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36 pages, 4934 KB  
Article
Protocol Proposal and Molecular Docking Mechanistic Elucidation of an Ecological Tanning Process for Fish Skin
by Marilia Inês Soares Ferrante, Juan Philippe-Teixeira, Kátia Kalko Schwarz, Daniel Pedro Willemann, Paulo Cezar Bastianello Campagnol and Márcio Vargas-Ramella
Processes 2026, 14(7), 1173; https://doi.org/10.3390/pr14071173 - 5 Apr 2026
Viewed by 274
Abstract
Chrome tanning of fish skins generates hazardous effluents and carcinogenic Cr(VI) residues; chromium-free routes to valorize collagen-rich by-products from aquaculture and coastal fisheries are therefore needed. We report a 12-stage ecological protocol employing acetic acid/NaCl pickling, Acacia mearnsii tannin, A. podalyriifolia retanning, mashed-papaya [...] Read more.
Chrome tanning of fish skins generates hazardous effluents and carcinogenic Cr(VI) residues; chromium-free routes to valorize collagen-rich by-products from aquaculture and coastal fisheries are therefore needed. We report a 12-stage ecological protocol employing acetic acid/NaCl pickling, Acacia mearnsii tannin, A. podalyriifolia retanning, mashed-papaya enzymatic bating, and cinnamon as antimicrobial/odor adjunct, scaled from bench to pilot using exclusively locally sourced inputs, for Nile tilapia (Oreochromis niloticus) and Patagonian flounder (Paralichthys patagonicus). Three trained operators evaluated macroscopic quality against five predefined criteria adapted from SATRA and ISO 3376 grading conventions, providing a structured feasibility baseline that does not substitute for the standardized instrumental testing designated as priority future work. Both species achieved satisfactory grain stability, complete tannin penetration, pliable handle, and cinnamon-dominant odor without residual amines; dark-brown coloration is a recognized practical limitation for fashion applications. In silico molecular docking (GNINA v1.0) was used to explore the mechanistic plausibility of each ecological substitution, generating testable hypotheses rather than definitive mechanistic conclusions: the multidentate polyphenol proxy (PGG) exhibited consistently superior collagen engagement over the flavanol monomer across both collagen constructs and all three scoring metrics (1CAG: Vina affinity −5.51 ± 0.13 vs. −3.54 ± 0.35 kcal/mol; CNNscore 0.874 ± 0.009 vs. 0.771 ± 0.010; 7CWK: Vina affinity −6.98 ± 1.43 vs. −4.37 ± 0.16 kcal/mol; CNNscore 0.858 ± 0.024 vs. 0.635 ± 0.094). Dipeptide probes were reproducibly accommodated in the papain catalytic cleft, with the closest configuration reaching 3.997 Å from the catalytic nucleophile (OCS25-SG). Trans-cinnamaldehyde occupied the quorum-sensing pocket with reproducible placement (CNNscore 0.718 ± 0.034) but without score-based selectivity over structural decoys, a result interpreted as hypothesis-generating for future microbiological validation. The protocol is reproducible from bench to pilot and generalizable across two species with distinct dermal architectures. Quantitative physical-mechanical testing (shrinkage temperature, tensile strength, elongation, tear load), CIELab colorimetric analysis, and effluent characterization (COD, BOD5, total phenolics) are designated as priorities for future validation. Full article
(This article belongs to the Special Issue Chemical Insights into Food Antioxidants)
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19 pages, 4097 KB  
Article
The Effect of Aging Time on the Hardening of Adhesives for Retard-Bonded Prestressed Tendon
by Qian-Feng Wei, Xian-Hua Li, Fang-Xin Jiang, Pei-Xun Li, Huan-Lin Guo, Shang-Zhi Chen, Liang Wu and Hai-Yu Cui
Buildings 2026, 16(7), 1438; https://doi.org/10.3390/buildings16071438 - 5 Apr 2026
Viewed by 150
Abstract
This study investigates the hardening behavior of adhesives used in retard-bonded prestressed tendons, with a focus on establishing a quantitative relationship between aging time and Shore hardness to enable rapid on-site assessment of curing degree. Accelerated curing tests were conducted at a constant [...] Read more.
