"title":"Theoretical and experimental investigation for mild steel in acidic environment using isoxazole sulfonamide derivatives as anticorrosion inhibitors","authors":"Rachid Hsissou ,&nbsp;Ayoub El Mahmoudi ,&nbsp;Issam Saber ,&nbsp;Zaki Safi ,&nbsp;Mohamed El Faydy ,&nbsp;Fouad Benhiba ,&nbsp;Nuha Wazzan ,&nbsp;Nadia Dkhireche ,&nbsp;Khalid Bougrin","doi":"10.1016/j.nxmate.2025.101011","DOIUrl":"10.1016/j.nxmate.2025.101011","url":null,"abstract":"<div><div>Two isoxazoles sulfonamides namely N-butyl-2-(N-((3-(p-tolyl)isoxazol-5-yl)methyl)sulfamoyl)benzamide (IS-Cl) and N-butyl-2-(N-((3-(4-chlorophenyl)isoxazol-5-yl)methyl)sulfamoyl)benzamide (IS-CH<sub>3</sub>) were evaluated as some corrosion inhibitors for mild steel (MS) in 1 M HCl environment. Different experimental techniques including EFM, PDP, EIS, SEM, and EDS were investigated to understand the anticorrosion properties. Furthermore, DFT, PDOS, and MDS approaches were utilized to explore the correlation between isoxazoles sulfonamides and corrosion inhibitors effectiveness. PDP measurements revealed that isoxazoles function as mixed inhibitors through adsorption on the MS samples surface. Corrosion inhibition efficiency of PDP at 10<sup>−3</sup>M of IS-Cl (97 %) is higher than that of the IS-CH<sub>3</sub> (94.9 %). The chemical adsorption process of isoxazoles sulfonamide heterocyclics were found to conform the Langmuir adsorption isotherm. Results of PDOS for the adsorption molecules onto the Fe(110) iron was used to understand and explain the inhibition mechanism.</div></div>","PeriodicalId":100958,"journal":{"name":"Next Materials","volume":"9 ","pages":"Article 101011"},"PeriodicalIF":0.0,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144750699","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of acid concentration and curing conditions on microstructure, mechanical and electrical properties of phosphate geopolymers 酸浓度和固化条件对磷酸盐地聚合物微观结构、力学和电性能的影响
Next Materials Pub Date : 2025-07-31 DOI: 10.1016/j.nxmate.2025.100990
Mahmoud Farag Zawrah , Moataz Bellah Hassan Ata , Hesham Shouib Abdelrahman
{"title":"Effect of acid concentration and curing conditions on microstructure, mechanical and electrical properties of phosphate geopolymers","authors":"Mahmoud Farag Zawrah ,&nbsp;Moataz Bellah Hassan Ata ,&nbsp;Hesham Shouib Abdelrahman","doi":"10.1016/j.nxmate.2025.100990","DOIUrl":"10.1016/j.nxmate.2025.100990","url":null,"abstract":"<div><div>This study focuses on how curing conditions and H<sub>3</sub>PO<sub>4</sub> concentration effect on microstructural changes, physical-properties, compressive strength, and electrical properties of phosphate geopolymers. Firstly, phosphate geopolymers were prepared by metakaolin and H<sub>3</sub>PO<sub>4</sub> (8, 10 and 12 M molar-concentrations). Two series of geopolymers were produced: the first series was cured directly in air, while the second series was activated at 75 °C before being cured in air. The phase composition of was investigated by X-ray diffraction technique, and confirmed by infrared spectroscopy. Apparent porosity, bulk density and water absorption were determined according to Archimedes-principle. Scanning electron microscope was utilized to follow the microstructural changes. The compressive strength and electrical resistivity were also investigated. The results revealed that after geopolymerization some amorphous, semi-crystalline and crystalline phases are formed. For example; amorphous alumino-silicate-phosphate-hydrate phases, aluminum hydrogen phosphate 2AlH<sub>3</sub>(PO<sub>4</sub>)<sub>2</sub>.3H<sub>2</sub>O and berlinite (AlPO<sub>4</sub>). Moreover, the variation of curing-conditions and acid-concentration had a significant effect on the geopolymerization