With the development of the photovoltaic industry, accurate power prediction is critical to grid stability. To address photovoltaic power's high sensitivity to meteorological conditions, nonlinearity, and non-stationarity, this paper develops a prediction model that integrates multi-scale features and intelligent optimization. First, correlation coefficients are used to screen key weather factors, and K-shape clustering is applied to classify operational scenarios into sunny, cloudy, and rainy types. For the power data of each scenario, multi-scale features are extracted via Complete Ensemble Empirical Mode Decomposition with Adaptive Noise (CEEMDAN), sample entropy secondary clustering, and Variational Mode Decomposition (VMD)-based deep decomposition. After fusing these features with weather factors, the integrated data is input into a Convolutional Neural Network-Bidirectional Long Short-Term Memory Network (CNN-BiLSTM), with hyperparameters optimized using the Northern Goshawk Optimization (NGO) algorithm. Verification with actual datasets indicates that this model outperforms traditional counterparts. Specifically, compared with the traditional BiLSTM model, its Mean Absolute Error (MAE) is reduced by 70.8%, 20.7%, and 47.0% under sunny, cloudy, and rainy scenarios, respectively - providing effective support for efficient dispatching and stable operation of photovoltaic power grids.

Quantum repeaters are essential for long-distance quantum communication, surmounting challenges like signal attenuation and decoherence. Nonetheless, current quantum repeater networks are constrained by static cutoff times for low-fidelity connections, suboptimal resource allocation, and the absence of quantum-classical integration. This paper introduces a hybrid quantum-classical method to tackle these issues by employing dynamic cutoff times contingent upon real-time fidelity decay and decoherence rates. Markov Decision Process (MDP) is used to characterize the system with the aim to optimize the entanglement generation processes, waiting and swapping. In this study, the objective is to reduce the time which is needed to realize end-to-end entanglement while fulfilling the requirements of classical channel capacity. To manage constraints such as classical user demands, quantum memory limits, and network congestion, Lagrangian optimization has been applied. The combined approach improves the use of both classical resources and quantum, providing a simplified solution that is adaptable to different users needs and different network conditions. The effectiveness of the model is tested via simulations processes, along with the mathematical process. This demonstrated important gains in fidelity preservation, resource efficiency, and latency minimization compared to the state-of-the-art traditional methods. This study makes a valuable contribution tackling the development of quantum networks, providing a rigid establishment to build a quantum capable for internet to support the security in distributed quantum computing and global communications.

This paper proposes a stacked slotted microstrip antenna (MSA) using multiple meta-surfaces that offers high gain and stable radiation patterns for 5G applications. A metal plated suspended MSA (SMSA) in air is designed to enhance gain and band width (BW). However, impedance becomes inductive and cross-polarization level (CPL) increases with increase in probe feed length. To decrease the inductive impedance and increase the capacitance, a slot in SMSA is etched. A parasitic patch with meta-surfaces on a superstrate is placed above the slotted SMSA and a rectangular ring around the slotted MSA is designed to increase the inductance. To compensate it, substrate height is decreased. The decrease in probe feed length/substrate height, decreases the CPL. Parasitic patch, rectangular ring around slotted SMSA and meta-surfaces, electro-magnetically couple with SMSA and enhance the BW of antenna. The low-profile (0.979λ₀ × 1.03λ₀ × 0.064λ₀, λ₀ - wavelength in free-space at 3.3 GHz) antenna offers peak gain of 9.8 dBi, antenna efficiency > 80%; SLL and CPL are < -22 dB; and the gain variation is < 0.5 dB over the 3.3-3.6 GHz frequency band for 5G application. The substrate height of the proposed novel structure is 2.5 times less than SMSA, and it offers an improvement of 8.1 dB in CPL as compared to SMSA.

