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Search Results (1,502)

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Keywords = switching topology

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19 pages, 7875 KB  
Article
A Three-Module Grouped XRAM Topology for Electromagnetic Railgun Drive: Topology Comparison, Parameter Optimization, and Mechanism Verification
by Zifan Zhang, Junsheng Cheng, Pengyu Li, Ling Xiong, Yiming Tang and Zhenxi Li
Processes 2026, 14(12), 1914; https://doi.org/10.3390/pr14121914 - 12 Jun 2026
Viewed by 148
Abstract
Inductive pulsed power remains attractive for demanding electromagnetic acceleration systems because of its high-current capability and rapid discharge capability. Within this class, XRAM is especially appealing because it combines series charging with parallel discharging of storage inductors. Under high-energy conditions, however, the conventional [...] Read more.
Inductive pulsed power remains attractive for demanding electromagnetic acceleration systems because of its high-current capability and rapid discharge capability. Within this class, XRAM is especially appealing because it combines series charging with parallel discharging of storage inductors. Under high-energy conditions, however, the conventional all-parallel XRAM topology suffers from concentrated blocking-voltage stress on the total output switch and limited effectiveness in transferring stored current to the representative railgun load considered in this work. To address these issues, this paper proposes a three-module grouped XRAM topology and examines its output behavior, parameter dependence, and commutation mechanism. Baseline comparison results show that the grouped arrangement establishes the load-driving path earlier and redistributes device stress more favorably. Its advantage is retained when both topologies are individually optimized with respect to the triggering threshold, indicating that the grouped topology offers a more effective route for high-current electromagnetic acceleration drive through earlier commutation establishment and more effective current transfer. Full article
(This article belongs to the Special Issue Advances in Electrical Drive Control Methodologies)
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31 pages, 7252 KB  
Article
Design and Development of a 150 kV High-Voltage Direct Current Power Supply Based on Digital Control
by Saidi Gao, Kangqiao Ma, Qiuyang Hou and Lifeng Zhang
Electronics 2026, 15(12), 2587; https://doi.org/10.3390/electronics15122587 - 11 Jun 2026
Viewed by 90
Abstract
To address the issues of low voltage levels and insufficient reliability in dynamic regulation and voltage stabilization in existing high-voltage power supplies for electron-curtain accelerators, this paper presents a 150 kV/30 kW DC high-voltage power supply specifically designed for electron-curtain accelerators. The main [...] Read more.
To address the issues of low voltage levels and insufficient reliability in dynamic regulation and voltage stabilization in existing high-voltage power supplies for electron-curtain accelerators, this paper presents a 150 kV/30 kW DC high-voltage power supply specifically designed for electron-curtain accelerators. The main circuit employs an LC high-frequency resonant topology and a step-up transformer with eight secondary windings, utilizing a parallel step-up and series output architecture to increase the output voltage level. During the charging phase, a dual-closed-loop frequency conversion scheme combined with duty cycle feedforward is employed to accelerate charging speed, while the voltage stabilization phase utilizes hysteresis burst control to improve accuracy. Simulation results indicate that the system can charge to 155 kV in 102 ms, with a voltage ripple less than 0.1%, a linear regulation of 0.01%, and a load regulation of 0.5%. Tests on a low-voltage prototype confirmed that the power devices can achieve zero-current soft switching, with a resonant current peak of 40 A and overall efficiency reaching 96%. The accompanying filament power supply can stably output 24 V/20 A, and the closed-loop voltage regulation is stable and reliable, providing technical support for the engineering application of high-voltage power supplies in high-power electron beam accelerators. Full article
25 pages, 2053 KB  
Article
Spectral Entropy Analysis and Source-Level EMI Suppression in Inverters via Sequential Switching of Series-Connected IGBTs
by Shuo Gao and Xu Wang
Entropy 2026, 28(6), 665; https://doi.org/10.3390/e28060665 - 10 Jun 2026
Viewed by 120
Abstract
This paper proposes a source-level electromagnetic interference suppression strategy for high-voltage inverters that uses a series-connected IGBT topology and discrete staircase voltage shaping. From an information-theoretic perspective, the staircase shaping transforms chaotic wideband switching noise into a deterministic harmonic structure, thereby reducing the [...] Read more.
