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An equivalent modeling method for integrated water-wind-solar systems based on sparrow search algorithm

Energy Informatics 2025年第1期8卷 1-16页

作者： Lu, Yuanhong Zhang, Jie Zhang, Jingyue Huang, Libin Guo, Haiping Hu, Binjiang Guo, Tianyu State Key Laboratory of HVDC Electric Power Research Institute China Southern Power Grid Guangzhou510663 China National Energy Power Grid Technology R & D Centre Guangzhou510663 China Guangdong Provincial Key Laboratory of Intelligent Operation and Control for New Energy Power System Guangzhou510663 China CSG Key Laboratory for Power System Simulation Electric Power Research Institute China Southern Power Grid Guangzhou510663 China

In the context of extensive integration of renewable energy sources into the electrical grid, the grid's fault transient behaviors have undergone significant changes. However, conventional single-unit equivalent models fail to accurately capture the fault transient responses of combined wind-solar-hydro power stations and often require substantial computational resources, leading to reduced simulation efficiency. This study proposes a cluster-based equivalent modeling approach for hybrid wind-solar-hydro power plants using the Sparrow Search Algorithm. key factors influencing fault characteristics, including the distance to the Point of Common Coupling, DC-side current-limiting measures, irradiance levels, water flow rates, wind speeds, and reactive power at the outlet, are identified and used to construct a transient model. Euclidean distances are computed for these factors, and initial clustering centers for wind turbines are determined using an improved max–min distance technique. These factors and clustering centers serve as the training dataset to establish the clustering equivalent model. Simulation results, conducted on the MATLAB2022 platform, demonstrate that the SSA-based model outperforms the single-unit equivalent model by over 150 times in terms of accuracy. Additionally, the SSA-based model achieves a delay time, defined as the time required to compute the system's transient response after a fault, of less than 5 ms, which is less than one-twentieth of the delay time of the single-unit equivalent model. These improvements highlight the model's ability to accurately capture dynamic power responses under various disturbances, making it highly suitable for real-time applications in hybrid renewable energy systems. © The Author(s) 2025.

关键词： MATLAB

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The electromagnetic transient simulation acceleration algorithm based on delay mitigation of dynamic critical paths

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Energy Informatics 2025年第1期8卷 1-12页

作者： Guo, Qi Lu, Yuanhong Zhang, Jie Zhang, Jingyue Huang, Libin Guo, Haiping Guo, Tianyu Tu, Liang State Key Laboratory of HVDC Electric Power Research Institute China Southern Power Grid Guangzhou510663 China National Energy Power Grid Technology R & D Centre Guangzhou510663 China Guangdong Provincial Key Laboratory of Intelligent Operation and Control for New Energy Power System Guangzhou510663 China CSG Key Laboratory for Power System Simulation Electric Power Research Institute China Southern Power Grid Guangzhou510663 China

The task scheduling problem based on directed acyclic graphs (DAGs) has been proven to be NP-complete in general cases or under certain restrictions. In this paper, building upon existing scheduling algorithms, we introduce a static task scheduling algorithm based on directed acyclic graphs. By incorporating the proportion of task transmission delay as a guiding metric in the optimization process, processors can be prioritized for tasks with high latency, thereby improving computational efficiency. We first validate the theoretical feasibility of the algorithm using a theoretical case study and illustrate the algorithmic effectiveness using two real case studies, direct current (DC) model and alternating current (AC) model respectively. The research indicates that the scheduling algorithm proposed in this paper achieves an average scheduling length improvement of over 1.2% compared to the Heterogeneous Earliest-Finish-Time algorithm (HEFT) in topologies with high latency tasks. Additionally, the experiments show that the HEFT algorithm consumes 39.85us and the EMT-DM algorithm consumes 38.29us during simulation using DC, and the HEFT algorithm consumes 31.23us and the EMT-DM algorithm consumes 26.51us during simulation using AC, both of which are improved compared to the HEFT algorithm. © The Author(s) 2025.

