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Search Results (527)

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Keywords = capacitive load

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30 pages, 5886 KiB  
Article
Split Capacitive Boosting Technique for High-Slew-Rate Single-Ended Amplifiers: Design and Optimization
by Francesco Gagliardi, Paolo Bruschi, Massimo Piotto and Michele Dei
Electronics 2025, 14(16), 3225; https://doi.org/10.3390/electronics14163225 - 14 Aug 2025
Viewed by 58
Abstract
Parallel-type slew-rate enhancers (PSREs) improve the driving capability of operational transconductance amplifiers (OTAs) for large capacitive loads. While capacitive-boosting (CB) techniques enhance PSRE efficiency in fully-differential designs, their application to single-ended configurations—common in off-chip load driving—remains unexplored. This work identifies a critical limitation [...] Read more.
Parallel-type slew-rate enhancers (PSREs) improve the driving capability of operational transconductance amplifiers (OTAs) for large capacitive loads. While capacitive-boosting (CB) techniques enhance PSRE efficiency in fully-differential designs, their application to single-ended configurations—common in off-chip load driving—remains unexplored. This work identifies a critical limitation of standard CB in single-ended unity-gain buffers: severe slew-rate degradation due to large common-mode input swings. To overcome this, we propose a novel split CB (SCB) technique for single-ended PSREs that strategically divides the boosting capacitance. Simulated in a 0.18-µm CMOS process, the proposed method achieves a ×5.53 reduction in settling time compared to standard CB when driving a 1-nF load. With only 4 µA quiescent current under a 3.3-V supply, it attains a 1% settling time of 2.56 µs for 2.64-V steps, demonstrating robust performance across process-voltage-temperature variations. This technique enables low-power, high-speed interfaces for drivers of off-chip devices. Full article
(This article belongs to the Special Issue Analog/Mixed Signal Integrated Circuit Design)
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26 pages, 7180 KiB  
Article
Mechanoelectrical Effects in Natural Fiber-Reinforced Polymers as Structural Health Monitoring
by Christoph Maier, Philipp Huber, Armin Wittmann, Klaus Peter Koch and Georg Fischer
J. Compos. Sci. 2025, 9(8), 430; https://doi.org/10.3390/jcs9080430 - 8 Aug 2025
Viewed by 332
Abstract
Natural fiber-reinforced polymers are gaining popularity as sustainable structural materials. However, their inherent variability can limit their reliability in load-bearing applications. To address this issue, we investigate a novel structural health monitoring method that leverages mechanoelectrical effects in flax fiber-reinforced epoxy composites. In [...] Read more.
Natural fiber-reinforced polymers are gaining popularity as sustainable structural materials. However, their inherent variability can limit their reliability in load-bearing applications. To address this issue, we investigate a novel structural health monitoring method that leverages mechanoelectrical effects in flax fiber-reinforced epoxy composites. In our study, a contactless capacitive coupled measurement setup records electrical polarization during fatigue testing at four load levels. The polarization signals we observed increased with increasing load levels. Additionally, changes in polarization correlate with changes in dynamic modulus, providing early indicators of potential failure. This work lays the foundation for a new type of structural health monitoring in natural fiber-reinforced polymers. Full article
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15 pages, 2440 KiB  
Article
An Ultra-Robust, Highly Compressible Silk/Silver Nanowire Sponge-Based Wearable Pressure Sensor for Health Monitoring
by Zijie Li, Ning Yu, Martin C. Hartel, Reihaneh Haghniaz, Sam Emaminejad and Yangzhi Zhu
Biosensors 2025, 15(8), 498; https://doi.org/10.3390/bios15080498 - 1 Aug 2025
Viewed by 306
Abstract
Wearable pressure sensors have emerged as vital tools in personalized monitoring, promising transformative advances in patient care and diagnostics. Nevertheless, conventional devices frequently suffer from limited sensitivity, inadequate flexibility, and concerns regarding biocompatibility. Herein, we introduce silk fibroin, a naturally occurring protein extracted [...] Read more.