Aircraft target detection in synthetic aperture radar (SAR) images faces numerous challenges, primarily including weak contrast, diverse morphologies, and faint signals, which are even more pronounced in complex backgrounds. Meanwhile, practical deployment environments are constrained by limited computational resources and energy consumption, making it essential to balance detection accuracy with model lightweight design. To address this, this paper proposes a lightweight detection network that integrates multi-branch feature enhancement. First, a Parallel Aggregation and Calibration (PAC) module is designed to achieve collaborative modeling of local and global information through multi-scale dilated convolutions; second, a Moment Channel Attention (MCA) module based on higher-order statistical features is introduced to enhance the model's sensitivity to weak signals and target boundaries; finally, during the network fusion stage, the branch calibration connections in the PAC module are removed, and a frequency-domain-driven Efficient Discriminative Frequency domain-based FFN (EDFFN) module is incorporated to improve detailed representation of low-contrast and blurred targets. Experimental results on the SAR-Aircraft-1.0 dataset demonstrate that the proposed method achieves 93.94% mAP, while reducing model parameters by 56% and computational complexity by 36% compared to YOLOv12s, effectively balancing performance and lightweight requirements.

The feasibility of utilization of VHF radars, radiating at lower and just above the plasma frequency of the gas formation exhausts of jet engine aircrafts, is investigated as a means to propose anti-stealth detection method. In the first step, the scattering of electromagnetic waves by a plasma sphere is studied, and comparison with Physical Optics (P.O.) Radar Cross Section (RCS) computations is done. This shows the possibility of using P.O. to compute the RCS under the assumption of jet engine exhaust plume structured modelled as multilayer prolate spheroid. Also, in case of radiation frequencies just above the plasma resonance, under the condition of weak scattering - refractive index being close to unity - the Rayleigh-Gans approximation is used to compute the RCS. Furthermore, computations based on this model shows the possibility to enhance the RCS of aircrafts by combining the ``specular'' reflection of part of the exhaust with plasma resonance frequency being higher than the radar frequency and also the part of exhaust having plasma frequency just below the radar radiation frequency. The numerical results show promising mechanisms to compete to improve the detectability of aircrafts with RCS as low as 0,001 m².

In ultra-high-voltage alternating current (HVAC) transmission systems, switching and lightning transients pose major challenges to insulation coordination. Non-gap line arresters (NGLAs) offer a promising distributed protection solution, capable of suppressing both types of transients when installed along the transmission corridor. However, the differences in protection performance under varying configurations and installation strategies remain insufficiently understood. This paper establishes a 750 kV, 400 km transmission line model using an ATP-EMTP and MATLAB co-simulation framework to investigate the transient suppression performance of NGLAs with different rated voltages and installation positions. Simulation results show that for switching transients, effective suppression of the 2% statistical overvoltage level below 1.8 p.u. can be achieved when NGLA is installed around an optimal position. Meanwhile, energy absorption of all arresters remains well below the 6 MJ thermal design threshold, confirming both suppression effectiveness and thermal stability. On the other hand, lightning transients exhibit strong spatial locality. NGLA can effectively reduce the lightning transient peak at positions close to lighting strike point. Even slight spatial offsets (1-5 km) drastically reduce its effectiveness in limiting peak voltage. Under typical lightning currents of 30-40 kA, the maximum energy absorbed by arresters remains below 2.2 MJ, demonstrating robust energy endurance. This study highlights the fundamental differences in propagation and protection mechanisms between switching and lightning transients, and underscores the need for differentiated arrester deployment strategies. The findings provide theoretical insight and engineering guidance for optimized NGLA configuration and insulation coordination in HVAC systems.

Frequency-Selective Surfaces (FSSs) are structures designed to selectively transmit or reflect electromagnetic waves, making them essential for applications requiring precise control over frequency bands and wave propagation characteristics. However, traditional FSS designs face challenges such as fixed geometries, limited scalability, and poor bandwidth efficiency, often requiring compromises between size reduction and performance. To address these limitations, this work introduces the use of Stepped Impedance Resonators (SIRs) to synthesize miniaturized FSS structures with four-legged elements (FLEs). By combining transmission line theory, SIR equations, and parallel coplanar stripline models, an innovative synthesis method is proposed, enabling precise control over spurious frequencies and resulting in a 54% reduction in unit-cell size without sacrificing performance. This approach significantly enhances the feasibility of compact FSS applications. To further improve performance, an arrow-bending technique was introduced to reduce the coupling between adjacent cells, yielding a 30% improvement in isolation. Three distinct surface designs have been fabricated and tested under both normal incidence and oblique angles for TE and TM modes. These designs include the SIR-based FSS cell, an enhanced design featuring arrow bending, and a reverse arrow formation intended to reduce edge effects between adjacent cells. Additionally, measurements demonstrate excellent performance stability, with tolerance maintained for incident angles up to 60°. Experimental validation confirms effective blocking at 10 GHz and highlights the robustness of the design across varying incident angles. Prototypes fabricated from the miniaturized FSS elements show excellent agreement with simulations, underscoring the potential of this method for advanced applications in communications, radar, and electromagnetic shielding.