关键词： Flow graphs

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Turbulent drag reduction by sector-shaped counter-flow dielectric barrier discharge plasma actuator

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Chinese Physics B 2025年第2期34卷 362-370页

作者： Borui Zheng Shaojie Qi Minghao Yu Jianbo Zhang Linwu Wang Dongliang Bian School of Automation and Information Engineering Xi’an University of TechnologyXi’an 710048China School of Mechanical and Precision Instrument Engineering Xi’an University of TechnologyXi’an 710048China Science and Technology on Plasma Dynamics Laboratory Air Force Engineering UniversityXi’an 710038China Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing Xi’an 710048China Shaanxi University Key Laboratory of Photonic Power Devices and Discharge Regulation Xi’an 710048China

The primary objective in aircraft transportation is to minimize turbulent drag, thereby conserving energy and reducing emissions. We propose a sector-shaped counter-flow dielectric barrier discharge plasma actuator, which leverages jet synthesis for drag reduction. A drag control experiment was conducted in a low-speed wind tunnel with a controlled flow velocity of 9.6 m/s(Re = 1.445 × 10^(4)). This study investigated the effects of varying pulse frequencies and actuation voltages on the turbulent boundary layer. Using a hot-wire measurement system, we analyzed the pulsating and time-averaged velocity distributions within the boundary layer to evaluate the streamwise turbulent drag reduction. The results show that the local TDR decreases as the pulse frequency increases, reaching a maximum reduction of approximately 20.97% at a pulse frequency of 50 Hz. In addition, as the actuation voltage increases, the friction coefficient decreases, increasing the drag reduction rate. The maximum drag reduction of approximately 33.34% is achieved at an actuation voltage of 10 kV.

关键词： plasma flow control turbulent boundary layer turbulent drag reduction

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Deep Learning and Projection Neural Network With Finite-Time Convergence for Energy Management of Multi-Energy system

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IEEE Transactions on Smart Grid 2025年第3期16卷 2156-2168页

作者： Liu, Xueying He, Xing Li, Chaojie Huang, Tingwen Southwest University Chongqing Key Laboratory of Nonlinear Circuits and Intelligent Information Processing College of Electronic and Information Engineering Chongqing400715 China North China Electric Power University State Key Laboratory of Alternate Electrical Power System With Renewable Energy Sources Beijing102206 China Shenzhen University of Advanced Technology Faculty of Computer Science and Control Engineering Shenzhen518055 China

In this paper, an approach based on projection neural network (PNN), sliding mode control technique, and deep learning is proposed to solve the energy management problem of multi-energy systems (MES) containing dynamic parameters. First, the sliding mode technique is introduced in the PNN to design a finite-time PNN (FTPNN). The stability and finite-time convergence of the proposed FTPNN are proved by the Lyapunov method and the setting time bound is given. Then, the deep FTPNN (DFTPNN) is designed by combining deep learning with the proposed FTPNN. The dynamic parameters in the MES that change over time are used as input variables for the DFTPNN, allowing the trained DFTPNN to respond immediately to changes in the dynamic parameters and to predict the solutions of the FTPNN with different parameters directly. Simulation experiments show that FTPNN has faster convergence compared to PNN. DFTPNN significantly reduces the computation time compared to FTPNN. DFTPNN provides predicted solutions to FTPNN. Since DFTPNN can respond immediately to changes in dynamic parameters and directly provide energy management strategies under different parameters, it can adapt to changing environments and promote the economic and stable operation of MES. © 2010-2012 IEEE.

关键词： Cogeneration Heuristic algorithms Convergence Deep learning Prediction algorithms Optimization Heating systems Energy management Approximation algorithms power system stability

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Foreground Prediction for Image Composition with Local and Global Feature Fusion 16

Foreground Prediction for Image Composition with Local and G...

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2024 16th International Conference on Graphics and Image Processing, ICGIP 2024

作者： Sun, Liliang He, Yuanlie Li, Wensheng Feng, Fujian Liang, Yihui School of Computer Guangdong University of Technology Guangzhou510000 China School of Computer Science Zhongshan Institute University of Electronic Science and Technology of China Zhongshan528400 China Guizhou Key Laboratory of Pattern Recognition and Intelligent System Guizhou Minzu University Guiyang550025 China

ISBN: (数字)9781510688780

ISBN: (纸本)9781510688773

This paper focuses on the image composition of transparent objects, where existing image matting methods suffer from composition errors due to the lack of accurate foreground during the composition process. We propose a foreground prediction model named ALGM, which leverages the local feature extraction capabilities of Convolutional Neural Networks (CNNs) and incorporates an attention mechanism for global information modeling. The proposed alpha-assisted foreground prediction module extracts foreground information from the original image and conveys it. The extracted foreground color information is combined with the deep structural features of the encoder and used for foreground color prediction. ALGM reduces image composition errors in the quantitative data from the Composition-1k dataset and improves the visual quality of composed images on the AIM-500 and Transparent-460 datasets. © 2025 SPIE.

