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Search Results (666)

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Keywords = low-frequency magnetic field

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23 pages, 1955 KB  
Article
2n Pseudo-Random Coding Square-Wave Signal Injection Scheme for Sensorless Control of PMSM Drives
by Mingli Ji, Weijie Xue, Xiaoqiang Li, Miao Xie and Xiaojie Wu
Appl. Sci. 2026, 16(14), 7113; https://doi.org/10.3390/app16147113 - 15 Jul 2026
Abstract
Permanent magnet synchronous motors (PMSMs) are widely used in various fields due to their advantages. However, mechanical position sensor failures will cause various serious safety issues. High-frequency square-wave injection (HF-SWI) enables sensorless control of PMSMs at low speeds; yet, the fixed-frequency nature of [...] Read more.
Permanent magnet synchronous motors (PMSMs) are widely used in various fields due to their advantages. However, mechanical position sensor failures will cause various serious safety issues. High-frequency square-wave injection (HF-SWI) enables sensorless control of PMSMs at low speeds; yet, the fixed-frequency nature of conventional methods results in narrow current power spectral density (PSD), causing harsh noise and limiting the widespread application of sensorless control, especially in household appliances. To address this, this paper proposes a pseudo-random coding (PRC) injection strategy. First, a 23 PRC-injection method (23 PRC-IN) is introduced, which disrupts the signal periodicity by varying the injection frequency and amplitude, thereby significantly expanding the current PSD. To further suppress residual peaks in the 23 PRC-IN, an improved 2(3&1) PRC-IN method is developed. By optimizing the code transition logic, this approach can completely eliminate the sharp noise. Experiments on a 5.5 kW PMSM platform validate that the proposed methods effectively broaden the current PSD and reduce the noise without compromising position observation accuracy. Full article
21 pages, 6586 KB  
Article
Investigation of Magnetoelectric Properties and Applications in Multiferroic Composite
by Tingyu Deng, Jinlou Gu, Dong Wang and Jie Jiao
Sensors 2026, 26(14), 4418; https://doi.org/10.3390/s26144418 - 12 Jul 2026
Viewed by 259
Abstract
In this work, resonator applications based on the magnetoelectric coupling effect in multiferroic materials are systematically investigated, with particular emphasis on mechanically driven ME antennas. A finite-element model is established to analyze the electromechanical response and coupling behavior of the device. To better [...] Read more.
In this work, resonator applications based on the magnetoelectric coupling effect in multiferroic materials are systematically investigated, with particular emphasis on mechanically driven ME antennas. A finite-element model is established to analyze the electromechanical response and coupling behavior of the device. To better describe the converse ME process, a nonlinear magnetostrictive model is introduced to evaluate the influence of material properties, structural configuration, and DC bias magnetic field on resonance characteristics and radiation performance. The simulation results show that the radiation intensity of the ME antenna is strongly dependent on the applied bias magnetic field and can be significantly enhanced under the optimal operating condition. On this basis, key parameters are optimized to reduce the resonance frequency and improve the radiation response. Prototype devices are then fabricated and experimentally characterized. The measured results verify the predicted resonance behavior and demonstrate the feasibility of the proposed devices in low-frequency wireless communication and magnetic-anomaly sensing. This study provides theoretical guidance and experimental support for the design of portable low-frequency ME antenna systems and other resonator-based magnetoelectric devices. Full article
(This article belongs to the Section Physical Sensors)
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16 pages, 7810 KB  
Article
Synergy of Extremely Low-Frequency Electromagnetic Fields (ELFEFs) and Sex Hormones Against Oxidative Stress in Multiple Sclerosis
by Begoña M. Escribano, Manuel E. Valdelvira, Ana Muñoz-Jurado, Montse Feijóo, Eduardo Agüera-Morales, Javier Caballero-Villarraso, Abel Santamaría and Isaac Túnez
Antioxidants 2026, 15(7), 851; https://doi.org/10.3390/antiox15070851 - 6 Jul 2026
Viewed by 214
Abstract
Transcranial magnetic stimulation (TMS) is a non-invasive brain stimulation method with neuromodulatory capacity in neurodegenerative diseases such as multiple sclerosis (MS). Its therapeutic value is linked to its activity against oxidative stress by activation of antioxidant defenses. The sex hormones, estrogens (E), progesterone [...] Read more.