This study investigates the hardening behavior of adhesives used in retard-bonded prestressed tendons, with a focus on establishing a quantitative relationship between aging time and Shore hardness to enable rapid on-site assessment of curing degree. Accelerated curing tests were conducted at a constant temperature of 45 °C on three adhesive series with different standard curing periods. Cone penetration, Shore hardness, and tensile shear strength were measured at regular intervals throughout the curing process. Microstructural evolution was characterized using SEM-EDX. The results show that cone penetration decreases stepwise with aging time, while Shore hardness and tensile shear strength increase monotonically. A significant linear correlation (R2 > 0.995) between Shore hardness and tensile shear strength was observed across all specimens. A novel logarithmic model is proposed to describe the evolution of relative Shore hardness as a function of relative aging time, achieving an R2 of 0.911. This model enables prediction of vadhesive hardness at any given time under 45 °C conditions, providing a practical tool for construction quality control. The findings offer a new pathway for non-destructive evaluation of adhesive curing in retard-bonded prestressed systems. Full article
(This article belongs to the Topic Advanced Composite Materials)
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17 pages, 1873 KB  
Article
Assessment of Air Permeability and Watertightness of Commercial Windows and Doors from the Perspective of Building Envelope Performance
by Milda Jucienė, Jurga Kumžienė, Vaida Dobilaitė and Karolis Banionis
Buildings 2026, 16(7), 1421; https://doi.org/10.3390/buildings16071421 - 3 Apr 2026
Viewed by 206
Abstract
This research investigates the air permeability and watertightness performance of commercially available windows and doors based on laboratory tests conducted in accordance with the EN 1026 and EN 1027 standards. All tests were carried out under controlled environmental conditions, and the results were [...] Read more.
This research investigates the air permeability and watertightness performance of commercially available windows and doors based on laboratory tests conducted in accordance with the EN 1026 and EN 1027 standards. All tests were carried out under controlled environmental conditions, and the results were validated following relevant ISO procedures to ensure reliability and consistency. The tests are essential for evaluating the air permeability and watertightness of commercial windows and doors to ensure the overall performance, energy efficiency, and durability of the building envelope. The results provided consist of 244 samples (93 doors and 151 windows) tested between 2018 and 2025 in an accredited laboratory complying with EN ISO/IEC 17025. The results show that most doors achieved the highest air permeability class (Class 4) according to EN 12207, with shares ranging from 50% to 80% and exceeding 65% in most years. Window performance was similarly strong, with more than 74% of samples classified as Class 4, indicating consistently high airtightness and compliance with stringent energy efficiency requirements. Watertightness tests revealed that 59% of products were resistant to water penetration, while 41% were permeable. Among watertight products, windows predominated (67%), while doors accounted for a larger share of water-permeable cases. The results support informed decision making in manufacturing, construction practices, and early-stage building design, contributing to improved building durability and energy efficiency. Full article
(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
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55 pages, 8610 KB  
Article
Geometry-Optimized Strip Tillage for Improving Soil Physical Quality and Hydraulic Function in Semi-Arid Vineyards
by Yurii Syromiatnykov, Farmon Mamatov, Antonina Sholoiko, Ivan Galych, Dilmurod Irgashev, Khamrokul Ravshanov, Nargiza Ravshanova, Gayrat Ergashov, Yarash Rajabov, Feruza Mukumova, Alisher Suyunov and Bektosh Aliev
Agriculture 2026, 16(7), 751; https://doi.org/10.3390/agriculture16070751 - 28 Mar 2026
Viewed by 271
Abstract
Soil compaction and reduced infiltration capacity are critical constraints limiting soil physical quality and hydraulic functioning in semi-arid vineyard systems subjected to repeated machinery traffic. This study aimed to develop and evaluate a geometry-optimized strip tillage tool designed to improve structural functionality within [...] Read more.
