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Search Results (422)

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17 pages, 6532 KB  
Article
Spring Frost Stress Resistance Under the Effects of Different Rootstock–Scion Grafting Combinations and Own-Rooted Vines
by Chaowei Huang, Hongda Lu, Wanqing Zhang, Yuting Wang, Harley Smith, Xianhang Wang, Xuefei Wang and Zhumei Xi
Agronomy 2026, 16(1), 90; https://doi.org/10.3390/agronomy16010090 - 29 Dec 2025
Viewed by 155
Abstract
Spring frost poses a major threat to grape-producing regions, severely reducing grape yield and quality. Grafting rootstocks is an effective strategy for enhancing scion resistance to spring frost and mitigating damage. In this study, the two wine grape cultivars (‘Cabernet Sauvignon’ and ‘Chardonnay’) [...] Read more.
Spring frost poses a major threat to grape-producing regions, severely reducing grape yield and quality. Grafting rootstocks is an effective strategy for enhancing scion resistance to spring frost and mitigating damage. In this study, the two wine grape cultivars (‘Cabernet Sauvignon’ and ‘Chardonnay’) grafted onto three rootstocks (‘Beta’, ‘Kober 5BB’, and ‘3309 Couderc’) were evaluated for their spring frost resistance on one-year-old vines. The scion–rootstock combinations exhibited significantly less photosynthetic impairment under frost stress compared with own-rooted vines. Rootstock also showed lower levels of proline accumulation in the roots and APX activities in the leaves under frost conditions. Compared with own-rooted vines, VvCBF1 gene expression were significantly upregulated in the grafted combinations under frost stress conditions. Among the tested rootstocks, ‘Kober 5BB’ markedly improved the spring frost resistance of both cultivars. CH/5BB exhibited the highest activities of POD and APX activity and the greatest induction of VvCBF genes, along with the lowest relative electrical conductivity and H2O2 content. These results highlight the critical role of rootstocks in improving scion spring frost resistance and provide important guidance for selecting suitable rootstocks to mitigate the impact of late frosts. Full article
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20 pages, 5861 KB  
Article
Three-Dimensional Field Investigation of Mixing Dynamics in a River Confluence Using a Mixing Proximity Index (MPI)
by Suin Choi, Seogyeong Lee, Dongsu Kim, Ilwon Seo, Yongmuk Kang and Boseong Jeong
Water 2025, 17(24), 3596; https://doi.org/10.3390/w17243596 - 18 Dec 2025
Viewed by 323
Abstract
High-resolution in situ field measurements capturing seasonal 3D mixing dynamics at river confluences are scarce, yet this understanding is essential for effective water-quality management and pollutant-transport prediction in river–lake systems. To address this gap, this study investigates the confluence of the North and [...] Read more.
High-resolution in situ field measurements capturing seasonal 3D mixing dynamics at river confluences are scarce, yet this understanding is essential for effective water-quality management and pollutant-transport prediction in river–lake systems. To address this gap, this study investigates the confluence of the North and South Han Rivers in the Paldang Reservoir. We introduce and apply a novel mixing proximity index (MPI) to quantify the degree of mixing and water-mass origin based on 3D electrical conductivity and temperature data. Seasonal field campaigns, conducted with an acoustic Doppler current profiler and multi-parameter sensors, revealed distinct hydrodynamic behaviors: strong summer stratification suppressed vertical mixing; winter momentum asymmetry induced persistent flow separation despite minimal temperature differences; and spring conditions fostered rapid mixing, barring some residual unmixed deep layers. The MPI effectively delineated shear layers and identified unmixed water zones, providing an enhanced understanding of mixing dynamics beyond the capabilities of traditional tracer- or statistics-based metrics. These findings highlight the combined influence of density differences, tributary momentum, and dam operations on confluence mixing, offering practical insights for water-resource management and improving 3D hydrodynamic model validation. Full article
(This article belongs to the Section Hydraulics and Hydrodynamics)
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28 pages, 8954 KB  
Article
Biomimetic Roll-Type Meissner Corpuscle Sensor for Gustatory and Tongue-Like Multifunctional Performance
by Kunio Shimada
Appl. Sci. 2025, 15(24), 12932; https://doi.org/10.3390/app152412932 - 8 Dec 2025
Viewed by 285
Abstract
The development of human-robot interfaces that support daily social interaction requires biomimetic innovation inspired by the sensory receptors of the five human senses (tactile, olfactory, gustatory, auditory, and visual) and employing soft materials to enable natural multimodal sensing. The receptors have a structure [...] Read more.