Transcranial magnetic stimulation (TMS) is a non-invasive brain stimulation method with neuromodulatory capacity in neurodegenerative diseases such as multiple sclerosis (MS). Its therapeutic value is linked to its activity against oxidative stress by activation of antioxidant defenses. The sex hormones, estrogens (E), progesterone (P) and testosterone (T), have demonstrated their power as adjuvants to TMS, improving cortical excitability. The aim of this study was to evaluate the effect of these hormones as adjuvants to extremely low-frequency electromagnetic fields (ELFEFs) in the treatment of experimental autoimmune encephalomyelitis (EAE), the experimental model of MS. The effect of these hormones as replacement therapy was also evaluated in ovariectomized rats treated with ELFEFs. Sixty-five female Dark Agouti rats were divided into 13 groups (5 rats/group), in which biomarkers of oxidative stress and the glutathione redox cycle in non-nervous organs (kidney, liver, heart, intestines and blood) were analyzed. The results show that ELFEFs alone are more effective against oxidative stress. However, P and E were more effective than ELFEFs, both as adjuvants and in hormone replacement therapy, in activating the glutathione system. Therefore, it could be concluded that sex hormones play an important role against MS, enhancing the antioxidant effect of ELFEFs. Full article
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7 pages, 605 KB  
Proceeding Paper
The Impact of Electromagnetic Fields Generated by Electrical Power Installations on the Human Body; Case Study: Increasing the Transmission Capacity of a 110 kV Overhead Line Through Reconduction
by Ovidiu-Magdin Țanța
Eng. Proc. 2026, 148(1), 7; https://doi.org/10.3390/engproc2026148007 - 30 Jun 2026
Viewed by 133
Abstract
The paper analyzes the impact of low-frequency (50 Hz) electromagnetic fields (EMFs) generated by a 110 kV overhead power line (OHL) on the exposure of the population and workers, in the context of increasing transmission capacity through reconduction. For the worst-case operating scenario [...] Read more.
The paper analyzes the impact of low-frequency (50 Hz) electromagnetic fields (EMFs) generated by a 110 kV overhead power line (OHL) on the exposure of the population and workers, in the context of increasing transmission capacity through reconduction. For the worst-case operating scenario (N-1), the levels of the electric field (E) and magnetic induction (B) at 1.5 m above the ground are checked and compared to the limit values established by Recommendation 1999/519/EC for the public and by Romanian Government Decision no. 520/2016, which transposes Directive 2013/35/EU, for workers. The calculation method is based on the Biot–Savart law for the magnetic field and the Maxwell potential coefficient method for the electric field. Full article
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23 pages, 5889 KB  
Article
Non-Contact Transmission Line Galloping Detection Method Utilizing Frequency and Phase Features of Tower-Side Multi-Measuring-Point Magnetic Field
by Jun Chen, Jie Wu, Libing Tao, Luheng Huang, Zhuoru Ye and Yalong Mai
Sensors 2026, 26(13), 3973; https://doi.org/10.3390/s26133973 - 23 Jun 2026
Viewed by 326
Abstract
Non-contact magnetic sensing technology is widely adopted in transmission line online monitoring scenarios including current measurement and fault location for its non-contact measurement capability, strong environmental robustness and low deployment cost. However, existing magnetic-sensing-based galloping monitoring methods suffer from two critical limitations: no [...] Read more.
Non-contact magnetic sensing technology is widely adopted in transmission line online monitoring scenarios including current measurement and fault location for its non-contact measurement capability, strong environmental robustness and low deployment cost. However, existing magnetic-sensing-based galloping monitoring methods suffer from two critical limitations: no theoretical guidance is provided for sensor placement, and a high false detection rate is observed under current fluctuation conditions. To address these issues, a novel transmission line galloping monitoring method based on spatial magnetic field distribution features is proposed in this paper. A conductor galloping-power frequency magnetic field coupling model is first established to derive the optimal magnetic sensor array arrangement strategy. Subsequently, a galloping detection algorithm fusing multi-node frequency-domain features and phase difference information is proposed to eliminate current fluctuation induced false detection. Simulations conducted based on actual 500 kV transmission line parameters and verification tests carried out on a scaled-down laboratory platform confirm that reliable galloping detection can be realized by the proposed method under both current low-frequency oscillation and random fluctuation scenarios. With advantages of non-contact deployment, high anti-interference performance and detection accuracy, the proposed method has promising application potential in engineering-oriented high-voltage transmission line monitoring. Full article
(This article belongs to the Special Issue Smart Magnetic Sensors and Application)
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20 pages, 3157 KB  
Article
A Reciprocal Very-Low-Frequency Mechanically Resonant Magnetoelectric Antenna
by Tingyu Deng, Jinlou Gu, Dong Wang and Jie Jiao
Materials 2026, 19(12), 2652; https://doi.org/10.3390/ma19122652 - 19 Jun 2026
Viewed by 340
Abstract
This study investigates an IPS-type Metglas/PMN-PT laminated magnetoelectric composite and its feasibility as a reciprocal mechanical magnetoelectric antenna for low-frequency transmission and reception. Finite-element simulations under quasi-static and frequency-domain conditions reveal strong magnetoelectric coupling under an optimal DC bias field, with both the [...] Read more.