Soil compaction and reduced infiltration capacity are critical constraints limiting soil physical quality and hydraulic functioning in semi-arid vineyard systems subjected to repeated machinery traffic. This study aimed to develop and evaluate a geometry-optimized strip tillage tool designed to improve structural functionality within the compacted root zone while minimizing inter-row disturbance. A U-shaped working body configuration, consisting of two oppositely inclined shanks and a central chisel, was theoretically substantiated and optimized using multifactor analysis. Field experiments were conducted to assess changes in penetration resistance, bulk density, and infiltration rate within the 20–40 cm soil layer under semi-arid conditions. The optimized geometry significantly reduced penetration resistance and bulk density in the trafficked strip, indicating alleviation of mechanical impedance and improved root-relevant physical conditions. Infiltration capacity increased after treatment, indicating enhanced hydraulic continuity within the root zone. Unlike full-width subsoiling, the localized strip intervention preserved inter-row soil stability and limited unnecessary disturbance, which is consistent with conservation-oriented soil management. The results indicate that geometry-optimized strip tillage is associated with improved soil physical quality and hydraulic function within compacted vineyard strips. The operational applicability of the developed implement may also depend on vineyard layout and terrain conditions. The prototype tool was tested under conditions representative of vineyards with standard row spacing and relatively moderate slopes typical for the experimental site. In vineyards with very narrow row spacing, steep slopes, or highly heterogeneous soil conditions, adjustments in working width, shank spacing, or tractor–implement configuration may be required. Future studies should therefore investigate the performance of the optimized geometry under contrasting vineyard configurations, including steep hillside vineyards and high-density planting systems. By linking implement design to quantitative soil structural and hydraulic indicators, this study contributes to the development of vineyard soil management practices for semi-arid perennial cropping systems. Full article
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24 pages, 6552 KB  
Review
Ultrasonic Nondestructive Evaluation of Welded Steel Infrastructure: Techniques, Advances, and Applications
by Elsie Lappin, Bishal Silwal, Saman Hedjazi and Hossein Taheri
Appl. Sci. 2026, 16(7), 3206; https://doi.org/10.3390/app16073206 - 26 Mar 2026
Viewed by 290
Abstract
Welding is a critical joining process in civil and transportation infrastructure, enabling the fabrication of complex steel structural systems used in bridges, buildings, and other essential infrastructures. Despite strict adherence to established welding codes and standards, such as AWS D1.1 and AASHTO/AWS D1.5, [...] Read more.
Welding is a critical joining process in civil and transportation infrastructure, enabling the fabrication of complex steel structural systems used in bridges, buildings, and other essential infrastructures. Despite strict adherence to established welding codes and standards, such as AWS D1.1 and AASHTO/AWS D1.5, welding flaws and service-induced defects can occur in welded components. Cause of defects and their structural impact, along with detection, sizing, and localization of these anomalies and flaws, are crucial for adequate maintenance, repair, or replacement planning without compromising the functionality of in-service components. Among available NDT techniques, ultrasonic testing (UT) remains one of the most widely adopted methods of weld inspection due to its depth of penetration, sensitivity to internal defects, and suitability for field deployment. Recent advancements in ultrasonic technologies, particularly Phased Array Ultrasonic Testing (PAUT), along with its emerging approaches such as Full Matrix Capture (FMC) and the Total Focusing Method (TFM), have significantly enhanced inspection accuracy, repeatability, and interpretability. These techniques enable flexile beam steering, multi-angle interrogation, and improved imaging of complex geometries. This paper presents a comprehensive review of PAUT for the inspection of welded steel infrastructure adhering to the recommendations and requirements of the relevant codes and standards, synthesizing the current literature on PAUT principles, wave modes, probe configurations, and data acquisition strategies. Emphasis is placed on the practical implementation of PAUT in civil infrastructure inspection, its advantages over conventional NDT methods, and its potential to support informed decisions related to quality acceptance, repair, and long-term maintenance planning. This paper concludes by identifying current challenges and future research directions for advanced ultrasonic inspection of welded steel structures. Full article
(This article belongs to the Special Issue Application of Ultrasonic Non-Destructive Testing—Second Edition)
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14 pages, 693 KB  
Article
Influence of White Spot Lesion Severity on the Structural, Optical, and Mechanical Outcomes of Resin Infiltration: An In Vitro Study
by Dan Boariu, Sorana Maria Bucur, Clara Diana Haddad, Elina Teodorescu, Mahmoud El Saafin and Mariana Păcurar
Diagnostics 2026, 16(7), 970; https://doi.org/10.3390/diagnostics16070970 - 24 Mar 2026
Viewed by 252
Abstract
Background and objectives: White spot lesions (WSLs) represent a common enamel demineralization complication associated with fixed orthodontic treatment. Resin infiltration is widely used as a minimally invasive approach to arrest lesion progression and improve esthetics; however, the influence of lesion severity on treatment [...] Read more.