Wearable pressure sensors have emerged as vital tools in personalized monitoring, promising transformative advances in patient care and diagnostics. Nevertheless, conventional devices frequently suffer from limited sensitivity, inadequate flexibility, and concerns regarding biocompatibility. Herein, we introduce silk fibroin, a naturally occurring protein extracted from silkworm cocoons, as a promising material platform for next-generation wearable sensors. Owing to its remarkable biocompatibility, mechanical robustness, and structural tunability, silk fibroin serves as an ideal substrate for constructing capacitive pressure sensors tailored to medical applications. We engineered silk-derived capacitive architecture and evaluated its performance in real-time human motion and physiological signal detection. The resulting sensor exhibits a high sensitivity of 18.68 kPa−1 over a broad operational range of 0 to 2.4 kPa, enabling accurate tracking of subtle pressures associated with pulse, respiration, and joint articulation. Under extreme loading conditions, our silk fibroin sensor demonstrated superior stability and accuracy compared to a commercial resistive counterpart (FlexiForce™ A401). These findings establish silk fibroin as a versatile, practical candidate for wearable pressure sensing and pave the way for advanced biocompatible devices in healthcare monitoring. Full article
(This article belongs to the Special Issue Wearable Biosensors and Health Monitoring)
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26 pages, 4981 KiB  
Article
Modeling and Characteristic Analysis of Mistuned Series–Series-Compensated Wireless Charging System for EVs
by Weihan Li, Yunhan Han and Chenxu Li
Energies 2025, 18(15), 4091; https://doi.org/10.3390/en18154091 - 1 Aug 2025
Viewed by 311
Abstract
Cumulative mistuning effects in electric vehicle wireless charging systems, arising from component tolerances, coil misalignments, and aging-induced drifts, can significantly degrade system performance. To mitigate this issue, this work establishes an analysis model for mistuned series–series-compensated wireless power transfer (WPT) systems. Through equivalent [...] Read more.
Cumulative mistuning effects in electric vehicle wireless charging systems, arising from component tolerances, coil misalignments, and aging-induced drifts, can significantly degrade system performance. To mitigate this issue, this work establishes an analysis model for mistuned series–series-compensated wireless power transfer (WPT) systems. Through equivalent simplification of mistuned parameters, we systematically examine the effects of compensation capacitances and coil inductances on input impedance, output power, and efficiency in SS-compensated topologies across wide load ranges and different coupling coefficients. Results reveal that transmitter-side parameter deviations exert more pronounced impacts on input impedance and power gain than receiver-side variations. Remarkably, under receiver-side inductance mistuning of −20%, a significant 32° shift in the input impedance angle was observed. Experimental validation on a 500 W prototype confirms ≤5% maximum deviation between calculated and measured values for efficiency, input impedance angle, and power gain. Full article
(This article belongs to the Special Issue Wireless Charging Technologies for Electric Vehicles)
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22 pages, 8473 KiB  
Article
Designing a Power Supply System for an Amphibious Robot Based on Wave Energy Generation
by Lishan Ma, Fang Huang, Lingxiao Li, Qiang Fu, Chunjie Wang and Xinpeng Wang
J. Mar. Sci. Eng. 2025, 13(8), 1466; https://doi.org/10.3390/jmse13081466 - 30 Jul 2025
Viewed by 308
Abstract
As the range of applications for amphibious robots expands, higher demands are being placed on their working time and working range. This paper proposed a power supply system for an amphibious robot based on wave energy generation, which can convert wave energy into [...] Read more.
As the range of applications for amphibious robots expands, higher demands are being placed on their working time and working range. This paper proposed a power supply system for an amphibious robot based on wave energy generation, which can convert wave energy into electric energy to enhance endurance. First, the no-load induced electromotive force, magnetic line distribution vector diagrams, and magnetic density cloud diagrams of the cylindrical and flat generators were compared by finite element simulation, which determined that the cylindrical structure has better power generation performance. Then, the electromagnetic parameters of the cylindrical generator were analyzed using Ansys Maxwell, and the final dimensions were determined. Finally, the wave motion was simulated using a swing motor, and the effects of different cutting speeds for the actuator before and after rectification, as well as series-parallel capacitance on the power generation performance of the designed generator, were experimentally analyzed. This provides a potential solution to enhance the working time and working range of amphibious robots. Full article
(This article belongs to the Section Ocean Engineering)
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20 pages, 7725 KiB  
Article
Harmonic Distortion Peculiarities of High-Frequency SiGe HBT Power Cells for Radar Front End and Wireless Communication
by Paulius Sakalas and Anindya Mukherjee
Electronics 2025, 14(15), 2984; https://doi.org/10.3390/electronics14152984 - 26 Jul 2025
Viewed by 287
Abstract
High-frequency (h. f.) harmonic distortion (HD) of advanced SiGe heterojunction bipolar transistor (HBT)-based power cells (PwCs), featuring optimized metallization interconnections between individual HBTs, was investigated. Single tone input power (Pin) excitations at 1, 2, 5, and 10 GHz frequencies were [...] Read more.