This study investigates an IPS-type Metglas/PMN-PT laminated magnetoelectric composite and its feasibility as a reciprocal mechanical magnetoelectric antenna for low-frequency transmission and reception. Finite-element simulations under quasi-static and frequency-domain conditions reveal strong magnetoelectric coupling under an optimal DC bias field, with both the direct magnetoelectric effect (DME) and converse magnetoelectric effect (CME) exhibiting pronounced resonance near 14.5 kHz, governed by the same longitudinal extensional vibration mode. Five IPS samples were fabricated and experimentally characterized. All devices showed resonant frequencies within 14.1–14.5 kHz, peak DME coefficients of 3.0 × 106 to 3.9 × 106 pC/Oe, and peak CME coefficients of 12.0~15.8 Oe·cm/V, confirming good fabrication consistency, transmit–receive reciprocity, and array-integration potential. The parallel IPS antenna generated a magnetic flux density of 37 nT at 1 m, and exhibited an equivalent magnetic noise of 63 fT/Hz1/2 at 14.45 kHz. These results demonstrate that the proposed IPS structure combines high-sensitivity reception with efficient low-frequency transmission, showing strong potential for miniaturized, low-power, and long-range magnetic communication and underwater communication applications. Full article
(This article belongs to the Section Materials Physics)
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30 pages, 21482 KB  
Article
Detailed Consideration of a Novel Meandered Dipole Array for Magnetic Resonance Imaging of the Head at 3 Tesla with Low Radiofrequency Power Deposition
by Maryam Arianpouya, Benson Yang, Peter Truong and Simon J. Graham
Sensors 2026, 26(12), 3867; https://doi.org/10.3390/s26123867 - 17 Jun 2026
Viewed by 459
Abstract
Electric dipole antennas can be designed in a variety of geometries and applied across a wide range of configurations. Appropriately designed dipole antennas can provide deep tissue penetration and low radiofrequency (RF) power deposition in magnetic resonance imaging (MRI), making them attractive for [...] Read more.
Electric dipole antennas can be designed in a variety of geometries and applied across a wide range of configurations. Appropriately designed dipole antennas can provide deep tissue penetration and low radiofrequency (RF) power deposition in magnetic resonance imaging (MRI), making them attractive for applications requiring safe and effective RF transmission in deep regions. On clinical 3 T MRI systems, however, conventional dipoles are too large in size for practical imaging of the head. Inspired by telecommunications designs, the present work adapts meandered dipoles (where the conductor is folded to shorten the antenna) with the resonance frequency controlled through trace geometry. Additionally, multi-channel configurations are considered to improve RF power transmission. A straight dipole was progressively transformed into meandered geometries and characterized using benchtop measurements and electromagnetic simulations. Analyses evaluated frequency response, near-field behavior, power-flow directionality, and distributions of local tissue heating and transmitted RF magnetic field in multi-channel arrays. A four-channel parallel-transmit (pTx) prototype was also used to show the feasibility of dipole-based head imaging at 3 T. The present work demonstrates a practical implementation of compact, low-heating dipole arrays for head MRI, with potential for extension to ultra-high-field or multinuclear imaging. Full article
(This article belongs to the Special Issue Advances in MRI Technologies for Biomedical Application)
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13 pages, 1275 KB  
Article
Continuous Monitoring of Magnetic Fields in AC/DC Electric Rail Systems: A Comparative Analysis of Light and Heavy Rail Passenger Exposure
by Liran Shmuel Raz-Steinkrycer, Stelian Gelberg, Ehud Neeman and Boris A. Portnov
Sustainability 2026, 18(12), 6227; https://doi.org/10.3390/su18126227 - 17 Jun 2026
Cited by 1 | Viewed by 212
Abstract
Electrification of public transit is central to sustainable urban development, yet it introduces passenger exposure to extremely low-frequency magnetic fields (ELF-MFs), which the International Agency for Research on Cancer (IARC) classifies as possibly carcinogenic to humans (Group 2B). This study presents a systematic [...] Read more.