Background and objectives: White spot lesions (WSLs) represent a common enamel demineralization complication associated with fixed orthodontic treatment. Resin infiltration is widely used as a minimally invasive approach to arrest lesion progression and improve esthetics; however, the influence of lesion severity on treatment effectiveness remains insufficiently understood. This in vitro study aimed to investigate how different severities of white spot lesions influence the structural, optical, and mechanical outcomes of resin infiltration. Materials and Methods: Ninety extracted human premolars were subjected to controlled acidic demineralization to produce mild, moderate, and severe lesions. All specimens were treated using a standardized resin infiltration protocol. Lesion depth, resin penetration, optical masking effect (ΔE), and surface microhardness were evaluated using confocal microscopy, spectrophotometry, and Vickers hardness testing. Results: Lesion depth increased significantly with demineralization duration (p < 0.001). Resin penetration showed a strong positive correlation with lesion depth (r = 0.81), while infiltration efficiency was highest in moderate lesions. Optical masking effectiveness decreased significantly with increasing lesion severity (p < 0.01). Surface microhardness improved significantly after infiltration in all groups, with the greatest recovery observed in moderate lesions. Conclusions: Lesion severity significantly influences the structural, optical, and mechanical outcomes of resin infiltration. Early and moderately developed WSLs respond more favorably to infiltration treatment, emphasizing the importance of timely intervention during orthodontic therapy. The integrated evaluation of penetration depth, color masking, and microhardness recovery provides a comprehensive understanding of how lesion severity influences the performance of resin infiltration. Full article
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12 pages, 1182 KB  
Article
Effects of Boric Acid and Chlorhexidine as Cavity Disinfectants on Microleakage and Microshear Bond Strength in Primary Teeth
by Erdem Palaz, Ayşegül Ölmez and Zeliha Hatipoğlu Palaz
Children 2026, 13(3), 417; https://doi.org/10.3390/children13030417 - 18 Mar 2026
Viewed by 175
Abstract
Background: Cavity disinfection is commonly performed in pediatric restorative dentistry to reduce residual bacterial contamination. Although boric acid has been proposed as a potential antimicrobial agent, its effect on marginal integrity and adhesive performance in primary teeth remains unclear. This study evaluated the [...] Read more.
Background: Cavity disinfection is commonly performed in pediatric restorative dentistry to reduce residual bacterial contamination. Although boric acid has been proposed as a potential antimicrobial agent, its effect on marginal integrity and adhesive performance in primary teeth remains unclear. This study evaluated the effects of 3% and 5% boric acid, compared with 2% chlorhexidine (CHX), on microleakage and microshear bond strength of composite restorations in primary teeth bonded with a two-step self-etch adhesive system. Methods: Seventy-two extracted primary second molars were allocated to four groups (n = 18) for microleakage assessment: control, 2% CHX, 3% boric acid, and 5% boric acid. Standardized Class V cavities were prepared, disinfectants were applied for 60 s, and restorations were completed using Clearfil SE Bond and resin composite. Microleakage at occlusal and gingival margins was evaluated using dye penetration. For microshear bond strength testing, 60 primary molars (n = 15 per group) were treated similarly, and shear force was applied to bonded composite microcylinders. Data were analyzed at the p < 0.05 significance level. Results: Both boric acid groups showed significantly higher occlusal and gingival microleakage than the control and CHX groups (p < 0.05). Gingival microleakage was greater than occlusal microleakage in the boric acid groups (p < 0.05). Microshear bond strength was significantly reduced in the boric acid groups compared with the control (p < 0.05), whereas CHX had no significant effect. Failure modes did not differ significantly. Conclusions: While 2% CHX did not adversely affect adhesive performance, 3% and 5% boric acid increased microleakage and reduced bond strength. Caution is advised when using boric acid with self-etch adhesive systems in primary teeth. Full article
(This article belongs to the Section Pediatric Dentistry & Oral Medicine)
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10 pages, 1631 KB  
Case Report
Familial Mediterranean Fever Associated with Anti-PLA2R-Positive Membranous Nephropathy: A Case-Based Review
by Gabriel Ștefan, Nicoleta Petre and Simona Stancu
Kidney Dial. 2026, 6(1), 21; https://doi.org/10.3390/kidneydial6010021 - 18 Mar 2026
Viewed by 192
Abstract
Familial Mediterranean fever (FMF) is a monogenic autoinflammatory disease in which renal involvement is a major determinant of prognosis and is classically dominated by amyloid A (AA) amyloidosis. Non-amyloid renal manifestations are uncommon and poorly characterized. We report a case of clinically overt [...] Read more.
