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A Multiagent Framework Coordinating One-to-Many Concurrent Composite Negotiations in a Multistage Postpaid P2P Energy Trading Model 多阶段后付费P2P能源交易模型中协调一对多并发组合协商的多智能体框架
IF 3.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-09 DOI: 10.1109/OJIA.2025.3619763
Komal Khan;Islam El-Sayed;Pablo Arboleya
Fast-growing distributed energy resources, prosumers, and electric vehicles risk overloading the grid and would require costly infrastructure expansion. In this respect, local energy markets seem to be a promising solution that enables the participation of prosumers and consumers in peer-to-peer energy transactions. However, most existing solutions require substantial computational resources and detailed real-time data, limiting practical deployment on edge devices and in large-scale environments. Conventional negotiation frameworks are mainly synchronous and prepaid, lacking lightweight, scalable, postpaid, and concurrent negotiation protocols to streamline transactions and minimize communication overhead. To address these gaps, we present an advanced three-stage multiagent model for peer-to-peer energy trading within the context of local energy markets, designed for simplicity and ease of integration in resource-constrained settings. This model is strategically engineered to optimize market participation and grid support by orchestrating a one-to-many concurrent composite negotiation strategy that supports postpaid transactions. Empowered by the smart Python multiagent development environment, which harnesses the instant extensible messaging and presence communication protocol, our model ensures seamless execution of peer-to-peer energy transactions with minimal computational burden. Furthermore, the methodology presented is extremely simple and generic compared to other procedures in the literature, facilitating scalable implementation on edge devices and supporting wide real-world adoption.
快速增长的分布式能源资源、生产消费者和电动汽车可能会使电网超载,并需要昂贵的基础设施扩建。在这方面,本地能源市场似乎是一个很有前途的解决方案,它使产消者和消费者能够参与点对点的能源交易。然而,大多数现有的解决方案需要大量的计算资源和详细的实时数据,限制了在边缘设备和大规模环境中的实际部署。传统的协商框架以同步和预付为主,缺乏轻量级、可扩展、后付费和并发的协商协议,以简化事务和减少通信开销。为了解决这些差距,我们提出了一种先进的三阶段多智能体模型,用于本地能源市场背景下的点对点能源交易,该模型旨在简化资源受限环境下的集成。通过编排一个支持后付费事务的一对多并发组合协商策略,该模型被战略性地设计为优化市场参与和网格支持。通过智能Python多代理开发环境(利用即时可扩展消息传递和状态通信协议),我们的模型确保以最小的计算负担无缝执行点对点能源交易。此外,与文献中的其他程序相比,所提出的方法非常简单和通用,促进了边缘设备上的可扩展实施并支持广泛的现实世界采用。
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引用次数: 0
Improved Duty Ratio-Based Direct Torque Control for Open-End Winding Induction Motor Drives 开放式绕组感应电机驱动的改进占空比直接转矩控制
IF 3.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-06 DOI: 10.1109/OJIA.2025.3618191
Kaif Ahmed Lodi;Khaled Ali Al Jaafari;Abdul R. Beig
This article presents an improved duty-ratio-based direct torque control (Duty-DTC) scheme for open-end winding induction motor (OEWIM) drives. Unlike conventional DTC (CDTC), which applies a single voltage vector over the entire sampling interval, the proposed method adjusts the duty ratio of the active voltage vector based on the instantaneous torque error. A computationally efficient and robust algorithm is developed to determine the optimal duty ratio, achieving reductions in torque ripple, flux ripple, and switching frequency variations while preserving the transient response of CDTC. A torque reference compensation method is introduced to mitigate the steady-state torque error caused by variations in motor speed. A novel switching state optimization method is used, in which the dwell time of the zero-voltage vector is split into two equal intervals and the active voltage vector is placed at the center of the switching interval, further improving the steady-state error and ripples. The proposed Duty-DTC algorithm is verified experimentally under various operating conditions using a 5-kW OEWIM drive laboratory prototype. The experimental results show that the proposed algorithm achieves 2.41%, 3.8%, and 4.5% torque ripple at 60 r/min, 720 r/min, and 1440 r/min, respectively, demonstrating the effectiveness of the proposed Duty-DTC in reducing torque ripples. The comparative results demonstrate a 85% reduction in torque ripple without an increase in computational time and complexity compared to CDTC. The results also show that the proposed algorithm achieves performance comparable to that of artificial neural network-based Duty-DTC algorithms, but with reduced computational time and complexity.