Electrification of public transit is central to sustainable urban development, yet it introduces passenger exposure to extremely low-frequency magnetic fields (ELF-MFs), which the International Agency for Research on Cancer (IARC) classifies as possibly carcinogenic to humans (Group 2B). This study presents a systematic cross-platform comparison of ELF-MF exposure in direct current (DC) light rail and alternating current (AC) heavy rail systems operating under a single national regulatory framework. A total of 9100 continuous measurements were collected across 28 trips on the Tel Aviv Red Line light rail transit (1500 V DC) and the Israel Railways Tel Aviv–Binyamina corridor (25 kV, 50 Hz AC) during 23–26 November 2025, using calibrated Tenmars TM-192D gaussmeters. Mean passenger seat magnetic flux density was 0.226 ± 0.147 µT (2.26 ± 1.47 mG) for the DC system and 0.900 ± 0.606 µT (9.00 ± 6.06 mG) for the AC system. The difference was highly significant (Welch’s t = −73.06, p < 0.001). DC light rail exposure remained consistently below Israel’s precautionary 0.4 µT (4 mG) threshold for continuous public exposure, whereas AC heavy rail mean levels exceeded this threshold in every monitored trip while remaining far below ICNIRP general public reference levels. These findings highlight a “Green Dilemma” in sustainable transport policy: the environmental benefits of rail electrification must be balanced with prudent electromagnetic exposure management in jurisdictions applying strict precautionary limits. Full article
(This article belongs to the Section Sustainable Transportation)
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29 pages, 50460 KB  
Article
Analysis of Winding Losses in Permanent Magnet Synchronous Motors with Multilayer Thin Flat-Wire Windings
by Simeng Zhong, Xiaoting Zhang, Aimin Liu, Bingyi Zhang, Yongpeng Cao and Decai Liu
Electronics 2026, 15(12), 2665; https://doi.org/10.3390/electronics15122665 - 16 Jun 2026
Viewed by 229
Abstract
Flat-wire windings have been widely used in high-power-density electric vehicle motors because of their high slot fill factor and high efficiency. However, conventional flat-wire conductors usually have relatively large cross-sectional dimensions, which may lead to significant AC winding losses under high-frequency operation due [...] Read more.
Flat-wire windings have been widely used in high-power-density electric vehicle motors because of their high slot fill factor and high efficiency. However, conventional flat-wire conductors usually have relatively large cross-sectional dimensions, which may lead to significant AC winding losses under high-frequency operation due to the combined effects of the rotor magnetic field and the armature-reaction field. To address this issue, this paper proposes a multilayer thin flat-wire continuous-wave winding and its end-winding transposition method. The parallel multilayer thin flat-wire structure effectively suppresses AC losses by reducing the characteristic dimension of each conductor, while the end-winding transposition method reduces or even eliminates circulating-current losses among parallel strands without compromising slot utilization. An analytical calculation method is established to investigate the AC loss characteristics of the multilayer thin flat-wire winding, and the main influencing factors of winding losses are analyzed. To address the circulating-current loss issue, the loss suppression effect of the transposition method is quantitatively evaluated, and an intermittent transposition method with both effective circulating-current suppression and fewer end-winding crossovers is proposed. Finally, the proposed method is validated by finite-element analysis (FEA) and prototype experiments. The results show that the proposed winding can significantly reduce AC losses over a wide speed range, providing a low loss and manufacturable winding design solution for high-power-density electric vehicle traction motors. Full article
(This article belongs to the Special Issue Modeling and Control of Power Converters for Power Systems)
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26 pages, 1440 KB  
Review
Magnetic Fields in Cancer Therapy: Mechanistic Insights, Signaling Pathways, and Evidence from Clinical and In Vitro Studies
by Sadettin Berkay Sarli and Asiye Busra Boz Er
Pharmaceutics 2026, 18(6), 742; https://doi.org/10.3390/pharmaceutics18060742 - 15 Jun 2026
Viewed by 942
Abstract
Magnetic fields (MFs) represent an emerging modality in cancer therapy, encompassing static, low-frequency, pulsed, and nanoparticle-mediated alternating fields. These interventions have demonstrated the capacity to modulate proliferation, apoptosis, ferroptosis, migration, and epithelial-to-mesenchymal transition (EMT) in tumor cells, often through reactive oxygen species (ROS) [...] Read more.