The development of human-robot interfaces that support daily social interaction requires biomimetic innovation inspired by the sensory receptors of the five human senses (tactile, olfactory, gustatory, auditory, and visual) and employing soft materials to enable natural multimodal sensing. The receptors have a structure formulated by variegated shapes; therefore, the morphological mimicry of the structure is critical. We proposed a spring-like structure which morphologically mimics the roll-type structure of the Meissner corpuscle, whose haptic performance in various dynamic motions has been demonstrated in another study. This study demonstrated the gustatory performance by using the roll-type Meissner corpuscle. The gustatory iontronic mechanism was analyzed using electrochemical impedance spectroscopy with an inductance-capacitance-resistance meter to determine the equivalent electric circuit and current-voltage characteristics with a potentiostat, in relation to the hydrogen concentration (pH) and the oxidation-reduction potential. In addition, thermo-sensitivity and tactile responses to shearing and contact were evaluated, since gustation on the tongue operates under thermal and concave-convex body conditions. Based on the established properties, the roll-type Meissner corpuscle sensor enables the iontronic behavior to provide versatile multimodal sensitivity among the five senses. The different condition of the application of the electric field in the production of two-types of A and B Meissner corpuscle sensors induces distinctive features, which include tactility for the dynamic motions (for type A) or gustation (for type B). Full article
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25 pages, 3692 KB  
Article
Design and Simulation of Suspension Leveling System for Small Agricultural Machinery in Hilly and Mountainous Areas
by Peng Huang, Qiang Luo, Quan Liu, Yao Peng, Shijie Zheng and Jiukun Liu
Sensors 2025, 25(24), 7447; https://doi.org/10.3390/s25247447 - 7 Dec 2025
Viewed by 363
Abstract
To address issues such as chassis attitude deviation, reduced operational efficiency, and diminished precision when agricultural machinery operates in complex terrains—including steep slopes and fragmented plots in hilly and mountainous regions—a servo electric cylinder-based active suspension levelling system has been designed. Real-time dynamic [...] Read more.
To address issues such as chassis attitude deviation, reduced operational efficiency, and diminished precision when agricultural machinery operates in complex terrains—including steep slopes and fragmented plots in hilly and mountainous regions—a servo electric cylinder-based active suspension levelling system has been designed. Real-time dynamic control is achieved through a fuzzy PID algorithm. Firstly, the suspension’s mechanical structure and key parameters were determined, employing a ‘servo electric cylinder-spring-shock absorber series’ configuration to achieve load support and passive vibration damping. Secondly, a kinematic and dynamic model of the quarter-link suspension was established. Finally, Simulink simulations were conducted to model the agricultural machinery traversing mountainous, uneven terrain at segmented stable operating speeds, thereby validating the suspension’s control performance. Simulation results demonstrate that the system maintains chassis height error within ±0.05 m, chassis height change rate within ±0.2 m/s, and response time ≤ 0.8 s. It rapidly and effectively counteracts terrain disturbances, achieving precise chassis height control. This provides theoretical support for designing whole-vehicle levelling systems for small agricultural machinery in hilly and mountainous terrains. Full article
(This article belongs to the Section Smart Agriculture)
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20 pages, 7305 KB  
Article
Fast Electrical Activation of Shape Memory Alloy Spring Actuators: Sub-Second Response Characterization and Performance Optimization
by Stefano Rodinò, Matteo Chiodo, Antonio Corigliano, Giuseppe Rota and Carmine Maletta
Actuators 2025, 14(12), 584; https://doi.org/10.3390/act14120584 - 2 Dec 2025
Viewed by 471
Abstract
Background: Shape memory alloy spring actuators offer significant potential for advanced actuation systems in exoskeletons, medical devices, and robotics, but adoption has been limited by slow activation speeds and insufficient design guidelines for achieving rapid response times while maintaining structural integrity. Objective: This [...] Read more.