本文提出了一种改进的开放式绕组异步电动机(OEWIM)驱动的基于占空比的直接转矩控制方案。与传统的DTC (CDTC)在整个采样间隔内施加单个电压矢量不同,该方法基于瞬时转矩误差调整主动电压矢量的占空比。提出了一种计算效率高且鲁棒的算法来确定最佳占空比,在保持CDTC瞬态响应的同时,实现了转矩脉动、磁链脉动和开关频率变化的减小。针对电机转速变化引起的稳态转矩误差,提出了转矩基准补偿方法。采用一种新颖的开关状态优化方法,将零电压矢量的停留时间分成两个相等的间隔,将有源电压矢量置于开关间隔的中心,进一步改善了稳态误差和纹波。利用5kw OEWIM驱动实验室样机,在各种工况下对所提出的Duty-DTC算法进行了实验验证。实验结果表明,该算法在60 r/min、720 r/min和1440 r/min时的转矩波动分别达到2.41%、3.8%和4.5%,证明了Duty-DTC在减小转矩波动方面的有效性。对比结果表明,与CDTC相比,在不增加计算时间和复杂度的情况下,转矩脉动减少了85%。结果还表明,该算法的性能与基于人工神经网络的Duty-DTC算法相当,但计算时间和复杂度都有所降低。
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引用次数: 0
Study of DC Arc Flash Phenomenon From 1000 V Lithium Ion Battery Systems 1000v锂离子电池直流电弧闪蒸现象研究
IF 3.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-01 DOI: 10.1109/OJIA.2025.3616287
Nicolaus Jennings;David Wetz;Alexander Johnston;Rick Langley;Nancy LaFlair;John Heinzel
Many civilian and defense applications are either considering or actively incorporating 1000 V electrochemical energy sources into their power systems for a multitude of uses. It is well known that lithium-ion batteries can introduce significant safety challenges, but the risk is most often worth the reward. In addition to the shock hazard that comes with high operational voltages, the potential danger to workers from arc flash hazard—intense heat, bright (blinding) light, and loud (deafening) sound—also exists, and it is not well documented from dc sources. As batteries become more attractive for use across industry, the risks posed by these sources drives a need to study the arc flash phenomena produced at application-relevant potentials. Consequently, the Electric Power Research Institute (EPRI) and the University of Texas at Arlington (UTA) have performed 91 arc flash experiments with battery sources at voltages roughly 1000 Vdc. Data collected from these experiments are the first comprehensive experimental analysis of dc arc flash phenomena from 1000 V lithium-ion battery systems, revealing previously unreported nonthermal hazards and overestimations from models typically employed. Two lithium-ion chemistries have been studied, Lithium Iron Phosphate (LFP) and Lithium Titanate (LTO). LFP modules studied previously at 540 V produced incident energies as high as 6.12 cal/cm2 from an arc lasting 2.39 s with a gap distance of 0.25 in. At 908 V, the same LFPs exhibited upward of 4.48 cal/cm2 from a 0.5 in gap distance tests that had to be manually cut off. LTOs at 730 V produced 2.16 cal/cm2 for an arc lasting 0.88 s at a gap distance of 0.5 in. The light and sound intensity studied in some tests indicates the necessity for workers to use hearing and vision precautions. Models developed through this research and two relevant models from literature have been used to evaluate overestimations and their effectiveness at predicting the incident energy for arc flash events sourced from lithium-ion batteries.