In RF front-end circuits, the miniaturization and high-performance integration of duplexer remain critical challenges for 5G communication and IoT devices. A microstrip duplexer design scheme is proposed based on electric and magnetic coupling path separation and dual-mode characteristics. Through the collaborative design of second-order uniform impedance resonators and dual-mode T-shaped resonators, the design achieves signal separation for dual frequency bands at 2.4 GHz and 3.6 GHz. The design forms the electric coupling path via edge-gap coupling of rectangular split-ring resonators, and realizes magnetic coupling path through vias. By independently regulating electric and magnetic coupling strengths, eight transmission zeros are introduced on both sides of the dual passbands, significantly enhancing out-of-band suppression and port isolation. The simulation results show that the passband insertion loss is less than or equal to 1.9 dB. Due to machining tolerances, the measured center frequencies shift to 2.04 and 3.48 GHz, while the out-of-band rejection remains better than 39 dB, validating the engineering adaptability of the design. This scheme achieves high-performance integration of RF front-ends in a compact architecture through the coordinated regulation of multiple transmission zeros and coupling path separation technology, providing a solution for wireless communication devices.

The novel amorphous alloy transformer featuring a closed three-dimensional coil core (CTDCC) represents an innovative approach to transformer structure. In contrast to the conventional three-phase five-column transformer equipped with a planar coil core (PCC), the CTDCC configuration displays a completely equal magnetic circuit, leading to improved short-circuit tolerance. Nevertheless, the design and manufacturing process of the core faces a notable engineering obstacle due to the amplified magnetostrictive coefficient of the amorphous alloy, resulting in vibration noise. In order to address this issue, a magnetic-mechanical coupling mathematical model is developed in this research to analyze the magnetostrictive effect of the amorphous alloy CTDCC. Three-dimensional finite element analysis (FEA) is utilized to compute the magnetic flux distribution and quivering dislocation dissipation of the CTDCC. Furthermore, a validation experiment is carried out on a 30 kVA amorphous alloy CTDCC model to confirm the precision of the model. Moreover, the CTDCC structure has been proven to effectively minimize surface vibrations compared to the PCC model. Additionally, it unveils the governing frequency law of vibration movement at various locations within the CTDCC structure. This revelation serves as a fundamental basis for developing strategies to mitigate vibrations and control noise during the CTDCC design.

This article presents a compact highly isolated two-port ultra-wideband (UWB) multiple-input multiple-output (MIMO) antenna with triple band suppression features. The antenna measures 25 × 39 mm² and comprises two orthogonally arranged microstrip-fed square radiators to achieve high inter-element isolation. A T-shaped and L-shaped stubs were incorporated into the ground plane to enhance isolation and broaden the impedance bandwidth. Triple band notches targeting Satellite C-band downlink (3.6-4.6 GHz), WLAN (4.9-5.5 GHz), and Wi-Fi 6E (6.1-6.7 GHz) are realized using three U-shaped slots introduced on each radiating element. The antenna's operation is analyzed through Characteristic Mode Analysis (CMA) by evaluating modal significance, characteristic angle, modal currents and mode patterns. MIMO performance is validated using key diversity metrics, including envelope correlation coefficient (ECC), diversity gain (DG), total active reflection coefficient (TARC), channel capacity loss (CCL), multiplexing efficiency (ME), and group delay. Results demonstrate an impedance bandwidth exceeding 2.9-10.6 GHz UWB range, with 90% radiation efficiency, peak gain of 6.2 dBi, ECC below 0.02, and mutual coupling under -20 dB. These outcomes confirm the efficacy of the proposed antenna in achieving compactness and high performance for UWB MIMO applications.

In this paper, the dielectric constant distribution of concrete was determined, which is consistent with the experimental values, and the complex dielectric constants obtained were evaluated. Numerical results are given by resulting complex dielectric constant distributions of four types, the time response waveforms and frequency spectra of a composite dispersive medium consisting of concrete using these dielectric constant distributions, and the time response waveforms and frequency spectra separated by each reflection component. A fast inversion of the Laplace transform method was used for the numerical analysis. Consequently, we were able to clarify the dielectric constant distribution suitable for the analysis by using these time response waveforms and frequency spectra.