Magnetic fields (MFs) represent an emerging modality in cancer therapy, encompassing static, low-frequency, pulsed, and nanoparticle-mediated alternating fields. These interventions have demonstrated the capacity to modulate proliferation, apoptosis, ferroptosis, migration, and epithelial-to-mesenchymal transition (EMT) in tumor cells, often through reactive oxygen species (ROS) modulation, ion channel regulation, membrane receptor dynamics, and lysosomal membrane permeabilization. Magnetic nanoparticle hyperthermia (MHT) has reached clinical application, showing promising outcomes in glioblastoma and prostate cancer, while pulsed electromagnetic fields (PEMFs) and magneto-mechanical approaches are under preclinical investigation. The mechanistic diversity of MFs allows synergistic combination with chemotherapy, radiotherapy, and immunotherapy. However, parameter sensitivity, field standardization, and long-term safety remain challenges. Here, we review mechanistic insights, signaling pathways, and experimental and clinical evidence for MF-based cancer therapies, highlighting translational potential and the need for rigorous optimization to realize clinical efficacy. Full article
(This article belongs to the Special Issue Magnetic Materials for Biomedical Applications)
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19 pages, 5869 KB  
Article
A Self-Powered Vibration Sensing System for High-Voltage Transmission Lines with Equipotential Connections
by Xueqiong Zhu, Jinggang Yang, Chengbo Hu, Zhen Wang, Ziquan Liu and Zhengyu Liu
Sensors 2026, 26(11), 3574; https://doi.org/10.3390/s26113574 - 4 Jun 2026
Viewed by 366
Abstract
In this work, a self-powered vibration sensing system is proposed, based on a spatial magnetic field energy harvester, a duty-cycled circuit module, a piezoresistive graphene-based vibration sensor, and a wireless communication unit. The energy harvester is capable of generating an output power of [...] Read more.
In this work, a self-powered vibration sensing system is proposed, based on a spatial magnetic field energy harvester, a duty-cycled circuit module, a piezoresistive graphene-based vibration sensor, and a wireless communication unit. The energy harvester is capable of generating an output power of 729 μW under a magnetic field excitation of 0.11 mT at 50 Hz. The duty-cycled circuit module enables closed-loop self-powered operation of the sensing system by efficient power storage and periodic measurement, and LoRa wireless transmission. The graphene-based sensor exhibits stable low-frequency vibration responses and good linearity and can capture composite vibration signals containing 4 Hz and 50 Hz components. These results indicate the potential of the proposed system for future transmission-line vibration sensing applications. Full article
(This article belongs to the Special Issue Intelligent Sensors for Fault Diagnosis in Power Equipment)
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32 pages, 3025 KB  
Review
Magnetometry for Agriculture and Animal Systems: From Classical Sensors to Quantum-Enabled Biosensing
by Zixuan Wang, Xiaoyu Zhang, Kexun Tang, Liming Wu, Yuxiang Huang, Ning Zhang, Bei Wang, Xiaolong Wang, Yi Ruan and Qiang Lin
Biosensors 2026, 16(6), 316; https://doi.org/10.3390/bios16060316 - 1 Jun 2026
Viewed by 1042
Abstract
Magnetic sensors offer a physically grounded and non-invasive approach to probing biological processes that remain inaccessible to optical, electrochemical, and radio-frequency techniques in complex agricultural environments. In recent years, advances in both classical and quantum magnetic sensors have enabled the detection of bioelectromagnetic [...] Read more.