许多民用和国防应用正在考虑或积极地将1000 V电化学能源纳入其电力系统中,以供多种用途。众所周知,锂离子电池可能会带来重大的安全挑战,但风险往往值得回报。除了高工作电压带来的电击危险之外,电弧闪光危险对工人的潜在危险——高温、强光(致盲)和大声(震耳欲聋)的声音——也存在,而且直流电源没有很好的记录。随着电池在各行各业的应用变得越来越有吸引力,这些来源带来的风险促使人们需要研究在应用相关电位下产生的电弧闪光现象。因此,电力研究所(EPRI)和德克萨斯大学阿灵顿分校(UTA)已经在电压大约1000伏的电池源上进行了91次电弧闪光实验。从这些实验中收集的数据是对1000 V锂离子电池系统直流电弧闪光现象的首次综合实验分析,揭示了以前未报道的非热危害和通常采用的模型的高估。研究了两种锂离子的化学性质,磷酸铁锂(LFP)和钛酸锂(LTO)。先前在540 V下研究的LFP模块产生的入射能量高达6.12 cal/cm2,电弧持续2.39 s,间隙距离为0.25 in。在908 V时,相同的lfp从必须手动切断的0.5英寸间隙距离测试中显示出4.48 cal/cm2的上升。在730v下的lto产生2.16卡/平方厘米,电弧持续0.88秒,间隙距离为0.5英寸。在一些测试中研究的光和声强度表明,工人有必要采取听力和视觉预防措施。通过本研究建立的模型和文献中的两个相关模型已被用于评估高估及其在预测来自锂离子电池的电弧闪光事件入射能量方面的有效性。
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引用次数: 0
Measurements and Modeling of Iron Losses in Guillotine and Laser Cut Soft-Magnetic Sheets 断头台和激光切割软磁片中铁损失的测量和建模
IF 3.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-08 DOI: 10.1109/OJIA.2025.3607115
Zbigniew Gmyrek;Federica Graffeo;Silvio Vaschetto;Andrea Cavagnino
The article addresses the challenge of determining the individual components of ferromagnetic losses within the generally accepted three-component loss model. It carefully examines variations in each loss contribution caused by the varying proportion of material whose characteristics have been altered by the cutting process. Special emphasis is given to the approach for calculating eddy current losses, which are highly dependent on the proportion of damaged material. Additionally, the article investigates the dependence of excess losses on frequency. In this context, the applicability of known analytical formulas for determining eddy current losses and excess losses is discussed. The merit of this article is the accuracy of mapping the measurement results using the proposed methodology.
本文解决了在普遍接受的三分量损耗模型中确定铁磁损耗的各个分量的挑战。它仔细检查了由于切削过程改变了材料特性的不同比例而引起的每一损失贡献的变化。特别强调了计算涡流损耗的方法,涡流损耗高度依赖于损坏材料的比例。此外,本文还研究了多余损耗与频率的关系。在这种情况下,讨论了确定涡流损耗和过剩损耗的已知解析公式的适用性。本文的优点是使用所提出的方法绘制测量结果的准确性。
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引用次数: 0
A Novel Fault-Tolerant Single-Phase Multilevel Inverter for Reliable UPS Applications 一种适用于可靠UPS的新型容错单相多电平逆变器
IF 3.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-02 DOI: 10.1109/OJIA.2025.3605167
Balram Kumar;Sankar Peddapati;Waleed Alhosaini
In this work, a multilevel inverter with the feature of single and multiswitch fault-tolerant capability is proposed for ensuring uninterrupted power supply in emergency load applications. By integrating a redundant unit into the multilevel inverter, the converter tolerates faults effectively in both symmetrical and asymmetrical voltage modes. To demonstrate the converter’s robust performance, experimental validation on a 500 W prototype is done under various faulty and dynamic conditions. Additionally, the article includes the reliability and efficiency analysis of the proposed converter. Furthermore, a new parameter is introduced in this work to evaluate the fault-tolerant capability of the converter topologies, offering deeper insights into its reliability. A comparative analysis is finally presented to emphasize the advantages of the proposed topology in terms of various performance matrices.
本文提出了一种具有单开关和多开关容错能力的多电平逆变器,以保证在紧急负载应用中不间断供电。通过将冗余单元集成到多电平逆变器中,该转换器可以在对称和非对称电压模式下有效容错。为了证明变换器的鲁棒性,在500w样机上进行了各种故障和动态条件下的实验验证。此外,本文还对所提出的变换器进行了可靠性和效率分析。此外,本文还引入了一个新的参数来评估转换器拓扑的容错能力,从而更深入地了解其可靠性。最后进行了比较分析,强调了所提出的拓扑结构在各种性能矩阵方面的优势。
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引用次数: 0
Toward Real-Time Monitoring of High-Voltage Insulators: Progressive Flashover Classification Using Quantized Deep Learning 高压绝缘子的实时监测:使用量化深度学习的渐进闪络分类
IF 3.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-13 DOI: 10.1109/OJIA.2025.3598640
Umer Amir Khan
High-voltage insulators play a critical role in ensuring the reliability of power transmission systems by preventing flashover under severe environmental conditions. Traditional monitoring techniques rely on visual inspection or static classification schemes, which often fail to capture the progressive nature of surface discharge activity leading to flashover. This article presents a novel machine learning framework that addresses this limitation by classifying leakage current signals into five distinct operational stages: negligible leakage current, leakage current starting, leading to flashover, preflashover, and flashover. This multistage classification approach enables more accurate early warning of impending flashover by identifying subtle changes in leakage current behavior that precede catastrophic insulation failure. Controlled contamination experiments were conducted using porcelain insulators under varying environmental stressors and leakage current data was systematically acquired, segmented, and labeled based on amplitude variations, harmonic distortion, and dry band arcing characteristics. The proposed model, based on inception modules with residual connections, effectively captures multiscale temporal patterns in leakage current signals. Furthermore, posttraining quantization was applied to compress the model for edge deployment, achieving a 91.4% reduction in model size and a 90% decrease in inference time with negligible accuracy loss. Comparative evaluation against conventional neural networks and state-of-the-art ML architectures demonstrated the superior classification accuracy, robustness, and computational efficiency of the proposed framework. This architecture not only facilitates early detection of flashover stages but also enables low-latency, low-power deployment on resource-constrained devices, such as embedded systems, in remote substations.