Long-time coherent integration (LTCI) is an effective method for maneuvering target detection, as it accumulates signal energy over a long observation period, thereby enhancing the signal-to-noise ratio (SNR). However, as the observation duration increases, range migration (RM) and Doppler frequency migration (DFM) occur, which degrade the integration performance. To this end, a scaling factor is first introduced into the parameterized centroid frequency–chirp rate distribution (PCFCRD) algorithm, thereby yielding the scaled PCFCRD (SPCFCRD), which enables flexible adjustment of the chirp rate estimation range and resolution. Furthermore, SPCFCRD is combined with the keystone transform (KT) to form the proposed KT-SPCFCRD algorithm. The RM caused by unambiguous velocity is first corrected by KT, after which the residual RM and DFM are further compensated by SPCFCRD to achieve coherent integration. The effectiveness of the proposed algorithm is validated through simulations and real-data analysis. Compared with several representative algorithms, KT-SPCFCRD achieves superior detection performance while maintaining a balanced computational cost.

This paper presents a newly developed rod-electrode-type microwave plasma source (MPS), which is mainly composed of a panel mount coaxial connector, a self-made metal adapter with an inlet and outlet of working gas, a quartz tube as a flow path of working gas, and a metal rod-electrode. Microwave energy can be then supplied directly to the working gas from the sharp tip of the metal rod-electrode through the panel mount coaxial connector. To verify the validity of the rod-electrode-type MPS, a reasonable microwave power supply system is built to transmit the microwave power from a magnetron to the panel mount coaxial connector. The experiments demonstrate that the rod-electrode-type MPS can convert by autoignition argon (Ar) into plasma at atmospheric pressure. Moreover, the Ar plasma can be changed to dry air (Air) plasma or nitrogen (N₂) plasma by gradually replacing Ar with Air or N₂. The experimental results show that the rod-electrode-type MPS is potentially an available tool for gas processing at atmospheric pressure.

In this paper, a novel monopole broadband dual-band antenna design for wireless communication systems is proposed, with its fabrication and experimental validation presented. To significantly enhance impedance matching performance, the antenna employs a T-shaped feed slot resonant structure integrated with symmetric L-shaped radiating patches. It covers critical Sub-6 GHz bands (N41/N77/N78/N79) along with Wi-Fi 5 and Wi-Fi 6 spectrums. Notably, the N41 band, as a core 5G frequency band, possesses advantages such as wide bandwidth, strong penetration capability, and flexible deployment, rendering it ideal for urban coverage and high-speed transmission. Experimental results demonstrate that the antenna achieves a -10 dB impedance bandwidth spanning 2.43-2.72 GHz and 3.31-7.32 GHz, with a peak gain of 5.48 dB under omnidirectional radiation characteristics. Its compact design is suitable for miniaturized terminal devices, exhibiting high practical value in 5G Sub-6 GHz and multi-band wireless communication applications.

The permanent magnet brushed DC motor (PMDCM) features a simple structure and reliable performance, making it widely used in home appliances and automotive applications. To further optimize the output torque quality of the PMDCM, this paper proposes a concave-slot Halbach array magnet ring (CSHAMR) structure. First, a finite element model was established to analyze the electromagnetic characteristics of the motor. By comparing with the traditional Halbach array magnetic ring (THAMR), the superiority of the proposed structure for application in brushed motors was verified. Secondly, by defining the magnitude of the no-load back electromotive force (EMF) generated by a single-sided conductor within the interval ``γ'' , the optimization level of the CSHAMR structure for commutation performance was evaluated. The influence of concave slot parameters on motor commutation performance under different values was analyzed. Finally, a parametric model of the CSHAMR was established, and multi-objective optimization of the motor was performed based on the particle swarm optimization (PSO) algorithm. The results demonstrate that CSHAMR can effectively reduce torque ripple and cogging torque in PMDCM motors while improving motor commutation performance.

