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Keywords = central composite design

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30 pages, 431 KB  
Systematic Review
Rheological Modeling in Recycled Polyolefin Systems: A Systematic Review of Model Classification, Applicability, and Limitations for Eco-Composite Design
by Genaro Spíndola-Barrón, Juvenal Rodríguez-Resendiz and Eric Leonardo Huerta-Manzanilla
Eng 2026, 7(5), 214; https://doi.org/10.3390/eng7050214 - 1 May 2026
Abstract
The application of rheological modeling in polyolefin-based systems has gained increasing attention in the context of sustainable materials and circular economy strategies. In particular, the use of recycled polyolefins reinforced with lignocellulosic fillers presents significant opportunities, but also introduces challenges associated with structural [...] Read more.
The application of rheological modeling in polyolefin-based systems has gained increasing attention in the context of sustainable materials and circular economy strategies. In particular, the use of recycled polyolefins reinforced with lignocellulosic fillers presents significant opportunities, but also introduces challenges associated with structural heterogeneity, degradation, and variability in processing behavior. Despite rheology’s central role in linking structure, processing, and properties, its use as a predictive tool in recycled systems remains insufficiently systematized. This work presents a systematic review conducted according to PRISMA guidelines to analyze the use of rheological models in polyolefin-based systems, with particular emphasis on their applicability to recycled materials and composite formulations. We analyze 50 studies using a structured data extraction protocol. The results show that rheological modeling approaches can be organized into a hierarchical framework ranging from indirect flow parameters and generalized Newtonian fluid models to viscoelastic, structural, multiscale, and hybrid approaches. However, these approaches are not evenly distributed across system types. Advanced models are predominantly applied to compositionally controlled systems, whereas recycled and post-consumer polyolefins are mainly addressed using simplified models or experimental characterization. The analysis further indicates that rheology is primarily used for data fitting and process simulation, with limited application as a predictive tool for material formulation. Quantitative trends reported in the literature indicate that filler incorporation typically increases viscosity by approximately 20–200%, depending on filler content, dispersion quality, and interfacial interactions. However, variability in experimental conditions and material heterogeneity significantly limits cross-study comparability. From a mechanistic perspective, the main limitation lies not in the availability of rheological models but in their adaptability to heterogeneous systems characterized by variable composition, degradation, and limited experimental accessibility. This review identifies a gap between the development of rheological models and their application in recycled polyolefin systems. Future progress on eco-composite design will require further development of integrative approaches that balance physical insight, predictive capability, and experimental feasibility. In this context, rheology should be repositioned from a post-characterization technique to a central tool for the design and optimization of sustainable polymer composites. From an applied perspective, these findings support the use of rheological parameters as practical indicators for guiding formulation strategies and optimizing processing conditions in recycled polyolefin-based materials. Full article
(This article belongs to the Section Chemical, Civil and Environmental Engineering)
14 pages, 6612 KB  
Article
A Silicon MEMS-Based Fiber-Optic Fabry–Perot Underwater Acoustic Sensor with a Micro-Perforated Central-Bossed Diaphragm
by Zijian Feng, Jun Wang, Huarui Wang, Qianyu Ren, Jia Liu, Haiyang Wang and Pinggang Jia
Photonics 2026, 13(5), 443; https://doi.org/10.3390/photonics13050443 - 1 May 2026
Abstract
To address the demand for underwater acoustic detection with hydrostatic pressure resistance, this paper proposes a fiber-optic Fabry–Perot (F-P) underwater acoustic sensor based on micro-electromechanical system (MEMS) technology. According to the F-P interference principle, the diaphragm deforms under acoustic pressure, inducing variations in [...] Read more.