process which consequently reflected on all properties. The apparent porosity was decreased while the bulk density and compressive strength were increased with increasing the acid concentration up to 10 M, then reduced at 12 M. The electrical resistivity was increased with increasing the acid concentration. Moreover, the geopolymers activated at 75 °C, showed better properties than that cured directly in air. The sample S4 that prepared by 10 M acid and activated at 75 °C exhibited the best properties among the other geopolymers. Their compressive strength, bulk density and apparent porosity values were 68.7 MPa, 2.15 g/cm<sup>3</sup>, and 20 % respectively.</div></div>","PeriodicalId":100958,"journal":{"name":"Next Materials","volume":"9 ","pages":"Article 100990"},"PeriodicalIF":0.0,"publicationDate":"2025-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144738611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Water hyacinth-derived adsorbent for removal of diclofenac sodium from aqueous solution: Modeling and optimization via RSM-ANN/ANFIS hybrid 水葫芦类吸附剂对水溶液中双氯芬酸钠的去除:基于RSM-ANN/ANFIS混合模型的建模和优化
Next Materials Pub Date : 2025-07-31 DOI: 10.1016/j.nxmate.2025.100997
Djemima Bulanga , Bonface Orero , Sibusiso Sibiya , Thulane Paepae , Tebogo Mashifana
{"title":"Water hyacinth-derived adsorbent for removal of diclofenac sodium from aqueous solution: Modeling and optimization via RSM-ANN/ANFIS hybrid","authors":"Djemima Bulanga ,&nbsp;Bonface Orero ,&nbsp;Sibusiso Sibiya ,&nbsp;Thulane Paepae ,&nbsp;Tebogo Mashifana","doi":"10.1016/j.nxmate.2025.100997","DOIUrl":"10.1016/j.nxmate.2025.100997","url":null,"abstract":"<div><div>Over-the-counter medications, mainly diclofenac sodium (DCFS), have emerged as a huge business in the pharmaceutical industry. Consequently, this has led to the widespread presence of DCFS in water bodies, posing adverse effects on the entire biota. Also, the rapid growth of invasive water hyacinth (WH) has continuously impeded aquatic physiological processes and even fishing activities. Thus, this study investigated the WH as the precursor of activated carbon (WH-AC) for the adsorption of DCFS from an aqueous solution. The characterization analysis confirmed the successful synthesis of facile WH-AC. The RSM optimum condition for 100 % efficiency was determined to be 1.191 g/L dosage, 21.064 mg/L initial concentration, and 107 min contact time. Under the same conditions, the experimental efficiency was determined to be 97.9 %, which validates the RSM quadratic model. In addition, the adsorption of DCFS onto the WH-AC was determined to follow D-R&gt;Langmuir&gt;Temkin&gt;Freundlich isotherms. The D-R (R² = 0.9916) and <em>E</em> (2.5 ×10⁻⁶ kJ/mol) less than 10 kJ/mol imply that the adsorption mechanism is physical with Gaussian energy distribution over heterogeneous surfaces. Furthermore, a positive Temkin adsorption energy (B<sub>T</sub> = 14.5 J/mol) and negative ΔH° (-21841 Jmol<sup>−1</sup>) indicate that the adsorption is exothermic. In addition, the ANN model using <em>trainLM</em> with <em>log-sigmoid</em> showed the best adsorption efficiency prediction compared to ANFIS based on speed and statistic indicators. In conclusion, ANN can give a heuristic prediction necessary for making critical decisions about the adsorption process. Also, the utilization of WH-AC can guarantee a green solution for WH management and water purification.</div></div>","PeriodicalId":100958,"journal":{"name":"Next Materials","volume":"9 ","pages":"Article 100997"},"PeriodicalIF":0.0,"publicationDate":"2025-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144750697","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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