Background: Shape memory alloy spring actuators offer significant potential for advanced actuation systems in exoskeletons, medical devices, and robotics, but adoption has been limited by slow activation speeds and insufficient design guidelines for achieving rapid response times while maintaining structural integrity. Objective: This study aimed to establish comprehensive design parameters for nickel–titanium spring actuators capable of achieving sub-second activation times through systematic experimental characterization and performance optimization. Methods: Nine different nickel–titanium spring configurations with wire diameters ranging from 0.5 to 0.8 mm and spring indices from 6 to 8 were systematically evaluated using differential scanning calorimetry for thermal characterization, mechanical testing for material properties, high-current electrical activation studies spanning 5–11 A, infrared thermal distribution analysis, and laser displacement sensing for dynamic response measurement. Results: Dynamic testing achieved activation times below 1 s for currents exceeding 5 A, with maximum displacement recoveries reaching 600–800% strain recovery, while springs with intermediate spring index values of 6.5–7.5 provided optimal balance between force output and displacement range, and optimal activation involved moderate current levels of 5–7 A for thin wires and 8–11 A for thick wires. Conclusions: Systematic geometric optimization combined with controlled high-current density activation protocols enables rapid actuation response while maintaining structural integrity, providing essential design parameters for engineering applications requiring fast, reliable actuation cycles. Full article
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19 pages, 4988 KB  
Article
Vibration Energy Harvesting Characteristics of Pyramid Sandwich Beams Under Periodic Elastic Constraints
by Weimin Xiao, Junjuan Zhao, Jingkai Nie, Shuai Jiang, Zhenkun Guo and Lei Shi
J. Compos. Sci. 2025, 9(12), 659; https://doi.org/10.3390/jcs9120659 - 1 Dec 2025
Viewed by 328
Abstract
Vibration energy harvesting from ambient mechanical sources offers a sustainable alternative to batteries for powering low-power electronics in remote environments, yet challenges persist in achieving broadband efficiency, low-frequency operation, and concurrent vibration suppression. Here, we introduce a pyramidal piezoelectric sandwich beam (PPSB) with [...] Read more.
Vibration energy harvesting from ambient mechanical sources offers a sustainable alternative to batteries for powering low-power electronics in remote environments, yet challenges persist in achieving broadband efficiency, low-frequency operation, and concurrent vibration suppression. Here, we introduce a pyramidal piezoelectric sandwich beam (PPSB) with periodic elastic constraints, leveraging homogenized lattice truss cores for enhanced electromechanical coupling. Using Lagrange equations, we derive the coupled dynamics, validated against finite element simulations with resonant frequency errors below 3%. Compared to equivalent-stiffness uniform beams, the PPSB exhibits 3.42-fold higher voltage and 11.68-fold greater power output, attributed to optimized strain distribution and resonance amplification. Parametric analyses reveal trade-offs: increasing core thickness or spring stiffness elevates resonant frequencies but reduces voltage peaks due to stiffness–strain imbalances; conversely, a larger beam length, truss radius or tilt angle will reduce the natural frequency while increasing the output through inertia and shear enhancement. Piezoelectric constants and load resistance minimally affect mechanics but optimize electrical impedance matching. This single-phase, geometrically tunable design bridges gaps in multifunctional metamaterials, enabling self-powered sensors with vibration attenuation for aerospace, civil infrastructure, and biomedical applications, paving the way for energy-autonomous systems. Full article
(This article belongs to the Section Composites Modelling and Characterization)
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18 pages, 2413 KB  
Article
Deep Learning-Based Downscaling of CMIP6 for Projecting Heat-Driven Electricity Demand and Cost Management in Chengdu
by Rui Yang and Geer Teng
Atmosphere 2025, 16(12), 1355; https://doi.org/10.3390/atmos16121355 - 29 Nov 2025
Viewed by 444
Abstract
Rapid warming and expanding heat seasons are reshaping electricity demand in cities, with basin-type megacities like Chengdu facing amplified risks due to calm-wind, high-humidity conditions and fast-growing digital infrastructure. This study develops a Transformer-based, multi-model downscaling framework that integrates outputs from 17 CMIP6 [...] Read more.
