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An Improved Communication-Free Dual Characteristic Over Current-Based Protection Scheme for AC Microgrids 一种改进的交流微电网无通信双特性过电流保护方案
IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-07-10 DOI: 10.1155/etep/5975734
Hossein Mohammadi Panah, Behrooz Zaker, Haidar Samet

The entry of distributed generation causes the network to become complicated, and as a result, the protection coordination between the network equipment is lost. In previous studies, three decision variables were considered for each directional overcurrent relay: time dial setting in the main mode, time dial setting in the backup mode, and pickup current (Ip). However, the minimum coordination time interval between the main and backup relay was lost. In this paper, communication-free dual characteristics directional overcurrent relays are used, considering six decision variables: Ip, time dial setting of the relays in the main and backup mode, breakpoint current, and the type of curves in main and backup operations. The proposed scheme maintains the minimum time interval between the main and backup relays, which reduces the operation time of the relays compared to previous studies. The proposed scheme is implemented on the modified IEEE 30-bus network distribution section. DIGSILENT software is used for simulation, and load currents and fault currents of protection relays in grid-connected and islanded conditions are extracted based on load flow and short circuit studies. Then, the optimization problem is solved using the genetic algorithm in MATLAB software, and optimal settings are obtained to minimize the operation time of the relays. The simulation results of the proposed method shows that the operation time of the relays can be improved by 17% compared with the previous existing method.

分布式发电的进入使网络变得复杂,从而失去了网络设备之间的保护协调。在以往的研究中,每个方向过流继电器都考虑了三个决策变量:主模式时的时间拨号设置、备用模式时的时间拨号设置和拾取电流(Ip)。但是,丢失了主备中继之间的最小协调时间间隔。本文采用无通信双特性定向过流继电器,考虑了6个决策变量:Ip、继电器在主备模式时的时间拨盘整定值、断点电流和主备运行时的曲线类型。该方案保持了主备继电器之间最小的时间间隔,与以往的研究相比,减少了继电器的运行时间。该方案在改进的IEEE 30总线网络配电段上实现。利用DIGSILENT软件进行仿真,在负荷潮流和短路研究的基础上,提取并网状态和孤岛状态下保护继电器的负荷电流和故障电流。然后,利用MATLAB软件中的遗传算法对优化问题进行求解,得到继电器运行时间最小的最优整定值。仿真结果表明,与现有方法相比,该方法可使继电器的运行时间提高17%。
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引用次数: 0
Impedance-Based Adaptive Droop Control for Islanded AC Microgrids and Overview 孤岛交流微电网基于阻抗的自适应下垂控制及综述
IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-07-02 DOI: 10.1155/etep/5660985
Forough Qashqaie, Hadi Saghafi, Ramtin Sadeghi, Bahador Fani

Recent improvements in the application of distributed energy resources (DERs) and microgrids (MGs) have made controlling these resources very important. However, there are still many challenges in this field. One of the anticipated challenges in islanded MGs (IMGs) is the mismatched output impedance of DERs, which affects the volt-var regulation, shortly after the occurrence of islanding mode. Ignoring these events creates consecutive power quality challenges such as circulating currents and reactive power sharing error, voltage variations, increased power loss, and overcurrent. Even though the microsources that make up the MG are located near loads, MGs often require receiving control commands from the central controller through low-/high-bandwidth communication networks to achieve the most stable operating point. Depending on the type of control structure, the information of the units including current, voltage, and active and reactive power is received/sent between one and three control levels. This paper aims to analyze the state-of-the-art techniques that are often developed based on adaptive virtual impedance droop control (AVIDC). Hierarchical structure and multiagent system (MAS) are the most coherent class of three-level infrastructures implemented by the consensus protocol. In this survey, the opportunities and threats of the islanded AC MGs controlled by the enhanced droop method using virtual impedance have been analyzed. At the same time, these have been implemented in centralized, decentralized, hierarchical, and MAS-based distributed coordination structures. Finally, the simulation results of an IMG controlled by AVIDC and based on line X/R ratio have been analyzed in PSIM Altair software.