To address the demand for underwater acoustic detection with hydrostatic pressure resistance, this paper proposes a fiber-optic Fabry–Perot (F-P) underwater acoustic sensor based on micro-electromechanical system (MEMS) technology. According to the F-P interference principle, the diaphragm deforms under acoustic pressure, inducing variations in the F-P cavity length which modulate the interference spectrum and enable the measurement of underwater acoustic signals. A sensing diaphragm with a composite structure consisting of a central boss and a micro-hole array is designed, which improves the optical signal quality while reducing the influence of the pressure difference between the inner and outer surfaces of the diaphragm on sensor operation. MEMS fabrication, computer numerical control (CNC) machining, and laser fusion splicing technologies are employed to achieve batch fabrication of the sensing units and adhesive-free integration of the sensor. Experimental results show that the proposed sensor exhibits a flat frequency response within ±1.5 dB over the range of 1 kHz to 10 kHz, with an average signal-to-noise ratio (SNR) of 86.35 dB. The sensitivity reaches −181.79 dB re 1 rad/μPa at 10 kHz, with a maximum nonlinearity of 0.48% F.S., a repeatability error of 0.15% F.S. and a dynamic range of 100.83 dB. The proposed sensor features miniaturization, high consistency, hydrostatic pressure self-balancing capability, and immunity to electromagnetic interference, providing a solid foundation for hydrostatic-pressure-resistant underwater acoustic measurements in deep-sea environments. Full article
(This article belongs to the Special Issue Recent Research on Optical Sensing and Precision Measurement)
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18 pages, 5373 KB  
Article
Multi-Objective Optimization of Laser Cladding Parameters for Stellite 12 Coatings Using Central Composite Design (CCD)
by Hao Zhang and Yang Zhang
Coatings 2026, 16(5), 537; https://doi.org/10.3390/coatings16050537 - 30 Apr 2026
Abstract
The research investigates the influence of laser-cladding parameters in WC9 steel-surface multi-track Stellite 12 alloy coatings. Mathematical models of penetration depth, grain size, and microhardness in the coating were developed by Central Composite Design with altering of the input laser power, scanning speed, [...] Read more.
The research investigates the influence of laser-cladding parameters in WC9 steel-surface multi-track Stellite 12 alloy coatings. Mathematical models of penetration depth, grain size, and microhardness in the coating were developed by Central Composite Design with altering of the input laser power, scanning speed, powder feed rate, and overlapping rate. Response Surface Methodology was used to analyze the correlation of different processing parameters affecting the selected responses. A coating with penetration depth was achieved by significantly reducing the laser power and overlap ratio while increasing the powder feed rate. Appropriately reducing the laser power while increasing the powder feed rate effectively refined the grain size of the Stellite 12 alloy coating. Higher microhardness in the coating was obtained by appropriately increasing the powder feed rate and scanning speed while reducing the laser power. Afterwards, a desired processing parameters set was obtained through optimization with the target of minimizing the penetration depth and grain size and maximizing the microhardness. Experimental validation with this processing parameter setup provided satisfactory coating, and the error rate for the penetration depth, grain size, and microhardness was 9.66%, 7.36%, and 5.46%, respectively. This paper provides the theoretical guidance for the prediction and control of the penetration depth, grain size, and microhardness in WC9 steel-surface multi-track laser cladding with the Stellite 12 alloy. Full article
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17 pages, 677 KB  
Review
Targeting the Gut–Kidney–Heart Axis in Chronic Kidney Disease: The Mediterranean Diet as a Strategy to Reduce Uremic Toxins and Cardiovascular Risk
by Josipa Radić, Tina Bečić, Marijana Vučković, Ivana Jukić, Jonatan Vuković, Damir Fabijanić and Mislav Radić
Nutrients 2026, 18(9), 1451; https://doi.org/10.3390/nu18091451 - 30 Apr 2026
Abstract
Chronic kidney disease (CKD) is associated with a markedly increased risk of cardiovascular (CV) morbidity and mortality that cannot be fully explained by traditional risk factors. Emerging evidence highlights the central role of the gut–kidney–heart axis, whereby gut microbiota dysbiosis promotes the generation [...] Read more.