Rapid warming and expanding heat seasons are reshaping electricity demand in cities, with basin-type megacities like Chengdu facing amplified risks due to calm-wind, high-humidity conditions and fast-growing digital infrastructure. This study develops a Transformer-based, multi-model downscaling framework that integrates outputs from 17 CMIP6 global climate models (GCMs), dynamically re-weighted through self-attention to generate city-scale temperature projections. Compared to individual models and simple averaging, the method achieves higher fidelity in reproducing historical variability (correlation ≈ 0.98; RMSD < 0.05 °C), while enabling century-scale projections within seconds on a personal computer. Downscaled results indicate sustained warming and a seasonal expansion of cooling needs: by 2100, Chengdu is projected to warm by ~2–2.5 °C under SSP2-4.5 and ~3.5–4 °C under SSP3-7.0 (relative to a 2015–2024 baseline). Using a transparent, temperature-only Cooling Degree Day (CDD)–load model, we estimate median summer (JJA) electricity demand increases of +12.8% under SSP2-4.5 and +20.1% under SSP3-7.0 by 2085–2094, with upper-quartile peaks reaching +26.2%. Spring and autumn impacts remain modest, concentrating demand growth and operational risk in summer. These findings suggest steeper peak loads and longer high-load durations in the absence of adaptation. We recommend cost-aware resilience strategies for Chengdu, including peaking capacity, energy storage, demand response, and virtual power plants, alongside climate-informed urban planning and enterprise-level scheduling supported by high-resolution forecasts. Future work will incorporate multi-factor and sector-specific models, advancing the integration of climate projections into operational energy planning. This framework provides a scalable pathway from climate signals to power system and industrial cost management in heat-sensitive cities. Full article
(This article belongs to the Section Climatology)
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21 pages, 5456 KB  
Article
Gravity Flow System at Sulaimani, Kurdistan Region, Iraq: Groundwater and Isotopic Geochemistry and Their Implications for Groundwater Protection
by Rebar Mahmmud, Ondra Sracek, Omed Mustafa, Howri Mansurbeg, Bohuslava Čejková and Ivana Jačková
Water 2025, 17(23), 3366; https://doi.org/10.3390/w17233366 - 25 Nov 2025
Viewed by 478
Abstract
Groundwater recharge sources and residence times in the Sulaimani–Warmawa Sub-basin, located in the Kurdistan Region of Iraq, were assessed through an integrated hydrogeological, hydrochemical, and isotopic investigation. The study area, located around Sulaimani City, is characterized by a semi-arid climate with precipitation predominantly [...] Read more.
Groundwater recharge sources and residence times in the Sulaimani–Warmawa Sub-basin, located in the Kurdistan Region of Iraq, were assessed through an integrated hydrogeological, hydrochemical, and isotopic investigation. The study area, located around Sulaimani City, is characterized by a semi-arid climate with precipitation predominantly occurring during winter and early spring. Hydrochemical results indicate groundwater types ranging from Ca–HCO3 to Mg–Ca–HCO3, accompanied by a progressive increase in electrical conductivity along the regional flow path. Stable isotope signatures (δ2H and δ18O) show that groundwater is primarily recharged by winter precipitation derived from both Eastern Mediterranean and Persian Gulf air masses. Two groundwater groups were identified based on isotopic composition and tritium content: recently recharged groundwater and older groundwater, represented by two samples. Tritium values ranging from 0.8 to 4.9 TU correspond to minimum residence times from less than 10 years to approximately 40 years. Higher tritium concentrations near recharge zones reflect recent infiltration, whereas lower values indicate older groundwater with limited modern recharge. The piston flow model provided the best fit for tritium data, suggesting limited mixing and relatively rapid subsurface flow. Samples with higher salinity likely reflect reduced flushing in low-permeability zones, resulting in elevated dissolved solids. Hydraulic-data-based estimated groundwater flow velocities yielded lower values compared to tritium-based estimates, implying preferential flow in karstified formations. The relatively short groundwater residence times mean there is high vulnerability to contamination, emphasizing the need for careful land-use planning and groundwater protection strategies. Full article
(This article belongs to the Special Issue Application of Isotope Geochemistry in Hydrological Research)
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17 pages, 1748 KB  
Article
Seasonal Variation in Soil Nematode Communities Associated with Different Plants in Sovenga Hills, Limpopo Province, South Africa
by Ebrahim Shokoohi and Peter Masoko
Horticulturae 2025, 11(11), 1402; https://doi.org/10.3390/horticulturae11111402 - 20 Nov 2025
Viewed by 585
Abstract
Soil nematodes are sensitive indicators of soil ecosystem functioning, yet their seasonal dynamics across tree hosts and edaphic gradients are poorly documented in southern Africa. We sampled rhizosphere soils of pomegranate (Punica granatum), lemon (Citrus sp.), and fig (Ficus [...] Read more.