最近在分布式能源(DERs)和微电网(mg)应用方面的改进使得控制这些资源变得非常重要。然而,这一领域仍存在许多挑战。孤岛式mggs (IMGs)的预期挑战之一是在孤岛模式发生后不久,DERs的输出阻抗不匹配会影响电压-无调节。忽略这些事件会造成连续的电能质量问题,如循环电流和无功功率共享误差、电压变化、功率损耗增加和过流。尽管构成MG的微源位于负载附近,MG通常需要通过低/高带宽通信网络接收来自中央控制器的控制命令,以达到最稳定的工作点。根据控制结构的类型,单元的信息包括电流、电压、有功和无功功率在一到三个控制级别之间接收/发送。本文旨在分析基于自适应虚拟阻抗下垂控制(AVIDC)的最新技术。层次结构和多智能体系统(MAS)是共识协议实现的最连贯的三层基础设施。本文分析了采用虚拟阻抗增强下垂法控制孤岛式交流电机的机遇和威胁。同时,这些已经在集中的、分散的、分层的和基于mas的分布式协调结构中实现。最后,在PSIM Altair软件中分析了AVIDC控制的基于线X/R比的IMG的仿真结果。
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引用次数: 0
Analyzing the Impact of Electric Vehicles on the Power Network of the United Arab Emirates 电动汽车对阿联酋电网的影响分析
IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-06-30 DOI: 10.1155/etep/5825006
Suma Al-Arab, Ramesh C. Bansal, Ahmed G. Abo-Khalil

This study investigates the impact of increasing electric vehicle (EV) adoption on the power grid in the United Arab Emirates (UAE), focusing on grid performance, stability, and efficiency under different EV penetration scenarios. A mathematical model is developed to evaluate EV charging load profiles based on energy consumption, charging schedules, and station distribution. The results reveal that level 1 (120 V) charging stations generate a peak load of 93.6 kW, whereas level 2 (240 V) stations impose a significantly higher peak load of 187.2 kW. The study finds that while the existing power grid can support up to 40% EV penetration with level 1 charging, it risks exceeding capacity with level 2 infrastructure. By 2030, a 40% EV penetration with level 2 charging is projected to surpass the system’s margin capacity, increasing the likelihood of voltage instability and transformer overloads. This research is novel in its UAE-specific modeling of EV charging impacts, offering detailed insights into grid constraints under future EV growth. To mitigate these challenges, the study recommends dynamic pricing strategies and vehicle-to-grid (V2G) technology to optimize load distribution and enhance grid resilience. The findings provide essential guidance for policymakers, utilities, and industry stakeholders in developing a sustainable and efficient EV charging infrastructure.

本研究探讨了阿拉伯联合酋长国(UAE)越来越多的电动汽车(EV)采用对电网的影响,重点研究了不同电动汽车普及情景下的电网性能、稳定性和效率。建立了基于能量消耗、充电计划和充电站分布的电动汽车充电负荷评估数学模型。结果表明,1级(120v)充电站产生的峰值负荷为93.6 kW,而2级(240v)充电站产生的峰值负荷明显更高,为187.2 kW。研究发现,虽然现有电网可以在一级充电时支持高达40%的电动汽车渗透率,但在二级基础设施上,它有超过容量的风险。到2030年,40%的二级充电电动汽车普及率预计将超过系统的边际容量,从而增加电压不稳定和变压器过载的可能性。这项研究在阿联酋特定的电动汽车充电影响建模方面是新颖的,为未来电动汽车增长下的电网约束提供了详细的见解。为了缓解这些挑战,该研究建议采用动态定价策略和车辆到电网(V2G)技术来优化负荷分配并增强电网的弹性。研究结果为政策制定者、公用事业公司和行业利益相关者开发可持续、高效的电动汽车充电基础设施提供了重要指导。
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引用次数: 0
Innovative Design for Energy Storage Cold Chain Logistics Vehicles 储能冷链物流车辆的创新设计
IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-06-28 DOI: 10.1155/etep/7767274
L. C. Shih, Y. J. Chiu, J. S. Huang

To meet the demand for cold chain logistics through green transportation, this study designed a solar-powered vehicle with energy storage ability for cold chain logistics operations. The designed vehicle has solar panels on its roof that power the refrigeration system of the vehicle during transportation. This use of solar energy enables the fuel and energy consumption of the vehicle to be reduced. Moreover, the energy storage ability of the designed vehicle enables its refrigeration system to continue running continuously even when the vehicle is switched off. The designed vehicle reduces carbon and CO2 emissions by at least 36.3%, thereby mitigating urban air pollution. This study develops a business model to help relevant companies reduce carbon credit costs, ensure compliance with regulations and standards, and enhance corporate image. Thus, the designed vehicle contributes to the achievement of the sustainable development goals (SDGs) of the United Nations and the global objective of realizing net-zero carbon emissions by 2050; particularly, SDG 9 relates to the industry, innovation, and infrastructure; SDG 12 relates to responsible production and consumption; and SDG 13 relates to climate action.