Chronic kidney disease (CKD) is associated with a markedly increased risk of cardiovascular (CV) morbidity and mortality that cannot be fully explained by traditional risk factors. Emerging evidence highlights the central role of the gut–kidney–heart axis, whereby gut microbiota dysbiosis promotes the generation and systemic accumulation of uremic toxins, including indoxyl sulfate (IS), p-cresyl sulfate (PCS), and trimethylamine N-oxide (TMAO). These metabolites contribute to endothelial dysfunction, oxidative stress, inflammation, and vascular remodeling, thereby accelerating CV disease progression in CKD. Dietary patterns represent a key modifiable factor influencing gut microbiota composition and metabolic activity. The Mediterranean diet, characterized by high intake of plant-based foods, dietary fiber, and polyphenols, and low consumption of red and processed meats, has emerged as a promising microbiota-targeted strategy. It promotes saccharolytic fermentation, enhances short-chain fatty acid production, and reduces proteolytic pathways responsible for uremic toxin generation. Accumulating evidence from observational studies, meta-analyses, and dietary intervention trials suggests that adherence to Mediterranean and plant-based dietary patterns is associated with reduced uremic toxin burden, improved renal outcomes, and lower CV risk in CKD populations. However, direct interventional evidence linking Mediterranean diet adherence to changes in specific uremic toxin levels remains limited. This narrative review summarizes current evidence on diet–microbiota interactions in CKD and highlights the Mediterranean diet as a biologically plausible strategy for targeting the gut–kidney–heart axis. Future well-designed randomized controlled trials (RCTs) are needed to confirm causal relationships and support clinical implementation. Full article
(This article belongs to the Special Issue Clinical Outcomes and Emerging Evidence on the Mediterranean Diet)
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24 pages, 7475 KB  
Review
Cellulose-Based Composite Hydrogels for Heavy Metal Ion Removal: Recent Advances and Engineering Perspectives
by Xiaobo Xue, Jihang Hu, Panrong Guo, Liyun Wang, Luohui Wang, Youming Dong, Fei Xiao, Cheng Li and Shen Ding
Gels 2026, 12(5), 380; https://doi.org/10.3390/gels12050380 - 30 Apr 2026
Abstract
With the rapid intensification of industrial and agricultural activities, water contamination by heavy metal ions has emerged as a critical global challenge, gravely imperiling ecosystem stability and public health. Among the various remediation technologies, adsorption has been widely adopted due to its high [...] Read more.
With the rapid intensification of industrial and agricultural activities, water contamination by heavy metal ions has emerged as a critical global challenge, gravely imperiling ecosystem stability and public health. Among the various remediation technologies, adsorption has been widely adopted due to its high efficiency, low-cost water treatment, and simplicity of operation. However, conventional inorganic or synthetic adsorbents often exhibit poor degradability and pose a risk of secondary contamination, substantially limiting their sustainable application. Consequently, the development of environmentally benign and renewable adsorbent materials has become a central research focus in this field. Recently, cellulose-based composite hydrogels, derived from renewable resources and characterized by excellent eco-friendliness and highly tunable three-dimensional porous structures, have attracted considerable attention as promising green adsorption materials. These hydrogels demonstrate outstanding performance in the efficient sequestration of heavy metal contaminants from aqueous environments. This review systematically summarizes recent advances in cellulose-based composite hydrogels for heavy metal removal, to elucidate the structure–performance relationships linking material fabrication strategies, structural modulation, and adsorption efficiency. First, we outline the principal construction approaches, including physical crosslinking, chemical modification, and supramolecular self-assembly, and comprehensively analyze how different synthesis routes regulate pore architecture, mechanical properties, and the distribution of surface functional groups. Second, the underlying adsorption mechanisms, primarily coordination complexation, electrostatic interactions, and ion exchange, are discussed in detail. Finally, recent studies on the adsorption of cationic heavy metals (e.g., Pb(II), Cu(II), and Cd(II)) and anionic oxyanions (e.g., As(III) and Cr(VI)) are critically reviewed, with particular emphasis on the relationships between selective adsorption performance, material design principles, and specific recognition mechanisms. Overall, this review provides a theoretical foundation and practical guidance for the design and development of next-generation water treatment materials with high adsorption capacity, excellent selectivity, non-toxicity, and strong environmental compatibility, followed by future research recommendations. Full article
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23 pages, 2411 KB  
Article
Point-Line Conductive Networks via Carbon Black/Multi-Walled Carbon Nanotube Hybrid Fillers and Surfactant Modification in Silicone Rubber Electromagnetic Shielding Composites
by Yunfei Cheng, Yilin Liu, Zhe Chen, Li Liu, Baogang Zhang and Yongtao Qu
Polymers 2026, 18(9), 1093; https://doi.org/10.3390/polym18091093 - 30 Apr 2026
Abstract
Constructing efficient conductive networks in flexible polymer matrices remains a central challenge in electromagnetic interference (EMI) shielding material design. In this work, a ‘point-line’ hybrid filler system combining conductive carbon black (CB) and multi-walled carbon nanotubes (MWCNTs) was incorporated into a silicone rubber [...] Read more.