Magnetic sensors offer a physically grounded and non-invasive approach to probing biological processes that remain inaccessible to optical, electrochemical, and radio-frequency techniques in complex agricultural environments. In recent years, advances in both classical and quantum magnetic sensors have enabled the detection of bioelectromagnetic signals across plants, soils, animals, and aquatic systems, spanning spatial scales from ionic currents to organ-level electrophysiology and population-level dynamics, positioning magnetometry as an emerging modality within the broader biosensor landscape. This review surveys the evolution of magnetic sensing technologies for agricultural and animal systems, from robust classical sensors used in navigation and soil mapping to quantum-enabled platforms, including Optically Pumped Magnetometers (OPMs) and Nitrogen-Vacancy (NV) centers, capable of resolving pT to fT biomagnetic signals. We synthesize the characteristic amplitudes, frequency ranges, and physiological origins of agriculturally relevant magnetic signals, and critically assess how techniques originally developed for medical magnetoencephalography, magnetocardiography, and low-field magnetic resonance imaging (LF-MRI) are being translated into field-deployable agricultural applications. Beyond sensing hardware, we highlight the essential role of artificial intelligence in extracting weak biological signals from dominant environmental noise, enabling synthetic gradiometry, low-field image reconstruction, and scalable interpretation in unshielded settings. Finally, we discuss how the integration of magnetic biosensing with digital twins supports predictive, multiscale monitoring of plant, animal, and ecosystem health. Together, these developments position magnetometry as an enabling technology for next-generation biosensors in precision and sustainable agriculture. Full article
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20 pages, 37823 KB  
Article
Enhancement of Weld Penetration via Arc Constriction in 316L Stainless Steel Using High-Frequency Flat-Top Longitudinal Magnetic Field-Assisted TIG Welding
by Yingzhe Liu, Hongfa Ding, Jian Luo, Chenhe Chang, Lina Zhao and Yunlong Chang
Materials 2026, 19(10), 2128; https://doi.org/10.3390/ma19102128 - 19 May 2026
Viewed by 373
Abstract
This study proposes a novel high-frequency flat-top longitudinal magnetic field-assisted tungsten inert gas (HF-FTLMF TIG) welding method to improve arc constriction and weld penetration. The effects of magnetic field intensity and frequency on arc morphology, weld appearance, and microstructure were systematically investigated. The [...] Read more.
This study proposes a novel high-frequency flat-top longitudinal magnetic field-assisted tungsten inert gas (HF-FTLMF TIG) welding method to improve arc constriction and weld penetration. The effects of magnetic field intensity and frequency on arc morphology, weld appearance, and microstructure were systematically investigated. The results show that, compared with conventional TIG welding, when the frequency of the FTLMF exceeds 1000 Hz, the arc becomes noticeably constricted, the conical angle decreases, and the heat input becomes more concentrated. Under appropriate magnetic field conditions, the arc pressure increases from 251.3 Pa for the free arc to 452.9 Pa, and the weld penetration depth increases from 0.84 mm to 1.09 mm. In addition, HF-FTLMF reduces surface unevenness and improves weld uniformity. Compared with low-frequency FTLMF (<1000 Hz), HF-FTLMF exhibits more stable arc behavior and better weld formation. SEM and EDS results further indicate that the application of HF-FTLMF affects the fusion-zone microstructure and elemental redistribution, and a relatively finer microstructure was observed under the 2000 Hz condition. These findings suggest that HF-FTLMF provides an effective approach for regulating TIG arc behavior and improving weld formation through magnetic field assistance. Full article
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30 pages, 6991 KB  
Article
Protection-Oriented Non-Intrusive Arc Fault Detection in Photovoltaic DC Systems via Rule–AI Fusion
by Lu HongMing and Ko JaeHa
Sensors 2026, 26(10), 3138; https://doi.org/10.3390/s26103138 - 15 May 2026
Viewed by 443
Abstract
Series arc faults on the DC side of photovoltaic (PV) systems are a critical hazard that can trigger system fires. Conventional contact-based detection methods suffer from cumbersome installation and high retrofit cost, whereas existing non-contact approaches mostly rely on megahertz-level high-frequency sampling and [...] Read more.