Familial Mediterranean fever (FMF) is a monogenic autoinflammatory disease in which renal involvement is a major determinant of prognosis and is classically dominated by amyloid A (AA) amyloidosis. Non-amyloid renal manifestations are uncommon and poorly characterized. We report a case of clinically overt FMF associated with anti-phospholipase A2 receptor (PLA2R) antibody-positive membranous nephropathy (MN). A 46-year-old man with recurrent febrile episodes fulfilling Tel Hashomer criteria for FMF developed progressive proteinuria with detectable anti-PLA2R antibodies. Genetic testing identified a heterozygous missense MEFV variant in exon 10 (p.Lys695Arg), a mutation with variable penetrance and conflicting pathogenic classification. Kidney biopsy demonstrated PLA2R-positive MN, excluding amyloidosis. After initial conservative management, the patient progressed to nephrotic syndrome complicated by renal vein thrombosis, requiring immunosuppressive therapy according to the Ponticelli regimen in addition to colchicine and anticoagulation, resulting in clinical and immunological remission. In parallel, we performed a systematic review of the literature, identifying only isolated reports of biopsy-proven MN in FMF patients. This case highlights the diagnostic importance of kidney biopsy in FMF patients with proteinuria and illustrates that immune-mediated glomerular disease may occur even in association with non-founder or variably penetrant MEFV mutations, requiring disease-specific management beyond standard autoinflammatory control. Full article
(This article belongs to the Collection Teaching Cases in Nephrology, Dialysis and Transplantation)
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35 pages, 1839 KB  
Article
Adversarially Robust Reinforcement Learning for Energy Management in Microgrids with Voltage Regulation Under Partial Observability
by Elida Domínguez, Xiaotian Zhou and Hao Liang
Energies 2026, 19(6), 1497; https://doi.org/10.3390/en19061497 - 17 Mar 2026
Viewed by 344
Abstract
Modern microgrids increasingly rely on learning-based energy management systems (EMSs) for real-time decision-making, yet remain vulnerable to cyber–physical disturbances, sensor tampering, and model uncertainty. Existing resilient control and robust reinforcement learning methods provide useful foundations, but rarely address adversarial measurement perturbations that distort [...] Read more.
Modern microgrids increasingly rely on learning-based energy management systems (EMSs) for real-time decision-making, yet remain vulnerable to cyber–physical disturbances, sensor tampering, and model uncertainty. Existing resilient control and robust reinforcement learning methods provide useful foundations, but rarely address adversarial measurement perturbations that distort belief evolution under partial observability. This gap is critical, as structured perturbations in sensing channels can destabilize learning-based policies and propagate into voltage-regulation violations. This paper proposes an adversarially robust reinforcement learning framework for energy management with voltage regulation under partial observability in microgrids. The EMS decision-making problem is formulated as a partially observable Markov decision process (POMDP) that accounts for adversarial measurement perturbations, belief evolution, and system-level economic and voltage constraints. To avoid excessive conservatism under worst-case uncertainty, an adversary-aware belief construction based on adversarial belief balancing (A3B) is employed to focus on policy-relevant perturbations. Building on this belief representation, an adversarially robust learning framework is developed by incorporating adversarial counterfactual error (ACoE) as a learning regularization mechanism, enabling a balance between nominal operating efficiency and robustness under adversarial measurement distortion. The case study is conducted on a medium-voltage radial distribution feeder (IEEE 123-Node Test Feeder). Case study results demonstrate that the proposed ACoE-regularized policies substantially reduce voltage-deficit events, improve policy stability, and maintain operational constraints under adversarial perturbations, consistently outperforming standard proximal policy optimization (PPO)-based controllers. These results indicate that counterfactual-aware, belief-based learning substantially enhances voltage quality and operational resilience in microgrids with high penetration of distributed energy resources. Full article
(This article belongs to the Special Issue Transforming Power Systems and Smart Grids with Deep Learning)
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19 pages, 6554 KB  
Article
Iron(III)–Tropolone Complex as a Topical Agent Against Drug-Resistant MRSA Skin Infections
by Nalin Abeydeera, Guanyu Chen, Khalil Zarea, Bishnu D. Pant, Bogdan M. Benin, Kalpani M. Ratnayake, Min-Ho Kim, Woo Shik Shin and Songping D. Huang
Antibiotics 2026, 15(3), 298; https://doi.org/10.3390/antibiotics15030298 - 14 Mar 2026
Viewed by 709
Abstract
Background/Objectives: The widespread use of mupirocin and fusidic acid for the treatment and decolonization of Staphylococcus aureus (SA) skin infections has led to a rapid emergence of resistant strains, limiting the effectiveness of the few topical agents currently available for clinical use. [...] Read more.