Highly-miniaturized MIMO antennas are very much desired for 5G-and-beyond hand-held devices as well as miniaturized stationary devices for WSN and IoT applications. In this paper, two compact two-port printed MIMO arrays, measuring 28 × 14 × 0.8 mm³ each, with and without isolation enhancement, are proposed. These arrays have nearly omni-directional radiation patterns over an extended operational bandwidth. The proposed designs feature an extended set of control parameters by which the desired performance could be achieved without compromising space and weight requirements or accuracy. They were fine tuned to provide an operational bandwidth about 4 GHz with relatively low starting frequencies of 2.7 and 3.3 GHz, respectively, allowing simultaneous WiFi, WiMax, 5G operation with a moderate gain and very high efficiency. Prototypes are manufactured and examined for impedance bandwidth, isolation, diversity, and radiation properties showing very good agreement with simulation results.

This study presents a structure design methodology to analyze the operational efficiency of a flux switching permanent magnet machine utilizing non-oriented electrical steel materials. First, iron losses of non-oriented electrical steel materials assembled by bonding and welding stacking methods ware tested, and the comparison results demonstrated that the bonded stator core exhibited lower iron losses than the welded stator counterpart. Then, the proposed non-oriented electrical steel material 35SW360 was implemented in the straighted-rotor core of flux switching permanent magnet machine, and the simulation results shown that both the amplitudes and harmonics of induced electromotive force with 35SW360 was almost identical to the standard non-oriented electrical steel material DW360_50. Finally, prototype flux switching permanent magnet machine with straighted-rotor and skewed-rotor including above two non-oriented electrical steel materials was manufactured and tested. Both the simulation analysis and hardware test results revealed that the flux switching permanent magnet machine with skewed-rotor achieved higher efficiency than the straighted-rotor design. Consequently, the proposed non-oriented electrical steel material 35SW360 and skewed-rotor design illustrate a potential solution for efficiency improvement of flux switching permanent magnet machine.

The burgeoning reliance on electronic devices in sectors such as aerospace systems and consumer electronics necessitates robust electromagnetic interference (EMI) shielding. Current challenges often involve balancing material performance with sustainability and cost-effectiveness. This study addresses these needs by exploring the use of recycled carbon fiber (rCF) in acrylonitrile butadiene styrene (ABS) composites for enhanced EMI shielding, contributing to more sustainable material development. We investigated the impact of different rCF treatments (untreated, chemically treated, and chemically-mechanically treated) on the mechanical properties (tensile strength, stiffness, flexibility) and EMI shielding effectiveness of these composites. Furthermore, the role of electron beam (EB) irradiation at 200 kGy in creating cross-linked structures to boost conductivity and shielding performance was thoroughly examined. Fabricated via melt compounding, the composites' electrical conductivity and EMI shielding capabilities were the main focus. Results show that the EB-irradiated composite with 30 wt.% chemically treated rCF achieved a peak electrical conductivity of 1.34 × 10^-8 S/m and an impressive shielding effectiveness of 46.13 dB. These findings offer crucial insights for developing high-performance, cost-efficient, and potentially sustainable rCF-filled ABS composites for advanced EMI shielding applications.

This paper presents the design of an absorptive metasurface suitable for complex-shaped targets, achieving precise control over electromagnetic waves, which has been experimentally validated. The metasurface, with a design thickness of only 0.27 mm, maintains sufficient absorption properties under appropriate curvature conditions to ensure the stealth characteristics of the coated target. Through simulation and experimental validation, this study demonstrates the metasurface's strong resonance characteristics near 11.26 GHz and a reduction of approximately 3 dB in far-field radar cross section (RCS) simulation. The experimental test results are almost consistent with the simulation results, confirming the metasurface's effectiveness in reducing the RCS of actual complex models. The research findings provide strong technical support for the radar stealth research of targets.

Quadrature 3-dB impedance-transforming transdirectional (TRD) couplers based on double-shielded coupled lines are analyzed and synthesized; design relationships are also presented. To verify proposed concept two couplers implemented with high-permittivity (higher than 10) dielectrics are designed, fabricated, and measured. The first TRD coupler features a suspended ceramic bar, and the second one features a meandering layout of the upper line on a high-permittivity dielectric overlay. Comparison of the proposed solutions with known ones shows that novel coupler designs have advantages in small dimensions and an extended bandwidth of operating frequency (about 1.5-2 times). The simulated results are in good agreement with the measurement data.