关键词： Prediction models

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Mechanism and Methods for Fault Recovery of Grid-Forming Inverter by Graphical Illustration

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IEEE Transactions on power systems 2025年第2期40卷 1973-1976页

作者： Yang, Jialun Ye, Hua Wang, Yantuan Liu, Yutian Li, Yujun Du, Zhengchun Shandong Research Institute of Industrial Technology Jinan250061 China Shandong University Key Laboratory of Power System Intelligent Dispatch and Control Ministry of Education Jinan250061 China Xi'an Jiaotong University Department of Electrical Engineering Xi'an710049 China

The existing priority-based current limiting control (CLC) for grid-forming (GFM) inverters may lead to failures in fault recovery, including being locked in CLC and mode oscillation between CLC and constant voltage control (CVC). To resolve these problems, this letter first reveals the fault recovery mechanism of droop controlled GFM inverters by illustrating the conditions of three fault recovery states in the phasor diagram. Then, two methods including determination of the optimal range of current angle and upper limit of saturation block are presented to guarantee successful fault recovery of GFM inverters. The correctness of theoretical analyses is verified and validated by multiple experimental tests. © 1969-2012 IEEE.

关键词： Fault current limiters

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Multi-Objective Coordination and Stability Control of High Proportion Wind power system Based on K-Domain Tuning Damping 19th

Multi-Objective Coordination and Stability Control of High P...

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19th Annual Conference of China Electrotechnical Society, ACCES 2024

作者： Zhang, Qingtao Gao, Diju Zhang, Dan Cai, Haiqing Gu, Haohan Chen, Wei Wu, Wencong Chen, Zhihao Institute of Logistics Engineering Shanghai Maritime University Shanghai China Institute of Logistic Science and Engineering Shanghai Maritime University Shanghai China Guangdong Provincial Key Laboratory of Intelligent Operation and Control for New Energy Power System Guangzhou China State Key Laboratory of HVDC Electric Power Research Institute China Southern Power Grid Guangzhou China National Energy Power Grid Technology R&D Centre Guangzhou China CSG Key Laboratory for Power System Simulation Electric Power Research Institute China Southern Power Grid Guangzhou China

ISBN: (纸本)9789819608966

With the further development of "double high" characteristics of power system, the traditional stability problem dominated by synchronous generator has gradually evolved into a new stability problem dominated by power electronic equipment control. In addition, different types of failure problems can occur in wind power systems. In order to achieve multi-objective coordinated and stable operation of high proportion wind power system, a damping control method with parameters tuning is proposed, which includes the design of filtering link and proportional amplification link. Among them, the key parameters of the proportional link are adjusted. Finally, the feasibility of the proposed control method is verified by simulation tests. © Beijing Paike Culture Commu. Co., Ltd. 2025.

关键词： Electric power system stability

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A Regional Coupling Enhanced Omnidirectional Wireless power Transfer system With Low-Fluctuation Regulation Strategy

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IEEE Transactions on power Electronics 2025年

作者： Li, Musong Zhang, Xian Chen, Zhixin Dai, Zhongyu Zhao, Liyuan Hebei University of Technology State Key Laboratory of Intelligent Power Distribution Equipment and System Tianjin300401 China

Omnidirectional wireless power transfer (OWPT) systems can significantly enhance the charging freedom of the receiver (RC). Nevertheless, variations of RC position bring upon non-negligible output fluctuations, affecting the system stability and efficiency. Existing researches focus on the optimization of magnetic coupling structure (MCS) while being constrained by high control complexity. In this letter, a regional coupling enhanced OWPT system with low-fluctuation regulation strategy is proposed for consumer electronics products (CEP). Firstly, a MCS with self-decoupling multi-transmitter coils (TCs) of the OWPT system is discussed in detail. Secondly, a regulation strategy with high output stability and system efficiency under different working conditions is proposed, which requires only the adjustment of the input phase shift angle on the corresponding TC. Finally, a 100 V/100 kHz experimental prototype is built to validate the regulation strategy of the OWPT system. Experimental results show that the output voltage can be stabilized between 6.31V and 6.67V within a 90° rotational range, with a maximum fluctuation rate of 4.78% and the system efficiency is all over 76%. Meanwhile, in the planar region, the output voltage remains stable between 28.6V and 29.7V, with a maximum fluctuation rate of 3.79% and an average system efficiency of 86.9%. © 1986-2012 IEEE.