Background/Objectives: The widespread use of mupirocin and fusidic acid for the treatment and decolonization of Staphylococcus aureus (SA) skin infections has led to a rapid emergence of resistant strains, limiting the effectiveness of the few topical agents currently available for clinical use. Methods: In this study, we evaluate Fe(tropo)3, a neutral and lipophilic iron(III)–tropolone complex, as a non-antibiotic topical antimicrobial candidate for the management of drug-resistant SA skin and soft tissue infections. Results: Fe(tropo)3 exhibits potent in vitro activity against methicillin-susceptible SA, methicillin-resistant SA (MRSA), vancomycin-intermediate SA, and strains with high-level resistance to mupirocin and fusidate, with minimum inhibitory concentrations of 2 µg/mL across all tested isolates. The compound effectively penetrates bacterial cells, induces intracellular iron accumulation, and triggers dose-dependent reactive oxygen species generation, resulting in rapid bacterial killing and significant antibiofilm activity. Importantly, Fe(tropo)3 shows a slower development of resistance compared with ciprofloxacin and displays synergistic activity with oxacillin against MRSA. When formulated as a 1% topical ointment, Fe(tropo)3 significantly reduces bacterial burden in a murine excisional wound infection model, achieving a 98% ± 1% reduction in SA load without detectable hemolysis or skin irritation. Conclusions: These pilot study results support Fe(tropo)3 as a clinically relevant, mechanism-distinct topical antimicrobial with potential utility in settings where resistance to existing topical antibiotics compromises standard care. Full article
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30 pages, 1910 KB  
Article
Online Voltage Control for Active Distribution Grids via Measurement Feedback Correction
by Qiang Wu, Ming Zhou, Hongwei Su, Yiwei Cui and Zhuangxi Tan
Electronics 2026, 15(5), 1031; https://doi.org/10.3390/electronics15051031 - 1 Mar 2026
Viewed by 258
Abstract
The increasing penetration of Distributed Energy Resources (DERs) in active distribution networks introduces significant voltage volatility. Traditional model-based control strategies often struggle to maintain voltage stability due to accurate parameter unavailability and time-varying topology. To address these challenges, this paper proposes a robust [...] Read more.
The increasing penetration of Distributed Energy Resources (DERs) in active distribution networks introduces significant voltage volatility. Traditional model-based control strategies often struggle to maintain voltage stability due to accurate parameter unavailability and time-varying topology. To address these challenges, this paper proposes a robust Measurement-Feedback Online Gradient Descent (MF-OGD) algorithm for real-time voltage regulation. Unlike conventional methods that rely on explicit network models, the proposed MF-OGD approach leverages real-time voltage measurements to correct gradient estimation errors, thereby implicitly compensating for both parametric mismatches and structural linearization inaccuracies. We provide rigorous theoretical guarantees for closed-loop stability and asymptotic tracking error under bounded disturbances. Furthermore, the framework is extended to a joint active–reactive power control scheme to ensure feasibility under severe operating conditions. Comprehensive simulations on the IEEE 33-bus and IEEE 69-bus standard test feeders validate the scalability and effectiveness of the proposed method. Numerical results demonstrate that the MF-OGD controller successfully maintains nodal voltages within the safety range, limiting the maximum voltage deviation to 0.022 p.u. even under 50% model parameter uncertainty. Additionally, the algorithm achieves a low tracking Root Mean Square Error (RMSE) of approximately 0.014 p.u. in the 69-bus system. Notably, the accumulated regret per node increases only marginally (from 0.032 to 0.038) as the network scale doubles, confirming the algorithm’s superior scalability and robustness compared to conventional open-loop baselines. Full article
(This article belongs to the Topic Power System Modeling and Control, 3rd Edition)
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24 pages, 7227 KB  
Article
From Laboratory Measurements to AI-Driven Insights: Predicting Shaped Charge Performance with Advanced Machine Learning
by Samuel Nashed, Muhammad Abdullah, Oluchi Ejehu, Badr Mohamed, Norhan Sedki and Rouzbeh Moghanloo
Fluids 2026, 11(3), 64; https://doi.org/10.3390/fluids11030064 - 27 Feb 2026
Viewed by 382
Abstract
The accurate estimation of the perforation length is very vital to improve fluid flow as well as the management of charges. Traditional methods, including empirical correlations, analytical models, and API 19B surface tests, suffer from significant limitations in their scope, require frequent recalibration, [...] Read more.