为了满足绿色运输对冷链物流的需求,本研究设计了一种具有储能能力的太阳能汽车,用于冷链物流作业。设计的车辆在车顶上安装了太阳能电池板,在运输过程中为车辆的制冷系统供电。这种太阳能的使用可以减少车辆的燃料和能源消耗。此外,所设计车辆的储能能力使其制冷系统即使在车辆关闭时也能继续连续运行。设计的车辆减少了至少36.3%的碳和二氧化碳排放量,从而减轻了城市空气污染。本研究开发一种商业模式,以帮助相关企业降低碳信用成本,确保符合法规和标准,提升企业形象。因此,设计的车辆有助于实现联合国可持续发展目标(SDGs)和到2050年实现净零碳排放的全球目标;特别是,可持续发展目标9涉及产业、创新和基础设施;可持续发展目标12涉及负责任的生产和消费;可持续发展目标13与气候行动有关。
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引用次数: 0
A Novel TKEO With the Decision Tree–Based Method for Fault Analysis of the HVDC Transmission Link Fed by Offshore Wind and Solar Farms 一种基于决策树的新型TKEO海上风电和太阳能发电场直流输电线路故障分析方法
IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-06-26 DOI: 10.1155/etep/9105156
Rajesh Babu Damala, Ramana Pilla, V. Manoj, S. Ramana Kumar Joga, Chidurala Saiprakash, Theophilus A. T. Kambo Jr.

Detecting and classifying various faults on high voltage DC transmission (HVDC) lines and pinpointing their locations are crucial tasks for the power system’s efficient operation. This paper presents a Teager–Kaiser energy operator (TKEO) technique with a decision tree–based fault type classifier to monitor power system faults on the HVDC transmission line. The change identification filter technique is used to identify the fault location and record it as the change initiation point (CIP). There are only three samples of the average current (Iavrg) used at the CIP of the HVDC link. The eight indices for fault analysis are produced by the suggested TKEO approach by processing average current (Iavrg) signals not the differential current. Electricity networks may be restored as soon as practical while minimizing economic losses to the greatest extent possible, thanks to the new method’s speedy problem identification. This state-of-the-art technique improves fault localization, categorization, and identification efficiency. It also reduces the time and computational complexity needed to find faults. It is even more cost-effective because the suggested method is connected to a nearby microgrid, which supplies a small portion of the total electricity produced by the two wind and solar farms. With a fault-detecting efficiency of 97%, the suggested method shows a significant improvement in accuracy.

高压直流输电(HVDC)线路的各种故障检测、分类和定位是保证电力系统高效运行的重要任务。提出了一种基于决策树的Teager-Kaiser能量算子(TKEO)技术来监测高压直流输电线路上的电力系统故障。采用变更识别过滤技术识别故障位置,并将其记录为变更起始点(CIP)。HVDC链路CIP处使用的平均电流(Iavrg)只有三个样本。通过处理平均电流(Iavrg)信号而不是差分电流,提出了TKEO方法产生故障分析的8个指标。由于这种新方法能够快速发现问题,电网可以尽快恢复,同时最大限度地减少经济损失。这种先进的技术提高了故障定位、分类和识别效率。它还减少了查找故障所需的时间和计算复杂度。这种方法的成本效益更高,因为它与附近的微电网相连,为两个风力和太阳能发电场提供了一小部分总电力。该方法的故障检测效率为97%,精度有明显提高。
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引用次数: 0
Intelligent Wireless Power Scheduling for Lunar Multienergy Systems: Deep Reinforcement Learning for Real-Time Adaptive Beam Steering and Vehicle-to-Grid Energy Optimization 月球多能系统的智能无线电力调度:用于实时自适应波束转向和车辆到电网能量优化的深度强化学习
IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-06-08 DOI: 10.1155/etep/9877968
Thomas Tongxin Li, Shuangqi Li, Cynthia Xin Ding, Zhaoyao Bao, Mohannad Alhazmi