High-frequency (h. f.) harmonic distortion (HD) of advanced SiGe heterojunction bipolar transistor (HBT)-based power cells (PwCs), featuring optimized metallization interconnections between individual HBTs, was investigated. Single tone input power (Pin) excitations at 1, 2, 5, and 10 GHz frequencies were employed. The output power (Pout) of the fundamental tone and its harmonics were analyzed in both the frequency and time domains. A rapid increase in the third harmonic of Pout was observed at input powers exceeding −8 dBm for a fundamental frequency of 10 GHz in two different PwC technologies. This increase in the third harmonic was analyzed in terms of nonlinear current waveforms, the nonlinearity of the HBT p-n junction diffusion capacitances, substrate current behavior versus Pin, and avalanche multiplication current. To assess the RF power performance of the PwCs, scalar and vectorial load-pull (LP) measurements were conducted and analyzed. Under matched conditions, the SiGe PwCs demonstrated good linearity, particularly at high frequencies. The key power performance of the PwCs was measured and simulated as follows: input power 1 dB compression point (Pin_1dB) of −3 dBm, transducer power gain (GT) of 15 dB, and power added efficiency (PAE) of 50% at 30 GHz. All measured data were corroborated with simulations using the compact model HiCuM L2. Full article
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18 pages, 1587 KiB  
Article
Management of Mobile Resonant Electrical Systems for High-Voltage Generation in Non-Destructive Diagnostics of Power Equipment Insulation
by Anatolii Shcherba, Dmytro Vinnychenko, Nataliia Suprunovska, Sergy Roziskulov, Artur Dyczko and Roman Dychkovskyi
Electronics 2025, 14(15), 2923; https://doi.org/10.3390/electronics14152923 - 22 Jul 2025
Viewed by 290
Abstract
This research presents the development and management principles of mobile resonant electrical systems designed for high-voltage generation, intended for non-destructive diagnostics of insulation in high-power electrical equipment. The core of the system is a series inductive–capacitive (LC) circuit characterized by a high quality [...] Read more.
This research presents the development and management principles of mobile resonant electrical systems designed for high-voltage generation, intended for non-destructive diagnostics of insulation in high-power electrical equipment. The core of the system is a series inductive–capacitive (LC) circuit characterized by a high quality (Q) factor and operating at high frequencies, typically in the range of 40–50 kHz or higher. Practical implementations of the LC circuit with Q-factors exceeding 200 have been achieved using advanced materials and configurations. Specifically, ceramic capacitors with a capacitance of approximately 3.5 nF and Q-factors over 1000, in conjunction with custom-made coils possessing Q-factors above 280, have been employed. These coils are constructed using multi-core, insulated, and twisted copper wires of the Litzendraht type to minimize losses at high frequencies. Voltage amplification within the system is effectively controlled by adjusting the current frequency, thereby maximizing voltage across the load without increasing the system’s size or complexity. This frequency-tuning mechanism enables significant reductions in the weight and dimensional characteristics of the electrical system, facilitating the development of compact, mobile installations. These systems are particularly suitable for on-site testing and diagnostics of high-voltage insulation in power cables, large rotating machines such as turbogenerators, and other critical infrastructure components. Beyond insulation diagnostics, the proposed system architecture offers potential for broader applications, including the charging of capacitive energy storage units used in high-voltage pulse systems. Such applications extend to the synthesis of micro- and nanopowders with tailored properties and the electrohydropulse processing of materials and fluids. Overall, this research demonstrates a versatile, efficient, and portable solution for advanced electrical diagnostics and energy applications in the high-voltage domain. Full article
(This article belongs to the Special Issue Energy Harvesting and Energy Storage Systems, 3rd Edition)
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19 pages, 5202 KiB  
Article
Optimizing Energy/Current Fluctuation of RF-Powered Secure Adiabatic Logic for IoT Devices
by Bendito Freitas Ribeiro and Yasuhiro Takahashi
Sensors 2025, 25(14), 4419; https://doi.org/10.3390/s25144419 - 16 Jul 2025
Viewed by 452
Abstract
The advancement of Internet of Things (IoT) technology has enabled battery-powered devices to be deployed across a wide range of applications; however, it also introduces challenges such as high energy consumption and security vulnerabilities. To address these issues, adiabatic logic circuits offer a [...] Read more.