Soil nematodes are sensitive indicators of soil ecosystem functioning, yet their seasonal dynamics across tree hosts and edaphic gradients are poorly documented in southern Africa. We sampled rhizosphere soils of pomegranate (Punica granatum), lemon (Citrus sp.), and fig (Ficus carica) across four seasons in Sovenga Hills, Limpopo Province. We explicitly state that the rhizospheres of pomegranate, lemon, and fig were selected because they represent widely cultivated fruit trees in smallholder systems across Limpopo Province, where soil management practices and climate variability may influence nematode community dynamics. The hypothesis is that nematode assemblages exhibit seasonal shifts in diversity, trophic composition, and ecological indices across these hosts. The nematode genera were identified morphologically using standard diagnostic keys. A total of 29 genera were recorded. Bacterivores and herbivores dominated the assemblage, while fungivores, predators and omnivores were less abundant. Notably, Ditylenchus (fungivores) exhibited the highest Prominence Value (PV = 7926.1) and occurred in 83% of samples (Frequency of Occurrence (FO%) = 83), followed by a plant-parasitic nematode, namely Rotylenchulus (PV = 3279.8; FO% = 83%). Shannon diversity ranged from 2.09–2.34, and Maturity Index (MI) varied from 2.41–2.78 across seasons. Food-web indicators showed an enrichment index (EI) of 17–38 and structure index (SI) of 49–71, suggesting a moderately structured but dynamic soil food web. Spring communities exhibited the highest abundance (mean 471.7 individuals), biomass (0.49 µg), and composite/metabolic footprints, while autumn showed higher maturity and structural indices; summer recorded the lowest abundance and biomass. Principal component analysis (PCA) showed a total of 40.78% variation among the samples collected from different seasons and separated winter communities from autumn/spring ones (which partially overlapped). Soil pH, nitrate, phosphate, texture (sand/clay/silt), and electrical conductivity strongly associated with the observed seasonal patterns. The observed seasonal trends suggest that PV and FO% may serve as informative indicators for tracking shifts in nematode assemblages, but these patterns were not statistically significant (p > 0.05) and should therefore be considered preliminary rather than conclusive. These results highlight pronounced seasonal shifts in nematode assemblages and confirm PV and FO% as useful metrics for monitoring soil ecosystem dynamics. Full article
(This article belongs to the Section Insect Pest Management)
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21 pages, 7540 KB  
Article
MILP-Based Optimization of Electric Bus Charging Considering Battery Degradation and Environmental Factors Under TOU Pricing
by Ye-Bin Seo, Sung-Won Park and Sung-Yong Son
Energies 2025, 18(22), 6028; https://doi.org/10.3390/en18226028 - 18 Nov 2025
Viewed by 416
Abstract
The transition from conventional fossil-fueled buses to electric buses (EBs) is accelerating in the global public transportation sector. However, owing to the limitations of battery lifespan and capacity, EBs have a shorter driving range than conventional buses, and their power consumption is highly [...] Read more.