The integration of wireless power transfer (WPT) and vehicle-to-grid (V2G) technologies is essential for the sustainable operation of lunar multienergy virtual power plants (MEVPPs), where rovers, habitats, and in situ resource utilization (ISRU) facilities rely on adaptive energy management. Unlike terrestrial systems, lunar environments present extreme challenges, including long-duration night cycles, regolith dust accumulation, severe temperature fluctuations, and dynamic rover mobility, all of which disrupt efficient power delivery. This paper proposes a reinforcement learning–based adaptive beam steering framework to optimize WPT scheduling, ensuring continuous and efficient energy transmission for both mobile and stationary lunar assets. Unlike traditional fixed-beam or heuristic-based WPT methods, the proposed system utilizes deep reinforcement learning (DRL) with proximal policy optimization (PPO) to autonomously adjust beam direction, power intensity, and charging priority in response to real-time rover movements, V2G interactions, and fluctuating energy demands. The proposed framework models WPT optimization as a Markov decision process (MDP), where the agent learns to dynamically adapt beam steering based on rover speed, response delay, solar power availability, and charging station congestion. The reward function penalizes energy misallocation and misalignment losses while maximizing charging efficiency and systemwide energy resilience. A case study simulating a 30-day mission near Shackleton Crater evaluates the effectiveness of the AI–driven WPT system, demonstrating a 54.6% reduction in energy downtime and a 41.3% improvement in beam alignment efficiency compared to static power scheduling methods. In addition, the system reduces latency-induced power deficits by 39.8%, ensuring reliable power distribution for ISRU oxygen extraction, habitat life support, and rover recharging stations. This study represents a novel advancement in lunar power infrastructure, integrating AI–driven adaptive WPT with intelligent energy scheduling to enhance V2G interactions in extraterrestrial environments. The results validate the feasibility of DRL–based WPT control, paving the way for scalable, resilient, and self-optimizing wireless power grids on the Moon. Future work will explore the integration of hybrid energy storage models, quantum-inspired optimization for real-time decision-making, and predictive beamforming algorithms to further enhance the reliability and efficiency of lunar energy networks.

无线电力传输(WPT)和车辆到电网(V2G)技术的集成对于月球多能虚拟发电厂(mevpp)的可持续运行至关重要,其中月测车、栖息地和原位资源利用(ISRU)设施依赖于自适应能源管理。与地面系统不同,月球环境面临着极端的挑战,包括长时间的夜间周期、风化层灰尘积聚、严重的温度波动和动态的月球车机动性,所有这些都破坏了有效的电力输送。本文提出了一种基于强化学习的自适应波束导向框架,以优化WPT调度,确保移动和固定月球资产的连续高效能量传输。与传统的固定波束或基于启发式的WPT方法不同,该系统利用深度强化学习(DRL)和近端策略优化(PPO)来自主调整波束方向、功率强度和充电优先级,以响应实时漫游车运动、V2G交互和波动的能量需求。提出的框架将WPT优化建模为马尔可夫决策过程(MDP),其中智能体学习基于探测车速度、响应延迟、太阳能可用性和充电站拥塞动态适应波束转向。奖励函数惩罚能量分配不当和错位损失,同时最大化充电效率和系统范围的能量弹性。在沙克尔顿环形山附近模拟30天任务的案例研究中,评估了人工智能驱动的WPT系统的有效性,表明与静态电力调度方法相比,能源停机时间减少了54.6%,波束对准效率提高了41.3%。此外,该系统将延迟引起的功率不足降低了39.8%,确保了ISRU氧气提取、栖息地生命支持和漫游车充电站的可靠电力分配。该研究代表了月球电力基础设施的新进展,将人工智能驱动的自适应WPT与智能能源调度相结合,以增强地外环境下的V2G交互。结果验证了基于drl的WPT控制的可行性,为月球上可扩展、弹性和自优化的无线电网铺平了道路。未来的工作将探索混合储能模型、量子激励的实时决策优化和预测波束形成算法的集成,以进一步提高月球能源网络的可靠性和效率。
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引用次数: 0
Hosting Capacity Enhancement Utilizing Small Pumped-Hydro Storages in Rural Distribution Networks 利用农村配电网中的小型抽水蓄能提高托管能力
IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-06-02 DOI: 10.1155/etep/3307334
Paria Emami, Hamed Delkhosh, Mohsen Parsa Moghaddam