The accurate estimation of the perforation length is very vital to improve fluid flow as well as the management of charges. Traditional methods, including empirical correlations, analytical models, and API 19B surface tests, suffer from significant limitations in their scope, require frequent recalibration, and fail to capture the complex physics governing shaped charge penetration. This study develops and validates machine learning models for perforation length prediction using a comprehensive dataset of 1648 API 19B standardized tests encompassing diverse gun configurations, explosive properties, and completion parameters. The dataset was partitioned into 1318 tests for model training and hyperparameter optimization, with 330 independent tests reserved for blind validation. Ten regression algorithms were systematically evaluated, with XGBoost demonstrating superior performance, achieving an R2 coefficient of 0.956 on blind validation. Feature importance analysis revealed explosive weight as the dominant predictor, followed by temperature rating. The application of machine learning models offers an accurate, easier, instantaneous during planning and design workflows, and cheaper way of estimation as compared to traditional methods. Full article
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13 pages, 996 KB  
Article
Comparative Methodology of Viscosity-Based Classification and Measurement Techniques for High-Temperature Behaviour of Paving Grade Bitumen
by Szabolcs Rosta, Zita Szabó and László Gáspár
Appl. Sci. 2026, 16(5), 2208; https://doi.org/10.3390/app16052208 - 25 Feb 2026
Viewed by 363
Abstract
The accurate determination of the rheological properties of road bitumen types is essential for the reliable prediction of long-term pavement behaviour. At 60 °C, dynamic viscosity is a key rheological parameter characterising the shear-dependent viscoelastic behaviour of bitumen in the temperature range relevant [...] Read more.
The accurate determination of the rheological properties of road bitumen types is essential for the reliable prediction of long-term pavement behaviour. At 60 °C, dynamic viscosity is a key rheological parameter characterising the shear-dependent viscoelastic behaviour of bitumen in the temperature range relevant to in-service pavement loading. This study aims to compare different viscosity determination methods—approximations, capillary viscosity, Brookfield measurement and complex viscosity determined by a dynamic shear rheometer (DSR)—and to analyse their relationships with each other in order to find the best method for bitumen classification. Furthermore, the European and Australian bitumen classification standards are compared in terms of dynamic viscosity and penetration, according to which Australian bitumen types show more stable results, as the CV% is less than 10 percent. The study is based on the testing of Hungarian paving-grade bitumens (B50/70, B70/100) and Australian viscosity-graded bitumens (C170, C320), with the comparison of a total of 191 samples obtained from industrial production. The statistical evaluation of the results obtained with the different methods was based on Pearson correlation analysis and relative deviation analysis. The results indicate that the DSR measurement at 1.6 Hz shows the closest agreement with capillary viscosity, with a linear correlation coefficient of 0.95, and exhibits the strongest overall correlation with the other measurement approaches, whereas the Heukelom equation tends to overestimate the dynamic viscosity. The Brookfield method yielded higher viscosity values in all tests. The study highlights that the results of different measurement methods can only be compared under specific shear conditions, and a DSR-based approach can be more suitable for the introduction of a new European bitumen classification system. Full article
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22 pages, 5574 KB  
Article
Interpreting the Undrained Shear Strength of Soft Clays Using CPTu: Evaluation of Cone Bearing Factor (Nkt) and Related Practical Soil Parameters at Selected Sites in Western Java
by Yuamar Imarrazan Basarah, Mirna Dwi Lestari Salamah, Masyhur Irsyam, Dedi Apriadi, Endra Susila, Sugeng Krisnanto and Juan Marvel
Geotechnics 2026, 6(1), 23; https://doi.org/10.3390/geotechnics6010023 - 24 Feb 2026
Viewed by 567
Abstract
The geological complexity of Java Island, Indonesia, has resulted in the extensive distribution of very soft clay soils, posing significant challenges to geotechnical design and construction. A reliable estimation of the geotechnical properties of these soils is therefore essential to address these challenges [...] Read more.