This paper proposes a source-level electromagnetic interference suppression strategy for high-voltage inverters that uses a series-connected IGBT topology and discrete staircase voltage shaping. From an information-theoretic perspective, the staircase shaping transforms chaotic wideband switching noise into a deterministic harmonic structure, thereby reducing the spectral entropy of the EMI source. This information optimization is achieved using a CPLD-based sequential gate drive circuit, which eliminates the need for complex active gate profiling algorithms. Experimental results obtained using a 1140 V explosion-proof motor drive platform demonstrate harmonic attenuation of 4–16 dB μV within a 2 MHz band. Importantly, this targeted entropy reduction occurs alongside a 68.7% reduction in active-region switching losses, suggesting a concurrent decrease in local thermodynamic entropy production during switching transients. Increasing spectral determinism and relaxing requirements for subsequent physical filters effectively lower the conditional entropy of the overall electromagnetic environment. Leveraging the structural flexibility of series IGBTs, this method provides a practical, low-complexity solution and establishes a novel framework between power electronics and information theory for electromagnetic compatibility. Full article
16 pages, 324 KB  
Article
Tail Latency Amplification in ROS 2 Publish–Subscribe Communication Under Subscriber Fan-Out
by MinGi Kyung
Mathematics 2026, 14(12), 2043; https://doi.org/10.3390/math14122043 - 8 Jun 2026
Viewed by 112
Abstract
ROS 2 employs a publish–subscribe communication model widely used in robotic and distributed systems. As subscriber counts increase, system-level resource contention may influence latency behavior beyond simple message delivery costs. This study investigates how subscriber fan-out affects latency distributions in ROS 2 communication. [...] Read more.
ROS 2 employs a publish–subscribe communication model widely used in robotic and distributed systems. As subscriber counts increase, system-level resource contention may influence latency behavior beyond simple message delivery costs. This study investigates how subscriber fan-out affects latency distributions in ROS 2 communication. Controlled experiments were conducted on a single-host topology while varying the number of subscribers and the publication rate. Latency distributions were analyzed using median, p99, and tail-probability metrics, and system-level scheduling activity was characterized using context-switch measurements. In the evaluated configuration, median latency increased from approximately 0.23 ms at one subscriber to 2.18 ms at 56 subscribers, whereas p99 latency increased from approximately 0.70 ms to 13.23 ms, indicating a much sharper expansion of the upper tail under fan-out. The measured context-switch rate also increased with subscriber fan-out, and a strong positive correlation was observed between context-switch activity and p99 latency. Additional experiments under different publication rates and platform settings showed qualitatively similar tail-growth trends, although absolute latency values varied across configurations. These findings indicate that scalability evaluation in ROS 2 communication should emphasize tail latency rather than central tendency alone, highlighting the importance of tail-aware performance analysis for scalable publish–subscribe system design. Full article
(This article belongs to the Special Issue Application of Mathematical Analysis and Theory to Robotics)
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20 pages, 13024 KB  
Article
Multilevel Inverter Fault Diagnosis Using Differentiable Architecture Search for Edge Deployment
by Haocheng Hu, Tianzhen Wang, Haoran Wang and Yassine Amirat
AI 2026, 7(6), 208; https://doi.org/10.3390/ai7060208 - 7 Jun 2026
Viewed by 293
Abstract
With the increasing penetration of renewable energy systems, multilevel inverters have been widely adopted to meet the growing demand for high-power and high-quality energy conversion. Among various multilevel topologies, cascaded H-bridge multilevel inverters (CHMIs) are particularly attractive due to their modular structure and [...] Read more.