Constructing efficient conductive networks in flexible polymer matrices remains a central challenge in electromagnetic interference (EMI) shielding material design. In this work, a ‘point-line’ hybrid filler system combining conductive carbon black (CB) and multi-walled carbon nanotubes (MWCNTs) was incorporated into a silicone rubber matrix to systematically engineer the conductive network architecture. By optimising the CB/MWCNT blending ratio, a composite with a tensile strength of 8.5 MPa, elongation at break of 180%, and EMI shielding effectiveness of 50 dB was achieved at a 1:1 weight ratio. Further surface modification of the hybrid fillers using five surfactants, including sodium dodecylbenzene sulfonate (SDBS), cetyltrimethylammonium bromide (CTAB), polyvinylpyrrolidone (PVP), nonylphenol ethoxylate (NPEO), and octylphenol ethoxylate (OPEO), was systematically investigated. OPEO modification was proved the most effective, improving EMI shielding performance to 58 dB while enhancing tensile strength by 11.8% and elongation at break by 50%. These results demonstrate that rational filler hybridisation combined with targeted surfactant modification offers a practical and scalable route to high-performance flexible EMI shielding composites. Full article
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17 pages, 2361 KB  
Communication
A New Paradigm of Magnetron Target Design
by Viktor I. Shapovalov, Daniil S. Sharkovskii, Joshua K. Zephaniah and Arseniy V. Nikolaev
Nanomaterials 2026, 16(9), 543; https://doi.org/10.3390/nano16090543 - 29 Apr 2026
Viewed by 28
Abstract
This communication discusses the problem of depositing equiatomic metal alloy films. It is shown that this problem can be solved using a magnetron equipped with a target constructed using a new “multilayer target” paradigm. This target, sputtered in an argon environment, consists of [...] Read more.
This communication discusses the problem of depositing equiatomic metal alloy films. It is shown that this problem can be solved using a magnetron equipped with a target constructed using a new “multilayer target” paradigm. This target, sputtered in an argon environment, consists of several parallel metal plates mounted on the magnetron axis. A method based on the equality of the sputtered fluxes generated by the plates is proposed for calculating the geometric dimensions of the plates. This equality leads to a system of algebraic equations, which are proposed to be solved under the assumption of a uniform discharge current density distribution in the sputtering region of the target. The communication describes two types of targets in which the plates have slots of different shapes. In one case, the slots are shaped as sectors of a ring with a given angle. In the other, the plates are shaped as rings. As examples, the geometric dimensions of targets for a balanced magnetron system intended for the deposition of films of equiatomic Ti0.33Ta0.33Nb0.33 and Ti0.25Ta0.25Nb0.25Mo0.25 alloys are calculated. The presentation is accompanied by the results of individual experiments. This report is preliminary in nature; experimental verification is ongoing. The application of the new paradigm in magnetron target design facilitates the fabrication of films of nanostructured medium- and high-entropy alloys with specified chemical compositions, which is the central theme of the Special Issue devoted to functional nanomaterials. Full article
(This article belongs to the Special Issue Preparation, Properties and Applications of Nanostructured Thin Films)
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51 pages, 9789 KB  
Article
High-Capacity Be(II) Adsorption by a Multidentate TFP-HEDA Adsorbent: Mechanistic Insight and Statistical Validation
by Gamal M. A. Mahran and Mohamed A. Gado
Materials 2026, 19(9), 1805; https://doi.org/10.3390/ma19091805 - 28 Apr 2026
Viewed by 114
Abstract
The selective removal of beryllium from aqueous matrices remains a critical environmental and industrial challenge due to beryllium’s extreme toxicity, strong hydration chemistry, and the difficulty of separating Be2+ from chemically similar cations such as Al3+. In this study, a [...] Read more.