The advancement of Internet of Things (IoT) technology has enabled battery-powered devices to be deployed across a wide range of applications; however, it also introduces challenges such as high energy consumption and security vulnerabilities. To address these issues, adiabatic logic circuits offer a promising solution for achieving energy efficiency and enhancing the security of IoT devices. Adiabatic logic circuits are well suited for energy harvesting systems, especially in applications such as sensor nodes, RFID tags, and other IoT implementations. In these systems, the harvested bipolar sinusoidal RF power is directly used as the power supply for the adiabatic logic circuit. However, adiabatic circuits require a peak detector to provide bulk biasing for pMOS transistors. To meet this requirement, a diode-connected MOS transistor-based voltage doubler circuit is used to convert the sinusoidal input into a usable DC signal. In this paper, we propose a novel adiabatic logic design that maintains low power consumption while optimizing energy and current fluctuations across various input transitions. By ensuring uniform and complementary current flow in each transition within the logic circuit’s functional blocks, the design reduces energy variation and enhances resistance against power analysis attacks. Evaluation under different clock frequencies and load capacitances demonstrates that the proposed adiabatic logic circuit exhibits lower fluctuation and improved security, particularly at load capacitances of 50 fF and 100 fF. The results show that the proposed circuit achieves lower power dissipation compared to conventional designs. As an application example, we implemented an ultrasonic transmitter circuit within a LoRaWAN network at the end-node sensor level, which serves as both a communication protocol and system architecture for long-range communication systems. Full article
(This article belongs to the Special Issue Feature Papers in Electronic Sensors 2025)
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17 pages, 5309 KiB  
Article
Application of Carbon Nanotube-Based Elastomeric Matrix for Capacitive Sensing in Diabetic Foot Orthotics
by Monisha Elumalai, Andre Childs, Samantha Williams, Gabriel Arguello, Emily Martinez, Alaina Easterling, Dawn San Luis, Swaminathan Rajaraman and Charles M. Didier
Micromachines 2025, 16(7), 804; https://doi.org/10.3390/mi16070804 - 11 Jul 2025
Viewed by 532
Abstract
Diabetic foot ulcers (DFUs) represent a critical global health issue, necessitating the development of advanced smart, flexible, and wearable sensors for continuous monitoring that are reimbursable within foot orthotics. This study presents the design and characterization of a pressure sensor implemented into a [...] Read more.
Diabetic foot ulcers (DFUs) represent a critical global health issue, necessitating the development of advanced smart, flexible, and wearable sensors for continuous monitoring that are reimbursable within foot orthotics. This study presents the design and characterization of a pressure sensor implemented into a shoe insole to monitor diabetic wound pressures, emphasizing the need for a high sensitivity, durability under cyclic mechanical loading, and a rapid response time. This investigation focuses on the electrical and mechanical properties of carbon nanotube (CNT) composites utilizing Ecoflex and polydimethylsiloxane (PDMS). Morphological characterization was conducted using Transmission Electron Microscopy (TEM), Laser Confocal Microscopy, and Scanning Electron Microscopy (SEM). The electrical and mechanical properties of the CNT/Ecoflex- and the CNT/PDMS-based sensor composites were then investigated. CNT/Ecoflex was then further evaluated due to its lower variability performance between cycles at the same pressure, as well as its consistently higher capacitance values across all trials in comparison to CNT/PDMS. The CNT/Ecoflex composite sensor showed a high sensitivity (2.38 to 3.40 kPa−1) over a pressure sensing range of 0 to 68.95 kPa. The sensor’s stability was further assessed under applied pressures simulating human weight. A custom insole prototype, incorporating 12 CNT/Ecoflex elastomeric matrix-based sensors (as an example) distributed across the metatarsal heads, midfoot, and heel regions, was developed and characterized. Capacitance measurements, ranging from 0.25 pF to 60 pF, were obtained across N = 3 feasibility trials, demonstrating the sensor’s response to varying pressure conditions linked to different body weights. These results highlight the potential of this flexible insole prototype for precise and real-time plantar surface monitoring, offering an approachable avenue for a challenging diabetic orthotics application. Full article
(This article belongs to the Special Issue Bioelectronics and Its Limitless Possibilities)
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19 pages, 287 KiB  
Article
Using Cholesterol-Loaded Cyclodextrin to Improve Cryo-Survivability and Reduce Capacitation-Like Changes in Gender-Ablated Jersey Semen
by Ahmed S. Aly, Kevin J. Rozeboom and John J. Parrish
Animals 2025, 15(14), 2038; https://doi.org/10.3390/ani15142038 - 11 Jul 2025
Viewed by 432
Abstract
Sexing procedures and subsequent freezing still impact sperm cells, leading to decreased fertility of gender-ablated semen. This study aimed to enhance cryo-survivability and reduce the capacitation-like change rate of gender-ablated semen by adding 2 mg of cholesterol-loaded cyclodextrin (CLC) per mL of extended [...] Read more.