With the increasing penetration of renewable energy systems, multilevel inverters have been widely adopted to meet the growing demand for high-power and high-quality energy conversion. Among various multilevel topologies, cascaded H-bridge multilevel inverters (CHMIs) are particularly attractive due to their modular structure and improved output voltage quality. However, the increased number of power semiconductor devices and switching states significantly complicates fault diagnosis under practical operating conditions. Currently, most existing neural networks for fault diagnosis are manually designed based on domain expertise. This may limit their adaptability to task-specific fault patterns as well as edge-side inference performance. To reduce the dependence on manually designed diagnostic networks, an edge-oriented fault diagnosis framework based on differentiable architecture search (DARTS) is proposed to automatically design task-specific diagnostic networks. A simplified special cell search strategy is adopted to improve search efficiency and facilitate practical deployment. The searched architectures are lightweight and suitable for deployment on edge platforms. The experiments show that the proposed method achieves an average diagnostic accuracy of 99.44% on the test set under the RL load of (7Ω,6mH). Furthermore, the searched model contains only 0.2417 M trainable parameters, and edge deployment experiments on the Jetson Orin Nano platform show low-latency inference capability. Full article
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22 pages, 12399 KB  
Article
Asymmetric Transient Pressure Response and Rebalancing Control During Flow-Path Switching in Ultra-Cold Narrow-Window Drilling: A Field Study Based on an Integrated MPD–CCS
by Yingjian Xie, Hao Geng, Zhihao Wang, Yifan Hong, Hu Han and Dong Yang
Symmetry 2026, 18(6), 985; https://doi.org/10.3390/sym18060985 - 7 Jun 2026
Viewed by 250
Abstract
In ultra-cold narrow-window drilling, pipe connection causes flow-path switching as the main circulation is interrupted and bypass circulation is established, breaking the initial relative pressure balance of the whole wellbore and inducing asymmetric transient variations in flow distribution, annular friction, and bottomhole pressure [...] Read more.
In ultra-cold narrow-window drilling, pipe connection causes flow-path switching as the main circulation is interrupted and bypass circulation is established, breaking the initial relative pressure balance of the whole wellbore and inducing asymmetric transient variations in flow distribution, annular friction, and bottomhole pressure response, thereby increasing the risks of wellbore instability, lost circulation, and kicks. To address the poor pressure-control accuracy, long non-productive time, and inadequate low-temperature adaptability of conventional drilling technologies in the Irkutsk block of Russia, this study developed and field-tested an integrated all-electric managed pressure drilling (MPD) and cold-resistant continuous circulation system (CCS). Existing conventional technologies often suffer from high communication latency and hydraulic freezing in extreme cold environments, leading to uncoordinated pressure compensation. To overcome these limitations, the scientific novelty of this work lies in proposing a transient pressure rebalancing mechanism that effectively suppresses the asymmetric pressure disturbances induced by topological flow path switching. Methodologically, the proposed system was validated through a comprehensive industrial field test. An improved Herschel–Bulkley temperature–pressure coupled model was established to dynamically calculate full wellbore annular pressure loss. Furthermore, a dedicated hardware adapter module utilizing multi-protocol conversion was integrated to achieve a communication delay of less than 8 ms, enabling high frequency coordinated pressure regulation. Field results demonstrate that compared to the delayed responses of conventional systems, the proposed integrated approach successfully maintained a dynamic backpressure tracking error within ±0.069 MPa under extreme conditions of −38 °C and a narrow pressure window of 0.08 g/cm3. The rapid suppression of asymmetric transient responses prevented any lost circulation, kicks, or wellbore collapse. These findings highlight the significant advantages of the integrated system in maintaining pressure field stability, thereby providing a robust and innovative engineering solution for complex well interventions. Full article
(This article belongs to the Section Engineering and Materials)
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14 pages, 735 KB  
Article
Performance Assessment of a Double-Stator Wound-Field Flux-Switching Machine for Large-Scale Direct-Drive Wind Power Generator Applications
by Ziphilele S. Mngomezulu, Oreoluwa I. Olubamiwa, Udochukwu B. Akuru and Olawale M. Popoola
Wind 2026, 6(2), 26; https://doi.org/10.3390/wind6020026 - 4 Jun 2026
Viewed by 118
Abstract
Synchronous machines used in wind turbines typically use rare earth permanent magnets (PMs) due to the possibility of high power densities and efficiencies. However, alternative non-PM topologies are gaining popularity due to the cost and supply volatility of PMs. Wound-field flux-switching machines (WFFSMs), [...] Read more.