The transition from conventional fossil-fueled buses to electric buses (EBs) is accelerating in the global public transportation sector. However, owing to the limitations of battery lifespan and capacity, EBs have a shorter driving range than conventional buses, and their power consumption is highly variable depending on the ambient temperature. In addition, battery lifespans are affected by charging and discharging cycles and battery age over time in all situations, which requires a method of operation that considers these factors. In this study, we estimated the driving, heating, and cooling energy consumptions based on the dispatch schedule and actual power consumption of EBs. The estimated energy consumption was then used as an input to plan the amount of charging power by time of day to optimize the charging and battery degradation costs. The optimization methodology employed mixed-integer linear programming (MILP), which facilitates discrete charging decision-making and ensures an optimum solution for operation costs by taking cost factors into account. In this phase, the scenarios were configured according to the time-of-use (TOU) charging cost and whether or not battery degradation. Battery degradation can be divided into cycle and calendar aging. The scenarios that considered both TOU and battery degradation reduced the average operating costs by approximately 1.43, 12.3, and 5.69% in spring/fall, summer, and winter, respectively, compared with scenarios that did not consider either. Full article
(This article belongs to the Special Issue Energy Management and Control System of Electric Vehicles)
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12 pages, 19870 KB  
Article
Enhancing the Performance and Reliability of an Automotive Reed Sensor Through Spring Integration and Advanced Manufacturing
by Umar Farooq, Valentina Bertana, Sergio Ferrero, Domenico Cantarelli, Luca Costa, Simone Bigaran, Luigi Costa and Luciano Scaltrito
Sensors 2025, 25(21), 6778; https://doi.org/10.3390/s25216778 - 5 Nov 2025
Viewed by 447
Abstract
Reed sensors play an important role in improving the safety, reliability, and efficiency of modern electric vehicles. Our study evaluates their performance by measuring the switching distance under five different configurations of a cylindrical magnet using a 3D-printed test fixture. Statistical analysis revealed [...] Read more.
Reed sensors play an important role in improving the safety, reliability, and efficiency of modern electric vehicles. Our study evaluates their performance by measuring the switching distance under five different configurations of a cylindrical magnet using a 3D-printed test fixture. Statistical analysis revealed that the right-shift-upward configuration yielded the best performance, significantly reducing the release distance. Building on this, a prototype housing was developed using Selective Laser Sintering with polybutylene terephthalate, and a stainless-steel spring was incorporated to enhance sensitivity and reliability. The spring integration reduced the activation distance to 2.3 mm, which is an improvement of up to 60%, and it also significantly improved the consistency of the results. These outcomes demonstrate a practical method for manufacturing more reliable reed sensors for automotive sensing technology. Full article
(This article belongs to the Section Physical Sensors)
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43 pages, 10093 KB  
Article
A Novel Red-Billed Blue Magpie Optimizer Tuned Adaptive Fractional-Order for Hybrid PV-TEG Systems Green Energy Harvesting-Based MPPT Algorithms
by Al-Wesabi Ibrahim, Abdullrahman A. Al-Shamma’a, Jiazhu Xu, Danhu Li, Hassan M. Hussein Farh and Khaled Alwesabi
Fractal Fract. 2025, 9(11), 704; https://doi.org/10.3390/fractalfract9110704 - 31 Oct 2025
Viewed by 803
Abstract
Hybrid PV-TEG systems can harvest both solar electrical and thermoelectric power, but their operating point drifts with irradiance, temperature gradients, partial shading, and load changes—often yielding multi-peak P-V characteristics. Conventional MPPT (e.g., P&O) and fixed-structure integer-order PID struggle to remain fast, stable, and [...] Read more.