Sexing procedures and subsequent freezing still impact sperm cells, leading to decreased fertility of gender-ablated semen. This study aimed to enhance cryo-survivability and reduce the capacitation-like change rate of gender-ablated semen by adding 2 mg of cholesterol-loaded cyclodextrin (CLC) per mL of extended semen containing 67 × 106 sperm cells. This marks the first use of CLC with gender-ablated semen. Semen from four Jersey bulls was used for this study. Viability, motility, and mitochondrial activity were evaluated and adjusted to account for the inactivation of undesired sex sperm cells during processing. Binding ability to oviduct cells, fertilizing ability, and acrosome status were also evaluated. Adding CLC did not increase sperm motility. The population with intact membranes and acrosomes was significantly increased (p < 0.05) from 28.9 ± 1.2% to 34.1 ± 1.2% in the CLC-treated group. Mitochondrial potential, capacitation status at the membrane, calcium levels, and binding ability to oviduct cells were maintained. CLC treatment did not delay capacitation while significantly improving fertilization rates after 8 and 12 h of co-incubation (77 ± 3% vs. 67 ± 3% and 82 ± 3% vs. 74 ± 3%, respectively; p < 0.05). In conclusion, CLC addition significantly improved gender-ablated post-thaw sperm viability, acrosome integrity, and fertilizing ability while preserving motility, capacitation progress, and binding ability to oviduct cells. Full article
(This article belongs to the Section Animal Reproduction)
19 pages, 3483 KiB  
Article
Preparation of CF-NiO-PANI Electrodes and Study on the Efficiency of MFC in Recovering Potato Starch Wastewater
by Yiwei Han, Jingyuan Wang, Liming Jiang, Jiuming Lei, Wenjing Li, Tianyi Yang, Zhijie Wang, Jinlong Zuo and Yuyang Wang
Coatings 2025, 15(7), 776; https://doi.org/10.3390/coatings15070776 - 30 Jun 2025
Viewed by 280
Abstract
Microbial Fuel Cell (MFC) is a novel bioelectrochemical system that catalyzes the oxidation of chemical energy in organic waste and converts it directly into electrical energy through the attachment and growth of electroactive microorganisms on the electrode surface. This technology realizes the synergistic [...] Read more.