Synchronous machines used in wind turbines typically use rare earth permanent magnets (PMs) due to the possibility of high power densities and efficiencies. However, alternative non-PM topologies are gaining popularity due to the cost and supply volatility of PMs. Wound-field flux-switching machines (WFFSMs), although boasting high torque densities and being PM-free, have lower power densities than PM machines. However, a double-stator wound-field flux-switching machine (DSWFFSM) exemplifies even greater power density. This study investigates the application of DSWFFSMs for direct-drive wind applications. Furthermore, the performance of an optimized 3 MW DSWFFSM design is compared with a single-stator WFFSM design. Both designs are based on the volume of a single-stator PM flux-switching machine from the literature. Although the torque per weight for the DSWFFSM and the single-stator WFFSM are similar, the torque per volume for the DSWFFSM is shown to be significantly exceptional. The torque ripple in the DSWFFSM is also smaller, but the efficiency is slightly lower than the single-stator WFFSM. The DSWFFSM design, which is shown to be comparable to PM-based topologies in terms of power density, highlights a low-cost, sustainable, clean energy generator topology. Full article
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26 pages, 10775 KB  
Review
A Review of Overvoltage Protection Technologies and Protective Devices for Wind Turbines
by Jinru Sun, Zhicheng Peng, Dongxin Liu, Zhuoyan Chen, Yihe Li, Aoyu Wang, Zijia Jiao and Xueling Yao
Energies 2026, 19(11), 2704; https://doi.org/10.3390/en19112704 - 4 Jun 2026
Viewed by 163
Abstract
Wind turbines are persistently threatened by both lightning overvoltage and switching overvoltage due to their ultra-high structure, dense power electronics, and harsh operational environments, which severely endanger the safe and stable operation of the units. This paper systematically reviews the generation mechanism, type [...] Read more.
Wind turbines are persistently threatened by both lightning overvoltage and switching overvoltage due to their ultra-high structure, dense power electronics, and harsh operational environments, which severely endanger the safe and stable operation of the units. This paper systematically reviews the generation mechanism, type characteristics, and hazards of overvoltages in wind turbines. An internal and collaborative overvoltage protection system based on lightning protection zones (LPZs) is described. Focusing on three core protective devices—metal oxide varistors (MOVs), gas discharge tubes (GDTs), and Transient Voltage Suppressors (TVSs)—the research progress in material modification, structural optimisation, and performance evolution laws is explored. Additionally, the development of series-parallel topological collaborative design for multiple devices and active-triggered intelligent protection technologies is analysed. It is highlighted that current wind turbine overvoltage protection still faces bottlenecks in standard applicability, device operating condition adaptability, and system-level collaborative design. Future research should focus on the application of a wide bandgap and nanomaterials, the improvement of test standards tailored for actual operating conditions, and the construction of multi-physics coupling simulation and active intelligent early warning protection systems, so as to provide theoretical and technical support for high-reliability overvoltage protection of large-capacity and offshore wind turbines. Full article
(This article belongs to the Section A3: Wind, Wave and Tidal Energy)
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21 pages, 19458 KB  
Article
Fixed-Frequency Dual-Active-Bridge Resonant Converter with Four Degrees of Freedom Using Triple Phase Shift and Current-Controlled Variable-Inductor
by Juan L. Bellido, Vicente Esteve, Mattia Vogni and José Jordán
Electronics 2026, 15(11), 2448; https://doi.org/10.3390/electronics15112448 - 3 Jun 2026
Viewed by 182
Abstract
The increasing adoption of electric vehicles (EVs) demands highly efficient bidirectional DC–DC converters capable of seamless energy transfer between the grid and vehicle batteries. This paper introduces a Fixed-Frequency Dual-Active-Bridge (DAB) resonant converter featuring four degrees of freedom, achieved through a combination of [...] Read more.