The selective removal of beryllium from aqueous matrices remains a critical environmental and industrial challenge due to beryllium’s extreme toxicity, strong hydration chemistry, and the difficulty of separating Be2+ from chemically similar cations such as Al3+. In this study, a novel multidentate Schiff-base porous organic adsorbent, TFP-HEDA, was synthesized by condensation of 2,4,6-trihydroxybenzene-1,3,5-tricarbaldehyde (TFP) with N-(2-hydroxyethyl)ethylenediamine (HEDA) followed by urethane post-functionalization and systematically characterized by FTIR, 1H/13C NMR, MALDI-TOF MS, elemental analysis, BET surface area analysis (617 m2 g−1), PXRD, and XPS. Batch adsorption experiments demonstrated rapid Be2+ uptake, achieving 90% removal within 20 min and equilibrium within 30 min. Among the isotherm models evaluated, the Langmuir model yielded the highest statistical consistency (R2 = 0.9835, RMSE = 5.15 mg g−1, χ2 = 1.137) with a predicted maximum adsorption capacity of 163.93 mg g−1 agreeing closely with the experimental value of 163.67 ± 6.42 mg g−1 (deviation < 0.2%); this mathematical adequacy is interpreted as compatibility with a finite, saturable set of inner-sphere coordination sites rather than confirmation of a flat, energetically uniform surface, with chemisorption independently and more rigorously established by Dubinin–Radushkevich analysis (E = 28.87 kJ mol−1) and post-adsorption FTIR and XPS evidence. Dubinin–Radushkevich analysis confirmed a chemisorption mechanism with mean adsorption energy E = 28.87 kJ mol−1, consistent with inner-sphere Be2+–O/N coordination. Process optimization using response surface methodology based on a central composite design achieved 99% Be2+ removal at pH 5, an adsorbent dose of 60 mg/20 mL, and a contact time of 30 min (R2 = 0.9892). Post-adsorption FTIR, XPS, BET, and TGA characterization confirmed framework integrity and the inner-sphere multidentate coordination mechanism. TFP-HEDA retained 82.4% of its initial capacity after nine adsorption–desorption cycles, demonstrating practical regenerability for Be2+ recovery applications. Full article
(This article belongs to the Section Materials Chemistry)
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26 pages, 2026 KB  
Article
Response Surface Optimization of Electrocoagulation for Color Removal and COD Reduction in Textile Wastewater
by Henry Michel Zelada Romero, Cristina Vázquez, Alexei Eduardo Zelada Romero, Jesús Rascón, Lily Juarez-Contreras and Juan Carlos Altamirano-Oporto
Symmetry 2026, 18(5), 756; https://doi.org/10.3390/sym18050756 - 28 Apr 2026
Viewed by 79
Abstract
Textile wastewater contains recalcitrant dyes and organic matter, requiring efficient, scalable treatment technologies. This study optimized an aluminum-based electrocoagulation (EC) process to maximize color removal (Y1) and chemical oxygen demand (COD) reduction (Y2) using synthetic textile wastewater (SWW), and [...] Read more.
Textile wastewater contains recalcitrant dyes and organic matter, requiring efficient, scalable treatment technologies. This study optimized an aluminum-based electrocoagulation (EC) process to maximize color removal (Y1) and chemical oxygen demand (COD) reduction (Y2) using synthetic textile wastewater (SWW), and evaluated the practical transferability of the optimized conditions using real textile wastewater (RTW). A rotatable central composite design (CCD) coupled with response surface methodology (RSM) was used to assess the effects of treatment time, NaCl concentration, and applied voltage on both responses. From a modeling perspective, the results reveal the coexistence of symmetric and asymmetric response behaviors; quadratic effects define locally symmetric regions around the optimum, while interaction terms introduce asymmetry due to coupled electrochemical phenomena. Under the optimized conditions (16.5 min, 2.9 g·L−1 NaCl, 18 V), removal efficiencies reached 99% for color and 97% for COD reduction, with a specific energy consumption of 6.6 kWh·m−3 and sludge moisture content of 92–94%. To assess applicability beyond bench scale, the optimized voltage, current, and electrolyte concentration were applied to a 50 L batch of RTW collected from the final rinsing stage of a denim dyeing process. Treatment time was extended to 84 min to compensate for the lower current density at the larger scale; under these conditions, 95% color removal and 80% COD reduction were achieved. Full article
(This article belongs to the Special Issue Studies of Symmetry and Asymmetry in Electrochemistry)
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13 pages, 1453 KB  
Article
Effects of Date Extract Addition on Kinetic and Physicochemical Parameters of Sour Craft Beer Fermented with Lachancea spp. Under Optimal Conditions
by Ulin Antobelli Basilio-Cortes, Lourdes González-Salitre, David Cervantes-García, Ricardo Torres-Ramos, Mary Triny Beleño-Cabarcas, Dagoberto Durán-Hernández, José Gregorio Joya-Davila and Henry López López
AppliedChem 2026, 6(2), 26; https://doi.org/10.3390/appliedchem6020026 - 28 Apr 2026
Viewed by 89
Abstract
The style of a beer is determined by the combination of malts and hops, and the type of yeast used. The incorporation of date fruits into the fermentation process with non-conventional yeasts such as Lachancea spp. results in effective fermentation, influencing the kinetic [...] Read more.