高压绝缘子在恶劣环境下防止闪络,对保证输电系统的可靠性起着至关重要的作用。传统的监测技术依赖于目视检查或静态分类方案,这往往不能捕捉到导致闪络的表面放电活动的渐进性质。本文提出了一种新的机器学习框架,通过将泄漏电流信号分类为五个不同的操作阶段来解决这一限制:可忽略泄漏电流、泄漏电流启动、导致闪络、预闪络和闪络。这种多级分类方法通过识别泄漏电流行为在灾难性绝缘失效之前的细微变化,能够更准确地对即将发生的闪络进行早期预警。在不同的环境压力下,使用瓷绝缘子进行了受控污染实验,并根据幅度变化、谐波失真和干带电弧特性系统地获取、分割和标记了泄漏电流数据。该模型基于带有残差连接的初始模块,能够有效地捕获泄漏电流信号中的多尺度时间模式。此外,应用训练后量化来压缩模型以进行边缘部署,在精度损失可以忽略不计的情况下,模型大小减少了91.4%,推理时间减少了90%。与传统神经网络和最先进的机器学习架构的比较评估表明,所提出的框架具有优越的分类准确性、鲁棒性和计算效率。这种架构不仅有助于早期检测闪络阶段,而且还可以在远程变电站的嵌入式系统等资源受限设备上实现低延迟、低功耗部署。
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引用次数: 0
Data-Driven Fault Diagnosis Approach for Synchronous Generators 同步发电机数据驱动故障诊断方法
IF 3.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-11 DOI: 10.1109/OJIA.2025.3591740
Zahra Masoumi;Bijan Moaveni
This article presents a data-driven approach for diagnosing interturn short-circuit (ITSC) faults in the field winding of synchronous generators (SGs). A notable advantage of this method is its independence from the load’s linearity or nonlinearity. The method’s foundation is derived from analyzing the impact of ITSC faults on the state-space model of an SG, utilizing the SG equations in the dq rotor reference frame. Based on the state-space model, subspace identification and input–output data, including voltages and currents, are used to estimate the eigenvalues of the state matrix. The detection, isolation, and estimation of faults are achieved through the estimated eigenvalues, without relying on the model. Simulation and experimental results validate the effectiveness of this data-driven fault diagnosis methodology.
本文提出了一种数据驱动的同步发电机励磁绕组匝间短路故障诊断方法。该方法的一个显著优点是不受载荷线性或非线性的影响。利用dq转子参照系中的SG方程,分析了ITSC故障对SG状态空间模型的影响,得出了该方法的基础。基于状态空间模型,利用子空间识别和输入输出数据(包括电压和电流)估计状态矩阵的特征值。通过估计的特征值来实现故障的检测、隔离和估计,而不依赖于模型。仿真和实验结果验证了该数据驱动故障诊断方法的有效性。
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引用次数: 0
High-Fidelity Voltage-Behind-Reactance Model of Electrically Excited Synchronous Machines Using Flux Maps 基于磁通图的电激励同步电机高保真电压-电抗模型
IF 3.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-11 DOI: 10.1109/OJIA.2025.3597812
Alessandro Ionta;Sandro Rubino;Federica Graffeo;Radu Bojoi
Electrically excited synchronous machines (EESMs) have historically been used as efficient and reliable synchronous generators. However, the actual need for cost-effective, sustainable motors without rare-earth magnets has notably increased the interest in EESMs, which are considered a valid replacement for permanent magnet synchronous machines (PMSMs) in electrified powertrains. As the electrical machines employed in automotive applications exhibit deep magnetic saturation, the EESM introduces significant challenges in properly modeling the magnetic behavior, especially considering the cross-coupling effects between stator and rotor. EESM-based electrical drive development requires accurate circuital models to predict EESM behavior. Therefore, this article proposes a novel voltage-behind-reactance (VBR) model based on flux maps provided by finite element analysis (FEA) or experimental identification procedures. The proposed VBR model has been validated in simulation and experimentally on a commercial 100 kW EESM currently used on the Renault Zoe EV R135, demonstrating its potential for accurately modeling EESMs designed for traction applications.