The increasing adoption of electric vehicles (EVs) demands highly efficient bidirectional DC–DC converters capable of seamless energy transfer between the grid and vehicle batteries. This paper introduces a Fixed-Frequency Dual-Active-Bridge (DAB) resonant converter featuring four degrees of freedom, achieved through a combination of triple phase-shift (TPS) modulation and a current-controlled variable inductor (VI). The proposed control strategy aims to minimize conduction and switching losses by simultaneously managing reactive power, RMS current, and soft-switching conditions across wide variations in voltage and power. Unlike conventional phase-shift or variable-frequency modulations, the fixed-frequency operation maintains full zero-voltage switching (ZVS) for the two bridges, and zero-current switching (ZCS) in the bridge that is receiving energy, enhancing overall system reliability and control simplicity. The proposed converter is validated through simulations and experimental results from a SiC MOSFET-based 14 kW prototype operating at 122 kHz, demonstrating peak efficiencies above 97% under both charging and discharging modes. The experimental results confirm that the proposed DAB topology and modulation scheme significantly improve efficiency and controllability, making it a promising solution for next-generation on-board chargers and vehicle-to-grid (V2G) applications. Full article
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21 pages, 17078 KB  
Article
Dynamic Extension IDA-PBC for an Active Switched-Inductor High-Gain Power Converter
by Diego Langarica-Cordoba, Panfilo R. Martinez-Rodriguez, David Reyes-Cruz, Rafael Cisneros, Angel Hernandez-Gomez and Juan A. Villanueva-Loredo
Electronics 2026, 15(11), 2447; https://doi.org/10.3390/electronics15112447 - 3 Jun 2026
Viewed by 148
Abstract
This paper presents a nonlinear control scheme for regulating the output voltage of a high-gain active switched-inductor boost converter. The proposed converter topology extends the conventional boost converter by incorporating an additional inductor and a power semiconductor device, thereby enhancing the voltage conversion [...] Read more.
This paper presents a nonlinear control scheme for regulating the output voltage of a high-gain active switched-inductor boost converter. The proposed converter topology extends the conventional boost converter by incorporating an additional inductor and a power semiconductor device, thereby enhancing the voltage conversion ratio. The control objectives are twofold: precise regulation of the output voltage and stabilization of the inductor current. To achieve these goals, an interconnection and damping assignment passivity-based control strategy is developed. A dynamic extension is further introduced to compensate for steady-state errors caused by unmodeled parasitic resistances in the system components. In addition, a reference current generator with proportional–integral action is implemented to provide an appropriate current reference. The effectiveness of the proposed controller is validated both numerically and experimentally under three operating scenarios: load step changes, input voltage variations, and output voltage reference transitions. Full article
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21 pages, 5002 KB  
Article
Piezoelectric-Based Vibration Energy-Harvesting for Bladed Disks: Modeling and Comparative Performance Analysis of Interface Circuits
by Fengling Zhang, Lve Wang and Tiechun Ding
Sensors 2026, 26(11), 3496; https://doi.org/10.3390/s26113496 - 1 Jun 2026
Viewed by 289
Abstract
Focusing on the self-powering demand of aircraft engine bladed disks (blisks), this paper investigates piezoelectric vibration energy-harvesting modeling and non-linear circuit performance. A multi-sector electromechanical coupled model is established to analyze the frequency splitting and vibration localization induced by minor structural mistuning. By [...] Read more.
Focusing on the self-powering demand of aircraft engine bladed disks (blisks), this paper investigates piezoelectric vibration energy-harvesting modeling and non-linear circuit performance. A multi-sector electromechanical coupled model is established to analyze the frequency splitting and vibration localization induced by minor structural mistuning. By breaking the cyclic symmetry, mistuning severely concentrates vibration energy into a specific sector, providing a localized high-energy concentration region for optimal energy extraction. To enhance recovery efficiency and load adaptability, three interface circuit topologies—Standard Energy-Harvesting (SEH), Parallel Synchronized Switch Harvesting on Inductor (P-SSHI), and Double Synchronized Switch Harvesting (D-SSHI)—are comparatively analyzed. Through wideband spatial–spectral dynamic response and steady-state impedance matching analyses, the non-linear energy conversion and transfer mechanisms are systematically characterized. Results demonstrate that synchronized switching circuits significantly improve energy transmission via forced voltage inversion, accompanied by a notable equivalent stiffness enhancement effect induced by electromechanical coupling. Furthermore, the D-SSHI topology not only exhibits substantial advantages in peak power extraction, but also, owing to its internal LC energy decoupling mechanism, forms a broad load-independent power plateau across an extremely wide impedance range. This research provides robust theoretical foundations for designing highly resilient self-powered intelligent blades under extreme operating conditions. Full article
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22 pages, 10591 KB  
Article
Configuration-Selective Photocurrent Enhancement Induced by Static Domain Walls in Two-Dimensional Ferroelectric In2Se3
by Ning Xu and Yuehua Xu
Nanomaterials 2026, 16(11), 682; https://doi.org/10.3390/nano16110682 - 1 Jun 2026
Viewed by 339
Abstract
Domain walls (DWs) are ubiquitous topological defects in two-dimensional (2D) ferroelectric materials, yet their static role in optoelectronic transport remains unclear. Here, we address this issue using first-principles quantum-transport calculations on monolayer ferroelectric In2Se3 p–i–n junctions. Contrary to the conventional [...] Read more.