Renewable energy sources (RESs) are growing exponentially due to need for sustainable energy. The hosting capacity (HC) is the amount of RESs that can be installed in a distribution network without exceeding its operational limitations, such as bus voltages and line flows. Energy storage systems (ESSs) have been utilized to enhance the HC in the literature. However, high investment cost of ESSs is the main obstacle to their widespread deployment. This highlights value of multipurpose energy storages (MPESs) that have multiple purposes besides the electrical aspect. Potential in the irrigation of the agriculture sector based on small pumped-hydro storages (PHSs) has been employed in this paper to enhance the HC of rural distribution networks. For this purpose, a new practical model has been proposed for the PHS considering residential and agricultural water consumption management. Also, the HC of the distribution network for photovoltaic is investigated based on a mixed integer nonlinear programming (MINLP) model. Simulation results on the IEEE 33-bus test system in GAMS and the comparison with the ESSs showed that the PHSs in addition to their main application increase the HC by 70 kW and reduce the cost and losses by 36 kWh and $47,562, respectively.

由于对可持续能源的需求,可再生能源(RESs)呈指数级增长。主机容量(HC)是指在不超出其运行限制(如母线电压和线路流量)的情况下可以安装在配电网中的RESs的数量。文献中已经利用储能系统(ess)来增强HC。然而,ess的高投资成本是其广泛应用的主要障碍。这突出了多用途储能(MPESs)的价值,它除了电气方面还有多种用途。本文利用基于小型抽水蓄能(PHSs)的农业部门灌溉潜力来提高农村配电网的HC。为此,提出了一种考虑居民和农业用水管理的小灵通实用模型。同时,基于混合整数非线性规划(MINLP)模型对光伏配电网的HC进行了研究。在GAMS中的IEEE 33总线测试系统上的仿真结果以及与ess的比较表明,除了其主要应用之外,PHSs分别增加了70 kW的HC,降低了36 kWh和47,562美元的成本和损耗。
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引用次数: 0
Novel Path Planning Algorithm for the Mobile Robot in Power Transformer Substation 电力变电站移动机器人路径规划新算法
IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-05-27 DOI: 10.1155/etep/7599732
Chunxiang Mao, Jing Ma, Pengyang Qi, Dong Wang

In response to the issue of low search efficiency caused by the large number of expanded nodes when mobile robots use traditional A algorithm for path planning in complex environments, an improved A algorithm based on four-way search has been proposed. This algorithm leverages Euclidean distance to weight the heuristic function on the basis of the traditional A algorithm and reduces the number of expanded nodes and search time through the four-way search algorithm. Subsequently, experiments were conducted using maps to verify the performance of the improved algorithm. The experimental results indicate that the simulation of the improved A algorithm based on four-way search can achieve higher search efficiency, with fewer expanded nodes, which is more conducive to the path planning of mobile robots.

针对移动机器人在复杂环境中使用传统的A∗算法进行路径规划时由于扩展节点过多而导致搜索效率低下的问题,提出了一种基于四向搜索的改进A∗算法。该算法在传统A *算法的基础上利用欧几里得距离对启发式函数进行加权,并通过四向搜索算法减少了扩展节点的数量和搜索时间。随后,利用地图进行了实验,验证了改进算法的性能。实验结果表明,改进的基于四向搜索的A *算法的仿真可以获得更高的搜索效率,且扩展节点更少,更有利于移动机器人的路径规划。
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引用次数: 0
Multi-Microgrid Optimization With Electric Vehicle Mobile Energy Storage Considering Travel Characteristics 考虑出行特性的电动汽车移动储能多微网优化
IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-05-27 DOI: 10.1155/etep/2656439
Xiaoyi Zhang, Jie Ma, Zheng Yang, Xiang Zhang, Yishuo Qiao, Yudong Du, Zhiwei Li