Microbial Fuel Cell (MFC) is a novel bioelectrochemical system that catalyzes the oxidation of chemical energy in organic waste and converts it directly into electrical energy through the attachment and growth of electroactive microorganisms on the electrode surface. This technology realizes the synergistic effect of waste treatment and renewable energy production. A CF-NiO-PANI capacitor composite anode was prepared by loading polyaniline on a CF-NiO electrode to improve the capacitance of a CF electrode. The electrochemical characteristics of the composite anode were evaluated using cyclic voltammetry (CV) and electrochemical impedance spectroscopy (EIS), and the electrode materials were analyzed comprehensively by scanning electron microscopy (SEM), energy diffusion spectrometer (EDS), and Fourier transform infrared spectroscopy (FTIR). MFC system based on CF-NiO-PANI composite anode showed excellent energy conversion efficiency in potato starch wastewater treatment, and its maximum power density increased to 0.4 W/m3, which was 300% higher than that of the traditional CF anode. In the standard charge–discharge test (C1000/D1000), the charge storage capacity of the composite anode reached 2607.06 C/m2, which was higher than that of the CF anode (348.77 C/m2). Microbial community analysis revealed that the CF-NiO-PANI anode surface formed a highly efficient electroactive biofilm dominated by electrogenic bacteria (accounting for 47.01%), confirming its excellent electron transfer ability. The development of this innovative capacitance-catalytic dual-function anode material provides a new technical path for the synergistic optimization of wastewater treatment and energy recovery in MFC systems. Full article
(This article belongs to the Section Environmental Aspects in Colloid and Interface Science)
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20 pages, 3790 KiB  
Article
Fabrication of CF–NiO Electrodes and Performance Evaluation of Microbial Fuel Cells in the Treatment of Potato Starch Wastewater
by Tianyi Yang, Song Xue, Liming Jiang, Jiuming Lei, Wenjing Li, Yiwei Han, Zhijie Wang, Jinlong Zuo and Yuyang Wang
Coatings 2025, 15(7), 760; https://doi.org/10.3390/coatings15070760 - 27 Jun 2025
Viewed by 546
Abstract
Microbial fuel cells (MFCs) generate electricity through the microbial oxidation of organic waste. However, the inherent electrochemical performance of carbon felt (CF) electrodes is relatively poor and requires enhancement. In this study, nickel oxide (NiO) was successfully loaded onto CF to improve its [...] Read more.
Microbial fuel cells (MFCs) generate electricity through the microbial oxidation of organic waste. However, the inherent electrochemical performance of carbon felt (CF) electrodes is relatively poor and requires enhancement. In this study, nickel oxide (NiO) was successfully loaded onto CF to improve its electrode performance, thereby enhancing the electricity generation capacity of MFCs during the degradation of treated wastewater. Scanning electron microscopy (SEM), X-ray diffraction (XRD), and energy diffusion spectrometer (EDS) analyses confirmed the successful deposition of NiO on the CF surface. The modification enhanced both the conductivity and capacitance of the electrode and increased the number of microbial attachment sites on the carbon fiber filaments. The prepared CF–NiO electrode was employed as the anode in an MFC, and its electrochemical and energy storage performance were evaluated. The maximum power density of the MFC with the CF–NiO anode reached 0.22 W/m2, compared to 0.08 W/m2 for the unmodified CF anode. Under the C1000-D1000 condition, the charge storage capacity and total charge output of the CF–NiO anode were 1290.03 C/m2 and 14,150.03 C/m2, respectively, which are significantly higher than the 452.9 C/m2 and 6742.67 C/m2 observed for the CF anode. These results indicate notable improvements in both power generation and energy storage performance. High-throughput gene sequencing of the anodic biofilm following MFC acclimation revealed that the CF–NiO anode surface hosted a higher proportion of electroactive bacteria. This suggests that the NiO modification enhances the biodegradation of organic matter and improves electricity generation efficiency. Full article
(This article belongs to the Section Environmental Aspects in Colloid and Interface Science)
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33 pages, 5290 KiB  
Article
Enhancing Power Converter Reliability Through a Logistic Regression-Based Non-Invasive Fault Diagnosis Technique
by Acácio M. R. Amaral
Appl. Sci. 2025, 15(13), 6971; https://doi.org/10.3390/app15136971 - 20 Jun 2025
Viewed by 359
Abstract
Sustainability can be achieved through the widespread adoption of electrification across multiple sectors of activity, which would thereby enable increased operational efficiency and reduce the environmental impact. The attainment of this purpose relies on electrical circuits that convert electrical energy from renewable power [...] Read more.