Domain walls (DWs) are ubiquitous topological defects in two-dimensional (2D) ferroelectric materials, yet their static role in optoelectronic transport remains unclear. Here, we address this issue using first-principles quantum-transport calculations on monolayer ferroelectric In2Se3 p–i–n junctions. Contrary to the conventional view that defects degrade device performance, only specific static DW configurations—not all—can significantly enhance photocurrent. We examine two thermodynamically stable configurations (the Initial and Final states) and one saddle-point configuration (the Transition state) along the polarization-switching pathway. The Initial state yields a photocurrent density of 10.91 μA·mm−2, about 1.80 times that of the single-domain device, while the Final state reaches 8.39 μA·mm−2, corresponding to an increase of ~37%. By comparison, the thermodynamically unstable Transition state gives a lower value of 5.92 μA·mm−2, indicating strong configuration selectivity. Analysis shows that the observed behavior can be qualitatively rationalized by the combined effects of optical absorption, carrier separation induced by DW-driven electrostatic-potential redistribution, and preserved conduction-channel continuity for carrier extraction. These findings provide a microscopic basis for understanding configuration-selective photocurrent enhancement by static domain walls in short-channel 2D ferroelectric devices. Full article
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25 pages, 3218 KB  
Article
Boundary–Node Coordinated Operation for Restoration Areas Considering Electric Vehicle-Embedded Soft Open Points
by Jingke Shang, Wei Jiang, Shiyao Zhou, Binhua Yao, En Cheng and Yifan Deng
Symmetry 2026, 18(6), 946; https://doi.org/10.3390/sym18060946 - 31 May 2026
Viewed by 135
Abstract
After a severe outage occurs, restoring a distribution network can take from several hours to days, making the secure and stable operation of restoration areas (RAs) critical. During a post-disaster partitioned operation, asymmetric controllable distributed generator (CDG) regulation capacity, non-controllable distributed generator (NDG) [...] Read more.
After a severe outage occurs, restoring a distribution network can take from several hours to days, making the secure and stable operation of restoration areas (RAs) critical. During a post-disaster partitioned operation, asymmetric controllable distributed generator (CDG) regulation capacity, non-controllable distributed generator (NDG) fluctuation risks, and concentrated high-value loads cause significant inter-area power imbalances. Soft open points bridge this resource gap by integrating electric vehicle charging directly into soft open points via vehicle-to-grid (V2G) technology; the resulting electric vehicle-embedded soft open points (EV-SOPs) acquire storage-like energy transfer capability. This paper proposes a boundary–node coordinated optimization strategy for post-disaster RA operation, which integrates CDGs, NDGs, smart switches, and EV-SOPs. Firstly, the boundary dynamic updating model with a multi-homogeneity indicator—load importance, NDG fluctuation risk, and CDG flexibility—enables adaptive resource allocation. Secondly, the optimal operational model of RA is formulated considering the various characteristics of facilities and topology constraints. Thirdly, EV-SOP uncertainties in response reliability, discharge power, and energy capacity are characterized by Bernoulli, log-normal, and truncated normal distributions, reformulated into a tractable mixed-integer quadratically constrained programming via chance-constraint interval linear transformation, and solved by a sequential weight-based priority search with hot-start strategy. Case studies on the IEEE 123-bus system verify the effectiveness of the proposed method. Specifically, the dynamic boundary strategy reduces the comprehensive weighted index by up to 29.10%; physical feasibility truncation reduces EV-driven load loss from 3.2073 MW to 3.1038 MW; and the sequential weight-based priority search with hot-start strategy achieves a cone constraint satisfaction measure of 9.3175 × 10−7, confirming robust convergence. Full article
(This article belongs to the Section Engineering and Materials)
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28 pages, 411 KB  
Article
Optimal Distribution Feeder Reconfiguration Based on a Chu and Beasley Genetic Algorithm with an MST-Constrained Search Space to Ensure Radiality
by Oscar Danilo Montoya, Jesús C. Hernández and Javier Rosero-García
Technologies 2026, 14(6), 336; https://doi.org/10.3390/technologies14060336 - 30 May 2026
Viewed by 336
Abstract
The optimal reconfiguration of electrical distribution feeders is a fundamental strategy for reducing active power losses and improving voltage profiles, yet it remains a challenging mixed-integer nonlinear programming (MINLP) problem due to the combinatorial explosion of radial topologies and the nonlinearities introduced by [...] Read more.