Series arc faults on the DC side of photovoltaic (PV) systems are a critical hazard that can trigger system fires. Conventional contact-based detection methods suffer from cumbersome installation and high retrofit cost, whereas existing non-contact approaches mostly rely on megahertz-level high-frequency sampling and therefore require expensive radio-frequency instrumentation or high-performance computing platforms. As a result, it remains difficult to simultaneously achieve strong interference immunity and real-time performance on low-cost embedded devices with limited resources. To address this engineering paradox between high-frequency sampling and constrained computational capability, this paper proposes a fully embedded, non-contact arc fault detection system based on a 12–80 kHz low-frequency sub-band selection strategy. By exploiting the physical characteristic of broadband energy elevation induced by arc faults, the proposed strategy avoids dependence on high-bandwidth hardware. Guided by this strategy, a Moebius-topology coaxial shielded loop antenna is employed as the near-field sensor, while an ultra-simplified passive analog front end is constructed directly by using the on-chip programmable gain amplifier and analog-to-digital converter of the microcontroller unit, enabling efficient signal acquisition and fast Fourier transform processing within the target sub-band. To cope with complex background noise in the low-frequency range, an environment-adaptive baseline mechanism based on exponential moving average and exponential absolute deviation is developed for dynamic decoupling. In addition, a lightweight INT8-quantized multilayer perceptron is introduced as a nonlinear auxiliary module, thereby forming a robust hybrid decision architecture with complementary rule-based and artificial intelligence components. Experimental results show that, under the tested household, laboratory, and PV-site conditions, the proposed system achieved an overall detection rate of 97%, while the remaining 3% mainly corresponded to failed ignition or non-sustained arc attempts rather than persistent false triggering during normal monitoring. Full article
(This article belongs to the Topic AI Sensors and Transducers)
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49 pages, 2006 KB  
Review
Multinuclear NMR and MRI Beyond Proton Imaging: Principles, Contrast Mechanisms, and Applications in Materials and Biomedicine
by Dorota Bartusik-Aebisher, Klaudia Dynarowicz, Barbara Smolak, Rostyslav Marunych, Wiesław Guz and David Aebisher
Int. J. Mol. Sci. 2026, 27(10), 4384; https://doi.org/10.3390/ijms27104384 - 14 May 2026
Viewed by 572
Abstract
Magnetic resonance techniques have evolved beyond conventional proton-based imaging, enabling access to a broader range of nuclei that provide complementary structural, functional, and molecular information. This review presents a comprehensive overview of multinuclear NMR and MRI in solid and soft materials as well [...] Read more.
Magnetic resonance techniques have evolved beyond conventional proton-based imaging, enabling access to a broader range of nuclei that provide complementary structural, functional, and molecular information. This review presents a comprehensive overview of multinuclear NMR and MRI in solid and soft materials as well as in biomedical applications, with particular emphasis on 1H, 13C, 31P, 23Na, and 19F nuclei. Proton-based methods remain the foundation of magnetic resonance due to their high sensitivity and widespread applicability, offering insights into molecular mobility, hydration, and microstructural heterogeneity. In contrast, heteronuclear approaches enable more specific characterization of chemical structure (13C), phosphorus-containing functional groups and membranes (31P), ionic homeostasis and transport (23Na), and exogenous tracers with negligible biological background (19F). Together, these techniques extend magnetic resonance from primarily anatomical imaging toward functional, metabolic, and molecular-level analysis. The review further discusses key hardware aspects, including magnetic field strength and radiofrequency coil design, highlighting the trade-offs between low- and high-field systems and the growing importance of multinuclear coil architectures. For example, because 1H, 23Na, 31P, and 19F resonate at different Larmor frequencies, multinuclear experiments require dedicated or multi-tuned RF coils that balance sensitivity, field homogeneity, and decoupling between channels. Mechanisms of contrast generation are examined in detail, distinguishing between endogenous sources—such as water, ions, and metabolites—and exogenous contrast agents, including gadolinium-, manganese-, and fluorine-based compounds, as well as targeted and theranostic platforms. A comparative framework of endogenous and exogenous signals is presented, emphasizing their complementary roles in balancing safety, specificity, and sensitivity. Finally, the opportunities and challenges of multinuclear magnetic resonance are critically evaluated, including limitations in sensitivity, signal-to-noise ratio, data interpretation in heterogeneous systems, and technical complexity. Emerging directions such as ultrahigh-field imaging, advanced RF technologies, hyperpolarization, and artificial intelligence-assisted reconstruction are discussed as key drivers for future development. Overall, multinuclear NMR and MRI represent a powerful and expanding toolbox for probing complex material and biological systems, with the potential to significantly enhance diagnostic capabilities and deepen our understanding of structure–function relationships across multiple scales. Full article
(This article belongs to the Special Issue Application of NMR Spectroscopy in Biomolecules: 2nd Edition)
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