Hybrid PV-TEG systems can harvest both solar electrical and thermoelectric power, but their operating point drifts with irradiance, temperature gradients, partial shading, and load changes—often yielding multi-peak P-V characteristics. Conventional MPPT (e.g., P&O) and fixed-structure integer-order PID struggle to remain fast, stable, and globally optimal in these conditions. To address fast, robust tracking in these conditions, we propose an adaptive fractional-order PID (FOPID) MPPT whose parameters (Kp, Ki, Kd, λ, μ) are auto-tuned by the red-billed blue magpie optimizer (RBBMO). RBBMO is used offline to set the controller’s search ranges and weighting; the adaptive law then refines the gains online from the measured ΔV, ΔI slope error to maximize the hybrid PV-TEG output. The method is validated in MATLAB R2024b/Simulink 2024b, on a boost-converter–interfaced PV-TEG using five testbeds: (i) start-up/search, (ii) stepwise irradiance, (iii) partial shading with multiple local peaks, (iv) load steps, and (v) field-measured irradiance/temperature from Shanxi Province for spring/summer/autumn/winter. Compared with AOS, PSO, MFO, SSA, GHO, RSA, AOA, and P&O, the proposed tracker is consistently the fastest and most energy-efficient: 0.06 s to reach 95% MPP and 0.12 s settling at start-up with 1950 W·s harvested (vs. 1910 W·s AOS, 1880 W·s PSO, 200 W·s P&O). Under stepwise irradiance, it delivers 0.95–0.98 kJ at t = 1 s and under partial shading, 1.95–2.00 kJ, both with ±1% steady ripple. Daily field energies reach 0.88 × 10−3, 2.95 × 10−3, 2.90 × 10−3, 1.55 × 10−3 kWh in spring–winter, outperforming the best baselines by 3–10% and P&O by 20–30%. Robustness tests show only 2.74% power derating across 0–40 °C and low variability (Δvmax typically ≤ 1–1.5%), confirming rapid, low-ripple tracking with superior energy yield. Finally, the RBBMO-tuned adaptive FOPID offers a superior efficiency–stability trade-off and robust GMPP tracking across all five cases, with modest computational overhead. Full article
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31 pages, 4560 KB  
Article
Cost-Optimized Energy Management for Urban Multi-Story Residential Buildings with Community Energy Sharing and Flexible EV Charging
by Nishadi Weerasinghe Mudiyanselage, Asma Aziz, Bassam Al-Hanahi and Iftekhar Ahmad
Sustainability 2025, 17(21), 9717; https://doi.org/10.3390/su17219717 - 31 Oct 2025
Viewed by 403
Abstract
Multi-story residential buildings present distinct challenges for demand-side management due to shared infrastructure, diverse occupant behaviors, and complex load profiles. Although demand-side management strategies are well established in industrial sectors, their application in high-density residential communities remains limited. This study proposes a cost-optimized [...] Read more.
Multi-story residential buildings present distinct challenges for demand-side management due to shared infrastructure, diverse occupant behaviors, and complex load profiles. Although demand-side management strategies are well established in industrial sectors, their application in high-density residential communities remains limited. This study proposes a cost-optimized energy management framework for urban multi-story apartment buildings, integrating rooftop solar photovoltaic (PV) generation, shared battery energy storage, and flexible electric vehicle (EV) charging. A Mixed-Integer Linear Programming (MILP) model is developed to simulate 24 h energy operations across nine architecturally identical apartments equipped with the same set of smart appliances but exhibiting varied usage patterns to reflect occupant diversity. A Mixed-Integer Linear Programming (MILP) model is developed to simulate 24 h energy operations across nine architecturally identical apartments equipped with the same set of smart appliances but exhibiting varied usage patterns to reflect occupant diversity. EVs are modeled as flexible common loads under strata ownership, alongside shared facilities such as hot water systems and pool pumps. The optimization framework ensures equitable access to battery storage and prioritizes energy allocation from the most cost-effective source solar, battery, or grid on an hourly basis. Two seasonal scenarios, representing summer (February) and spring (September), are evaluated using location-specific irradiance data from Joondalup, Western Australia. The results demonstrate that flexible EV charging enhances solar utilization, mitigates peak grid demand, and supports fairness in shared energy usage. In the high-solar summer scenario, the total building energy cost was reduced to AUD 29.95/day, while in the spring scenario with lower solar availability, the cost remained moderate at AUD 31.92/day. At the apartment level, energy bills were reduced by approximately 34–38% compared to a grid-only baseline. Additionally, the system achieved solar export revenues of up to AUD 4.19/day. These findings underscore the techno-economic effectiveness of the proposed optimization framework in enabling cost-efficient, low-carbon, and grid-friendly energy management in multi-residential urban settings. Full article
(This article belongs to the Section Green Building)
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17 pages, 8615 KB  
Article
A Soft Exoskeleton for Hand Grip Augmentation and Fall Prevention Assistance in Tower Climbing
by Shaojian Fu, Zuyuan Chen, Lu Gan, Jingqi Ling, Hao Huang, Junkai Chen and Yitong Zhou
Biomimetics 2025, 10(11), 721; https://doi.org/10.3390/biomimetics10110721 - 29 Oct 2025
Viewed by 1080
Abstract
This study presents a soft exoskeleton system designed to enhance the safety of electrical maintenance personnel during tower climbing by augmenting the hand grip and providing fall prevention assistance. Inspired by biological principles, a compact, stroke-amplified, and fast-response actuator based on a spring [...] Read more.