The style of a beer is determined by the combination of malts and hops, and the type of yeast used. The incorporation of date fruits into the fermentation process with non-conventional yeasts such as Lachancea spp. results in effective fermentation, influencing the kinetic parameters of yeast growth and prompting different physicochemical properties in the resulting beverage. The brewing process for a sour beer with Lachancea spp. yeast was optimized using a central composite rotational design and response surface methodology, and the growth kinetics were calculated. The optimal conditions required 500 g of dates, incorporated 59.46 h after starting the fermentation process. The results revealed a total phenolic content of 254.81 mg GAE/g, and the amount of titratable acidity was 2.66%. Under favorable operating conditions, the growth kinetic parameters of Lachancea spp. yeast revealed a rate of 0.78 μ.h−1 and a growth constant of 3.29 k (g/h). The addition of dates 60 h into fermentation with Lachancea spp. allows for technical control of acidity and efficient fermentation kinetics for the creation of sour craft beers. Full article
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19 pages, 3171 KB  
Article
Schizophyllan Optimization and Production in Submerged Cultures of Different Schizophyllum commune Isolates Collected in Thailand
by Soravit Chaimongkol, Wittayothin Yingkulchao, Nattawut Rungjindamai, Nguyen Tai Toan, Borworn Werapan, Kwanruthai Malairuang, Phongsawat Khamsuntorn, Sayanh Somrithipol, Somjit Komwijit, Sujinda Sommai, Umpawa Pinruan and Wai Prathumpai
J. Fungi 2026, 12(5), 321; https://doi.org/10.3390/jof12050321 - 28 Apr 2026
Viewed by 330
Abstract
Twenty strains of Schizophyllum commune from the BIOTEC culture collection were selected for this study. S. commune is characterized by white to gray fan-shaped caps with lobed margins and distinctive split gills. Phylogenetic analysis of combined LSU rDNA and ITS rDNA sequences data [...] Read more.