The geological complexity of Java Island, Indonesia, has resulted in the extensive distribution of very soft clay soils, posing significant challenges to geotechnical design and construction. A reliable estimation of the geotechnical properties of these soils is therefore essential to address these challenges and ensure the safety and sustainability of construction projects. The cone penetration test with pore pressure measurement (CPTu) is a reliable in situ test for soil characterization, providing a continuous shear strength profile. However, the determination of a representative cone bearing factor (Nkt) to estimate undrained shear strength (Su) is critical for geotechnical design. Although several studies on CPTu have been conducted in Indonesia, there has been a lack of emphasis on establishing Nkt values for local soft, high-plasticity clays in Indonesia. This study aims to fill this gap in the literature by proposing updated correlations for Nkt specific to the soft, high-plasticity clays of Java, Indonesia, derived from the statistical analysis of combined field and laboratory data obtained from two representative sites in Western Java. These sites correspond to a coastal plain deposit in Central-North Jakarta and an alluvial deposit in Gedebage, Bandung. A comprehensive database was compiled, consisting of 20 CPTu boreholes, 84 depth points of vane shear test (VST), 29 samples of consolidated undrained (CU) triaxial tests, 26 samples of unconsolidated undrained (UU) triaxial tests, and 18 standard penetration test (SPT) boreholes. The results indicate that the representative Nkt value for these soft, high-plasticity clays in the investigated sites in Western Java ranges from 14 to 16. A refined empirical correlation between Nkt and the pore pressure ratio (Bq) is proposed, demonstrating consistent trends with recent data. Additionally, a reasonable correlation between the undrained modulus (Eu) and undrained shear strength of Eu = 276–323 Su was identified, enabling the derivation of a continuous profile of the undrained modulus from CPTu data. This study also further highlighted the absence of significant relationships between Nkt and other parameters such as OCR, PI, and NSPT. These findings provide practical insight and a regionally calibrated reference that can be useful for engineers working in similar soft, high-plasticity clay environments with characteristics comparable to the investigated sites in Western Java. Full article
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10 pages, 1048 KB  
Article
Controlling Microbial Contamination on Food Transport Carts: Evaluation of Traditional and UV-C Sanitization Strategies
by Adriana Barros Luna Gomes, Eloia Emanuelly Dias Silva, Pedro Henrique Macedo Moura, Deise Maria Rego Rodrigues Silva, Marina dos Santos Barreto, Ronaldy Santana Santos, Luana Ramony da Silva Lisboa, André Gustavo Carvalho de Oliveira, Adriana Kelly Santana Corrêa, Pedro Guilherme Menezes dos Santos, Laylla Maria de Freitas Lima, Adriana Gibara Guimarães, Lucas Alves da Mota Santana, Kumaraswamy Athesh, Rajiv Gandhi Gopalsamy, Gianpaolo Roina, Susana de Souza Lalic and Lysandro Pinto Borges
Acta Microbiol. Hell. 2026, 71(1), 6; https://doi.org/10.3390/amh71010006 - 19 Feb 2026
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Abstract
The COVID-19 pandemic necessitated rigorous infection control protocols across hospital environments, particularly in nutrition services. UV-C light emerged as a viable option due to its shortest wavelength, conferring the greatest capacity for nucleic acid (DNA/RNA) penetration in both microorganisms and human cells. We [...] Read more.
The COVID-19 pandemic necessitated rigorous infection control protocols across hospital environments, particularly in nutrition services. UV-C light emerged as a viable option due to its shortest wavelength, conferring the greatest capacity for nucleic acid (DNA/RNA) penetration in both microorganisms and human cells. We aim to develop and validate an alternative method for decontaminating food carts using UV-C light. A prototype box was created to cover the meal transport carts, with UV-C lamps strategically positioned for irradiation and decontamination. To validate this technology, four different hygiene protocols were compared: Group 1, positive control, with no sanitization procedure; Group 2, cleaned using the standard protocol of the University Hospital of UFS (HU/UFS) with 70% ethanol solution; Group 3, negative control, cleaned using the standard HU/UFS protocol with 70% ethanol and neutral detergent; and Group 4, exposed to UV-C light irradiation for 10 min after food transport. Microbiological samples were collected from 15 distinct points on the carts. Samples were collected using sterile swabs moistened with 0.85% saline solution and incubated in BHI broth at 37 °C for 24 h for presence/absence testing. Positive samples were plated on selective media (CLED, SS, MacConkey and Blood agar), incubated at 37 °C for 24–48 h, and evaluated for colony-forming unit (CFU) count. A statistically significant association was found between the hygiene method and the presence of microbial contamination (p < 0.001), based on both bacterial plate counts and BHI broth growth. Carts sanitized with 70% alcohol showed a lower probability of contamination compared to the control group (alcohol + detergent), while unsanitized carts showed a higher risk. UV-C light treatment resulted in complete absence of bacterial growth. UV-C disinfection demonstrated superior effectiveness in eliminating microorganisms, indicating a promising alternative to traditional methods. Full article
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