To address the economic challenges posed by the integration of a large number of electric vehicles (EVs) into microgrids, while leveraging their mobile energy storage (MES) capabilities and accounting for the impact of EV users’ travel patterns on charging and discharging behaviors, a microgrid scheduling model is proposed that incorporates the MES characteristics of EVs under user travel habits. Firstly, based on the spatial and temporal characteristics of the EV travel chain, the upper and lower bounds of the state of charge (SOC) that EVs must maintain at specific moments during their driving process are determined. Secondly, a mathematical model of a microgrid operation incorporating EV mobile storage batteries, wind power, photovoltaic systems, stationary batteries, and micro-gas turbines is developed. This model considers the costs of electricity purchase and sale, wind and solar curtailment, and natural gas consumption, with the objective of minimizing the total operating cost. To validate the effectiveness of the proposed approach, the optimal scheduling model is implemented and solved using YALMIP and GUROBI. Simulation results demonstrate that the proposed model significantly reduces the total operating cost of the microgrid compared to traditional methods. It also improves the profitability of EV users to a certain extent, promoting new energy consumption when new energy resources are abundant.

为了解决大量电动汽车接入微电网带来的经济挑战,在充分利用电动汽车移动储能(MES)能力的同时,考虑电动汽车用户出行方式对充放电行为的影响,提出了一种考虑用户出行习惯下电动汽车MES特征的微电网调度模型。首先,根据电动汽车行驶链的时空特征,确定电动汽车在行驶过程中特定时刻必须保持的荷电状态(SOC)的上下界;其次,建立了包含电动汽车移动蓄电池、风力发电、光伏系统、固定电池和微型燃气轮机的微电网运行数学模型。该模型考虑了购电和售电成本、弃风弃光成本和天然气消耗成本,目标是使总运营成本最小化。为了验证该方法的有效性,实现了最优调度模型,并使用YALMIP和GUROBI进行了求解。仿真结果表明,与传统方法相比,该模型显著降低了微电网的总运行成本。也在一定程度上提高了电动汽车用户的盈利能力,在新能源资源丰富的情况下促进了新能源消费。
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引用次数: 0
Distributed Hierarchical Controller Resilience Analysis in Islanded Microgrid Under Cyber-Attacks 网络攻击下孤岛微电网分布式层次控制器弹性分析
IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-05-15 DOI: 10.1155/etep/9385286
Abdollah Mirzabeigi, Ali Kalantarnia, Negin Zarei

In islanded microgrid configurations, synchronization of distributed generators (DGs) becomes imperative. Achieving synchronization and control necessitates the establishment of communication links. However, communication channels are susceptible to various challenges, with cyber-attacks emerging as a primary concern. This paper examines the vulnerability of cooperative hierarchical controllers in the face of diverse cyber-attacks, including DoS, sensor and actuator attacks, and hijacking attacks. DGs are considered a multiagent system for stabilization and global synchronization of the network. Cyber-attacks on the secondary controller have been formalized, and an appropriate controller is designed for system synchronization and stability. The appropriate Lyapunov function is introduced to prove the stability. Then, the simultaneous stabilization and global synchronization conditions have been investigated by proving suitable theorems. A comprehensive case study is executed via simulation in MATLAB/Simulink, incorporating cyber-attack scenarios. The effects of cyber-attacks on this controller are eliminated, and the DGs are synchronized. For comparison, the resilience indicator has been used. In this controller, the cyber-attacks of the sensor and hijacking attack are well controlled. A DoS cyber-attack is more effective than other attacks and causes some DGs to go off the network. Also, comparing this controller to other controllers shows its greater resilience.

在孤岛微电网配置中,分布式发电机(dg)的同步变得势在必行。实现同步和控制需要建立通信链路。然而,沟通渠道容易受到各种挑战的影响,网络攻击成为主要问题。本文研究了协作分层控制器在面对各种网络攻击时的脆弱性,包括DoS攻击、传感器和执行器攻击以及劫持攻击。dg被认为是一个用于网络稳定和全局同步的多智能体系统。对从控制器的网络攻击进行了形式化描述,并设计了合适的控制器以保证系统的同步性和稳定性。引入适当的李雅普诺夫函数来证明其稳定性。然后,通过证明合适的定理,研究了系统的同步稳定条件和全局同步条件。通过MATLAB/Simulink仿真,结合网络攻击场景,进行了全面的案例研究。消除了网络攻击对该控制器的影响,并且dg是同步的。为了进行比较,我们使用了弹性指标。该控制器能很好地控制传感器的网络攻击和劫持攻击。DoS网络攻击比其他攻击更有效,并导致一些dg离开网络。此外,将此控制器与其他控制器进行比较,显示出其更大的弹性。
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引用次数: 0
期刊
International Transactions on Electrical Energy Systems
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