Twenty strains of Schizophyllum commune from the BIOTEC culture collection were selected for this study. S. commune is characterized by white to gray fan-shaped caps with lobed margins and distinctive split gills. Phylogenetic analysis of combined LSU rDNA and ITS rDNA sequences data using maximum parsimony placed the fungi in a strongly supported clade with S. commune. All strains were primarily screened for exopolysaccharide (EPS) and biomass production using potato dextrose broth (PDB) and peptone yeast glucose medium (PYGM) in 250 mL flasks shaken at 200 rpm for 7 days. The results revealed three strains with high EPS production, each exceeding 2.3 g/L, namely MMCR00487, MMCR00474 and MMCR00256. These strains were selected for media optimization using a Plackett–Burman design. Among them, MMCR00256 exhibited the highest EPS yield of 8.34 ± 1.47 g/L, followed by MMCR00487 and MMCR00474. Therefore, the strain MMCR00256 was further optimized by central composite design. The results revealed that the optimized medium for MMCR00256 increased the production of EPS to 10.39 ± 1.69 g/L, with a biomass yield of 26.28 ± 1.63 g/L (395 mg/g). The 5 L bioreactor optimization tested two inoculum types (mycelial and pellet) and two media (CCD and estimated) using strain MMCR00256. The mycelial inoculum grown in the estimated medium produced the highest EPS yield of 8.37 ± 0.26 g/L after 3 days, with 13.56 ± 2.94 g/L biomass. In conclusion, this study demonstrates that S. commune MMCR00256, when cultivated using the estimated medium and mycelial inoculum, can achieve enhanced exopolysaccharide production with improved efficiency, highlighting its significant potential for the development of efficient and scalable schizophyllan production processes at the industrial scale. Furthermore, this study provides essential insights into the cultivation and optimization of schizophyllan in S. commune. Full article
(This article belongs to the Special Issue Research Progress on Edible Fungi)
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31 pages, 6921 KB  
Article
RSM-Based Modelling and Optimization of the Synergistic Effects of Waste Tyre Metal Fibre on the Electrical Resistivity and Mechanical Properties of Asphalt Mixes
by Arsalaan Khan Yousafzai, Muhammad Imran Khan, Mohamed Mubarak Abdul Wahab, Jacob Adedayo Adedeji, Xoliswa Evelyn Feikie and Nura Shehu Aliyu Yaro
Polymers 2026, 18(9), 1042; https://doi.org/10.3390/polym18091042 - 25 Apr 2026
Viewed by 595
Abstract
The disposal of waste tyres presents a significant environmental challenge, necessitating sustainable, high-value recycling solutions. This study explores the incorporation of waste tyre metal fibre (WTMF) into hot mix asphalt (HMA) to enhance mechanical performance while reducing its electrical resistivity as well as [...] Read more.
The disposal of waste tyres presents a significant environmental challenge, necessitating sustainable, high-value recycling solutions. This study explores the incorporation of waste tyre metal fibre (WTMF) into hot mix asphalt (HMA) to enhance mechanical performance while reducing its electrical resistivity as well as the landfill burden. The primary goal of this research is to apply response surface methodology (RSM) to experimental data for modelling and optimizing WTMF-modified HMA mixes by capturing the coupled effects of fibre reinforcement and binder content on mechanical and functional performance. The microstructural characteristics of WTMF were examined using scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy (EDS), and X-ray diffraction (XRD). WTMF-modified mixes containing five WTMF dosages (from 0% to 1.50%) and bitumen contents from 4% to 6% were prepared and tested in the laboratory. The resulting dataset was used for RSM modelling, with WTMF and bitumen contents as input factors and Marshall stability, flow, porosity, and electrical resistivity as response variables. The central composite design (CCD) technique was employed to quantify interaction effects and to identify statistically significant trends. The developed models were validated using statistical indicators, and optimal mixture compositions were determined and experimentally verified. Microstructural analysis revealed WTMF’s irregular, rough surface with microcracks and pits, aiding crack-bridging and stress transfer. RSM results indicated 0.71% WTMF and 5.1% bitumen as an optimal combination of factors. Furthermore, high R2 (>0.80) and adequate precision (>4.0) values from analysis of variance (ANOVA) underscore the significance of the proposed models, revealing a robust correlation between experimental and predicted data. This study demonstrated WTMF’s potential to be used in conventional HMA mixes, offering a sustainable recycling pathway for waste tyres. Full article
(This article belongs to the Special Issue Polymer Composites in Construction Materials)
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21 pages, 8003 KB  
Article
Design and Validation of Segmented CFRP Lamella-Based Composite End Shield for Bearing Current Mitigation
by Jiří Sika, Michal Křížek, Tomáš Kavalír and Bohumil Skala
Machines 2026, 14(5), 483; https://doi.org/10.3390/machines14050483 (registering DOI) - 24 Apr 2026
Viewed by 124
Abstract
This study addresses the premature failure of electric motor bearings caused by inverter-induced parasitic currents. We propose a novel segmented end shield design utilizing 24 carbon fiber-reinforced polymer (CFRP) lamellae to provide both structural support and galvanic isolation. The “main working” of the [...] Read more.