Sustainability can be achieved through the widespread adoption of electrification across multiple sectors of activity, which would thereby enable increased operational efficiency and reduce the environmental impact. The attainment of this purpose relies on electrical circuits that convert electrical energy from renewable power plants into forms that are compatible with the specific requirements of the load. Failure of the aforementioned circuits, denominated as power converters, can lead to financial losses resulting from unexpected shutdowns and, in critical systems, can pose significant risks to human life. This article focuses on the topic of fault diagnosis in power converters. Some of the most vulnerable components of these converters are the capacitors used in the DC-link, whose failure evolves gradually. When the capacitor internal resistance (ESR) or the capacitor capacitance (C) exceeds a certain threshold value, it is advisable to propose a system shutdown, as soon as possible, to replace the capacitor. The solution presented in this article combines signal processing techniques (SPTs) with a machine learning (ML) algorithm to determine the optimal time for capacitor replacement. The ML algorithm employed herein was a logistic regression (LR) algorithm which classified the capacitor into one of two states: normal operation (0) or failure (1). To train and evaluate the LR model, two different datasets were created using various electrical quantities that can be measured non-invasively. The model demonstrated excellent performance, achieving an accuracy, precision, recall, and F1 score above 0.99. Full article
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20 pages, 355 KiB  
Article
NeuHH: A Neuromorphic-Inspired Hyper-Heuristic Framework for Solving the Capacitated Single-Allocation p-Hub Location Routing Problem
by Kassem Danach, Hassan Harb, Semaan Amine and Mariem Belhor
Vehicles 2025, 7(2), 61; https://doi.org/10.3390/vehicles7020061 - 17 Jun 2025
Viewed by 578
Abstract
This paper introduces a novel neuromorphic-inspired hyper-heuristic framework (NeuHH) for solving the Capacitated Single-Allocation p-Hub Location Routing Problem (CSAp-HLRP), a challenging combinatorial optimization problem that jointly addresses hub location decisions, capacity constraints, and vehicle routing. The proposed framework employs Spiking Neural Networks (SNNs) [...] Read more.
This paper introduces a novel neuromorphic-inspired hyper-heuristic framework (NeuHH) for solving the Capacitated Single-Allocation p-Hub Location Routing Problem (CSAp-HLRP), a challenging combinatorial optimization problem that jointly addresses hub location decisions, capacity constraints, and vehicle routing. The proposed framework employs Spiking Neural Networks (SNNs) as the decision-making core, leveraging their temporal dynamics and spike-timing-dependent plasticity (STDP) to guide the real-time selection and adaptation of low-level heuristics. Unlike conventional learning-based hyper-heuristics, NeuHH provides biologically plausible, event-driven learning with improved scalability and interpretability. Experimental results on benchmark instances demonstrate that NeuHH outperforms classical metaheuristics, Lagrangian relaxation methods, and reinforcement learning-based hyper-heuristics. Specifically, NeuHH achieves superior performance in total cost minimization (up to 13.6% reduction), load balance improvement (achieving a load balance factor of as low as 1.04), and heuristic adaptability (reflected by higher heuristic switching frequency). These results highlight the framework’s potential for real-time and energy-efficient logistics optimization in large-scale dynamic networks. Full article
(This article belongs to the Special Issue Sustainable Traffic and Mobility)
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23 pages, 2167 KiB  
Article
Analysis and Control of Voltage Stability in Offshore Wind Systems Under Small Disturbances
by João P. L. Dantas, Marley F. Tavares, Ana J. O. Marques and Murilo E. C. Bento
Energies 2025, 18(12), 3050; https://doi.org/10.3390/en18123050 - 9 Jun 2025
Viewed by 543
Abstract
This paper proposes an analysis of voltage stability under small disturbances following the integration of an offshore wind farm into a real power system, considering various load and generation scenarios under both normal and post-disturbance conditions. This study utilizes the southern region equivalent [...] Read more.
This paper proposes an analysis of voltage stability under small disturbances following the integration of an offshore wind farm into a real power system, considering various load and generation scenarios under both normal and post-disturbance conditions. This study utilizes the southern region equivalent system, simulated with Anarede software version 11.7.2, an offshore wind farm with a maximum capacity of 2010 MW. This wind farm is modeled as a PQ bus, operating at partial (50%) and full (100%) generation levels. Three power factor scenarios are examined: resistive, capacitive, and inductive. Submodule 2.3 of the Brazilian National System Operator guidelines states that the base case operating conditions are considered voltage insecurity. Resistive and capacitive power factor operation improved voltage stability margins but resulted in overvoltage on several buses. Conversely, inductive power factor operation led to reduced stability margins and undervoltages at buses near the wind farm. Contingency analysis further revealed stability margins below security limits. Static Var Compensators were installed at critical buses to mitigate these effects, successfully eliminating the initial overvoltage and undervoltage. Modeling as PQ buses does not guarantee stability, making compensators essential for the safe integration of offshore wind generation in Brazilian test systems. Full article
(This article belongs to the Special Issue Stability Problems and Countermeasures in New Power Systems)
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