关键词： Inductive power transmission

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Synergistically regulated PCL scaffold bioactivity and antibacterial activity by wollastonite and in situ zinc oxide

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Ceramics International 2025年第14期51卷 18573-18586页

作者： Li, Dongying Du, Haocheng Ding, Wenhao Guo, Xiaoping Yuan, Hai Jiang, Jinglu Li, Mengqi Long, Nanbiao Xu, Yong Key Laboratory of Hunan Province for Efficient Power System and Intelligent Manufacturing College of Mechanical and Energy Engineering Shaoyang University Shaoyang422000 China School of Automation Hangzhou Dianzi University Hangzhou310018 China Department of Medical Technology Shaoyang University Shaoyang422000 China Shaoyang Industry Polytechnic College Shaoyang422000 China

Synergistically improving bioactivity and imparting antibacterial function are the problems that need to be solved urgently in the application of polycaprolactone (PCL) scaffolds in the field of tissue engineering. To this end, PCL/wollastonite/zinc oxide (PCL/15Wol + ZnO) composite scaffolds were fabricated by combining triply periodic minimal surfaces (TPMS) design, selective laser sintering (SLS) and in-situ deposition technology. First, the rapid degradation of Wol sustainably released Ca2+ ions, inducing the deposition of osteoid apatite on scaffolds and significantly enhancing bioactivity. Second, ZnO grown in situ on the scaffold provided antibacterial functionality by disrupting bacterial structures through oxidative stress. The results indicated that the composite scaffold immersed in SBF quickly induced the formation of apatite layer, possibly due to the substitution of H+ in solution with Ca2+ in Wol, forming a negatively charged silicon-rich layer that subsequently attracted the deposition of HPO42− via electrostatic interactions. In the degradation experiments, Wol played a crucial role in neutralizing acidic byproducts released during PCL degradation and raising the pH of the solution. Furthermore, in-situ zinc oxide endowed the scaffold with antibacterial activity against Escherichia coli and the antibacterial test showed that the 15Wol composite scaffold had an inhibition zone with a diameter of 17 mm. Moreover, the composite scaffold provided a favorable environment for cell survival, which promoted the adhesion, extension and survival viability of MC3T3-E1 cells. © 2025 Elsevier Ltd and Techna Group S.r.l.

关键词： Laser heating

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Studies on the Droplet Impact Behavior and Anti-Icing Properties on the Slippery Lubricant-Infused Porous Surface (SLIPS) of Al Conductors 11th

Studies on the Droplet Impact Behavior and Anti-Icing Proper...

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11th Frontier Academic Forum of Electrical Engineering, FAFEE 2024

作者： Li, Bo Bai, Jie Yang, Liuqing Dai, Xu Xiao, Jie Xiang, Huiying Zhao, Yingying Zheng, Hanwen Liao, Ruijin Yuan, Yuan Institute of Electric Power Science of Guizhou Power Grid Co. Ltd. Guiyang550002 China China Southern Power Grid Laboratory of Anti-Icing and Disaster Reduction Liupanshui553002 China State Key Laboratory of Power Transmission Equipment & System Security and New Technology Chongqing University Chongqing400044 China College of Materials Science and Engineering Chongqing University Chongqing400030 China

ISBN: (纸本)9789819788118

Slippery lubricant-infused porous surface (SLIPS) has been widely studied as a promising anti-icing surface treatment. However, the research on the lubricant effect of impact droplets and anti-icing behavior on Al conductors is not deep enough, which may limit the further practical application of this technology. In this study, SLIPS has been prepared by constructing the anodized nano-porous structure and injecting the lubricant of silicone oil. SLIPS plates show the good wettability (CA = 103.7°, CAH = 1.4°) and low ice adhesion (6.30 kPa). Frosting tests indicate SLIPS plates has good anti-frosting property and inhibits the droplets condensation. Droplets impact tests on Aluminum Stranded Conductor (ACSR) show the lubricating effects and water sliding behavior of SLIPS conductors. Results show that the slippery Al conductors have good anti-icing properties, showing ideal application potential for transmission lines. © Beijing Paike Culture Commu. Co., Ltd. 2025.

关键词： Silicones

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