This study addresses the premature failure of electric motor bearings caused by inverter-induced parasitic currents. We propose a novel segmented end shield design utilizing 24 carbon fiber-reinforced polymer (CFRP) lamellae to provide both structural support and galvanic isolation. The “main working” of the design relies on a segmented architecture where the lamellae are adhesively bonded between a central bearing housing and an outer mounting flange, creating a high-impedance path that interrupts circulating currents. Experimental validation focused on both mechanical stability and dielectric performance. Results indicate that the assembly maintains rotor positional integrity under nominal loads while providing an insulation resistance > 1 GΩ at 1 kV and a structural capacitance of 2.47 nF. These parameters effectively mitigate low-frequency circulating currents. Data analysis, derived from the mean values of repeated test cycles, confirms that the composite architecture serves as a viable, mechanically robust alternative to conventional metallic end shields. Full article
(This article belongs to the Section Machine Design and Theory)
19 pages, 4897 KB  
Article
Response Surface-Based Predictive Modeling of Cavitation Damage in Morning-Glory Spillways Under Uncertainty
by Masoud Ghaffari, Mehdi Azhdary Moghaddam, Gholamreza Aziziyan and Mohsen Rashki
Modelling 2026, 7(3), 78; https://doi.org/10.3390/modelling7030078 - 23 Apr 2026
Viewed by 233
Abstract
Cavitation damage poses a serious threat to the reliability of morning-glory spillways. This study aims to develop a reliability framework for predicting cavitation damage probability under uncertain operational conditions for the Haraz Dam spillway. Cavitation analysis in such structures exhibits inherent nonlinearity and [...] Read more.
Cavitation damage poses a serious threat to the reliability of morning-glory spillways. This study aims to develop a reliability framework for predicting cavitation damage probability under uncertain operational conditions for the Haraz Dam spillway. Cavitation analysis in such structures exhibits inherent nonlinearity and uncertainty, complicating accurate damage prediction. This study incorporates model uncertainties to assess cavitation responses at multiple points on the Haraz Dam morning-glory spillway. Three-dimensional flow simulations were performed using Computational Fluid Dynamics (CFD) and validated against an experimental model from the Iran Water Research Institute, showing satisfactory agreement. Statistical parameters and probability density functions (PDFs) for key uncertainties were determined using the Shapiro–Wilk test. A total of 35 simulation runs, designed via the Central Composite Design (CCD) method, were conducted using Latin Hypercube Sampling (LHS). These simulations incorporated inter-uncertainty correlations and predicted cavitation damage responses at ten critical spillway locations through Response Surface Methodology (RSM). Both linear and second-order response functions were formulated based on interactions among model uncertainties. The results indicated a strong correlation (R2 > 0.95) between numerical model outputs and RSM predictions, with the maximum RSM errors remaining within acceptable thresholds. Among the uncertainty factors, the inflow velocity demonstrated the highest contribution (>50%) to cavitation damage responses. These outcomes advance the understanding of cavitation mechanisms and provide a reliable methodology for evaluating damage risks in morning-glory spillways under uncertain operational conditions. Full article
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8 pages, 2321 KB  
Proceeding Paper
Characterization of Dissimilar Titanium–Carbon Fiber Joints Manufactured by One-Shot Resin Transfer Molding for Aerospace Components
by Mario Román Rodríguez, Cristian Builes Cárdenas, Elena Rodríguez Senín and Adrián López González
Eng. Proc. 2026, 133(1), 37; https://doi.org/10.3390/engproc2026133037 - 22 Apr 2026
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Abstract
The CAELESTIS project aims to promote the development and design of innovative aircraft and engine structures through an integrated ecosystem of simulations and digital tools, enabling synergy across all stages of the manufacturing process. The component selected was an Outlet Guide Vane (OGV), [...] Read more.
The CAELESTIS project aims to promote the development and design of innovative aircraft and engine structures through an integrated ecosystem of simulations and digital tools, enabling synergy across all stages of the manufacturing process. The component selected was an Outlet Guide Vane (OGV), a static engine part composed of a central composite section and titanium inserts at both ends, joined in a single manufacturing step. A detailed investigation of the joints between these materials was carried out using surface treatments of different natures to evaluate properties that directly influence the final joint quality. Optical analysis techniques were employed to characterize the morphology, roughness and surface free energy (SFE), complemented by mechanical tests to determine the adhesion and shear strength. All specimens were manufactured using the Resin Transfer Molding (RTM) “one-shot” process. Full article
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