The optimal reconfiguration of electrical distribution feeders is a fundamental strategy for reducing active power losses and improving voltage profiles, yet it remains a challenging mixed-integer nonlinear programming (MINLP) problem due to the combinatorial explosion of radial topologies and the nonlinearities introduced by power flow equations. This paper proposes a novel master–slave methodology that integrates a Chu and Beasley genetic algorithm (CBGA) with a minimum spanning tree (MST)-based repair mechanism to address these challenges. In the master stage, the CBGA explores the binary space of switching decisions via steady-state population management, duplicate elimination, and stagnation restart policies. A key contribution lies in the MST-based repair procedure, which ensures that every individual generated by crossover and mutation is projected onto a feasible radial and connected configuration, effectively confining the search to the constrained solution space without recourse to penalty functions. A systematic weight-design rule preserves the Hamming distance between infeasible offspring and repaired solutions, minimizing the distortion of genetic information. The slave stage evaluates each candidate topology using a successive approximations power flow solver, assessing electrical feasibility and computing active power losses. The proposed methodology is validated on multiple test feeders, ranging from small 9- and 24-bus networks to large-scale benchmarks including 33-, 69-, 84-, 136-, and 415-bus systems. A comparison against the deterministic sequential switch opening method (SSOM) and a specialized tabu search demonstrates that the CBGA-MST consistently matches the best-known optima in the literature, achieving loss reductions of up to 9.63% compared to SSOM on the 415-bus system. A statistical analysis over 100 independent runs confirms the algorithm’s robustness, with zero standard deviation for networks of up to 69 buses and a standard deviation of only 2.99 kW (0.51%) for the 415-bus system. The findings confirm that the proposed approach offers superior scalability, robustness, and solution quality, positioning it as a practical and effective tool for distribution system operators seeking to enhance network efficiency under peak load conditions. Full article
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33 pages, 6818 KB  
Article
Dynamic Flow Rule Placement for Real-Time Energy Optimization in SDN
by Sibananda Behera, Namita Panda and Sudhansu Shekhar Patra
Computers 2026, 15(6), 349; https://doi.org/10.3390/computers15060349 - 29 May 2026
Viewed by 238
Abstract
A Software-Defined Network (SDN) renders flexible traffic engineering, but consumes a lot of energy. There is an overhead on the control-plane because flow rule updates are always performed and there is energy consumption by the forwarding hardware. Current energy-aware SDN methods mostly focus [...] Read more.
A Software-Defined Network (SDN) renders flexible traffic engineering, but consumes a lot of energy. There is an overhead on the control-plane because flow rule updates are always performed and there is energy consumption by the forwarding hardware. Current energy-aware SDN methods mostly focus on Static or Greedy optimizations. This can cause too many Ternary Content-Addressable Memory (TCAM) updates and unstable rule churn when traffic changes over time. This article introduces a Dynamic Flow Rule Placement (DFRP) framework for real-time energy optimization in SDN. It reduces network energy usage, TCAM update costs, and rule churn all at the same time. The suggested framework uses a convex relaxation method to take decisions on binary switches, links, and rule placement. It also uses a minimum-edit round scheme that only allows small rule changes between time slots. To further reduce instability in the control plane, batch scheduling and receding horizon optimization (RHO) techniques are used. The system uses predicted traffic for future time slots to make decisions, but only the actions for the current time slot are executed. The experiments are carried out on two real-world dynamic SNDlib topologies such as Germany50 and Nobel-Germany, using 288 five-minute traffic matrices over a one-day period. Comparative results against Static and Greedy baselines show that DFRP saves approx. 30% energy while cutting down on TCAM update overhead and rule churn by approx. 20%, consistently across both the networks. Hence DFRP can be applied on dynamic traffic large-scale networks for stable and energy-efficient SDN operations. Full article
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