This study presents a soft exoskeleton system designed to enhance the safety of electrical maintenance personnel during tower climbing by augmenting the hand grip and providing fall prevention assistance. Inspired by biological principles, a compact, stroke-amplified, and fast-response actuator based on a spring energy storage–release mechanism was developed and evaluated through tensile and speed tests, demonstrating sufficient locking force and a fast response time of 37.5 ms. A dual-sensing module integrating pressure and flexible bending sensors was designed to detect grasping states in real time. System effectiveness was further validated through functional electrical stimulation (FES) and simulated climbing experiments. FES tests confirmed the system’s ability to maintain grasp posture under involuntary hand extension, while climbing experiments verified consistent and reliable transitions between locking and unlocking during movement. Although preliminary, these results suggest that integrating soft exoskeletons with rapid-response actuators offers a promising solution for improving grip stability and operational safety in high-risk vertical environments. Full article
(This article belongs to the Special Issue Advanced Service Robots: Exoskeleton Robots 2025)
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21 pages, 5551 KB  
Article
Magnetically Coupled Free Piston Stirling Generator for Low Temperature Thermal Energy Extraction Using Ocean as Heat Sink
by Hao Tian, Zezhong Gao and Yongjun Gong
J. Mar. Sci. Eng. 2025, 13(11), 2046; https://doi.org/10.3390/jmse13112046 - 25 Oct 2025
Viewed by 727
Abstract
The ocean, as one of the largest thermal energy storage bodies on earth, has great potential as a thermal-electric energy reserve. Application of the relatively fixed-temperature ocean as the heat sink, and using concentrated solar energy as the heat source, one may construct [...] Read more.
The ocean, as one of the largest thermal energy storage bodies on earth, has great potential as a thermal-electric energy reserve. Application of the relatively fixed-temperature ocean as the heat sink, and using concentrated solar energy as the heat source, one may construct a mobile power station on the ocean’s surface. However, a traditional solar-based heat source requires a large footprint to concentrate the light beam, resulting in bulky parabolic dishes, which are impractical under ocean engineering scenarios. For buoy-sized applications, the small form factor of the energy collector can only achieve limited temperature differential, and its energy quality is deemed to be unusable by traditional spring-loaded free piston Stirling engines. Facing these challenges, a low-temperature differential free piston Stirling engine is presented. The engine features a large displacer piston (ϕ136, 5 mm thick) made of corrugated board, and an aluminum power piston (ϕ10). Permanent magnets embedded in both pistons couple them through magnetic attraction rather than a mechanical spring. This magnetic “spring” delivers an inverse-exponential force–distance relation: weak attraction at large separations minimizes damping, while strong attraction at small separations efficiently transfers kinetic energy from the displacer to the power piston. Engine dynamics are captured by a lumped-parameter model implemented in Simulink, with key magnetic parameters extracted from finite-element analysis. Initial results have shown that the laboratory prototype can operate continuously across heater-to-cooler temperature differences of 58–84 K, sustaining flywheel speeds of 258–324 RPM. Full article
(This article belongs to the Section Marine Energy)
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