电激励同步电机(eesm)历来被用作高效可靠的同步发电机。然而,对经济高效、可持续的无稀土磁铁电机的实际需求显著增加了对eesm的兴趣,eesm被认为是电气化动力系统中永磁同步电机(pmsm)的有效替代品。由于汽车应用中使用的电机表现出深度磁饱和,EESM在正确建模磁行为方面引入了重大挑战,特别是考虑到定子和转子之间的交叉耦合效应。基于EESM的电气驱动开发需要精确的电路模型来预测EESM的行为。因此,本文提出了一种基于有限元分析(FEA)或实验识别程序提供的磁通图的新型电抗电压(VBR)模型。该VBR模型已在雷诺Zoe EV R135上使用的100 kW商用EESM上进行了仿真和实验验证,证明了其在为牵引应用设计的EESM精确建模方面的潜力。
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引用次数: 0
Commissioning of a Modular Active-Magnetic-Bearing-Suspended Rotor System 模块化主动磁悬浮转子系统的调试
IF 3.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-08 DOI: 10.1109/OJIA.2025.3596973
Atte Putkonen;Juuso Narsakka;Gyan Ranjan;Tuomo Lindh;Jussi Sopanen;Niko Nevaranta
Traditional high-speed rotor configurations employing magnetic bearing technology, which typically integrates two radial bearings and one axial bearing to suspend the rotor, are sensitive to changes in impeller mass properties. This article focuses on modular magnetically levitated rotor technology, which enables drivelines with two or more impellers and three or more radial active magnetic bearings (AMBs). This configuration ensures the reliability and robustness of the rotordynamic behavior by providing a structure that enables adaptable integration of components, such as compressors and turbines, onto the same long high-speed shaft. The structure considered here includes a 2-MW, 12 000 r/min induction machine with three radial magnetic bearings and a rotor system where the impeller is installed on a separate shaft and connected to the motor drive with a flexible coupling. The main focus of this article is on the proof-of-concept testing and commissioning of such a technology, with particular attention given to modeling and control aspects. An $H_{infty }$ loop-shaping approach is adopted for model-based control design, using a model that incorporates two flexible modes and adaptive notch structures to eliminate speed-synchronous components from the feedback signal. The AMB–rotor system modeling is validated through system identification routines. The experimental results demonstrate that the proposed modular technology provides improvements in rotordynamics despite the increased complexity of the system and control.
采用磁轴承技术的传统高速转子配置对叶轮质量特性的变化非常敏感,通常采用两个径向轴承和一个轴向轴承来悬浮转子。本文重点介绍模块化磁悬浮转子技术,该技术使传动系统具有两个或多个叶轮和三个或更多径向主动磁轴承(AMBs)。这种配置确保了转子动力学行为的可靠性和稳健性,提供了一种结构,可以将压缩机和涡轮机等组件适应性集成到同一根长高速轴上。这里考虑的结构包括一个2兆瓦、12 000转/分钟的感应电机,带有三个径向磁轴承和一个转子系统,其中叶轮安装在单独的轴上,并通过柔性联轴器连接到电机驱动器。本文的主要焦点是这种技术的概念验证测试和调试,特别关注建模和控制方面。基于模型的控制设计采用$H_{infty }$环整形方法,使用包含两种柔性模式和自适应陷波结构的模型来消除反馈信号中的速度同步分量。通过系统辨识例程验证了amb -转子系统的建模。实验结果表明,尽管系统和控制的复杂性增加,但所提出的模块化技术可以改善转子动力学。
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引用次数: 0
Predictive DC Fault Ride-Through for Offshore MMC-Based MT-HVDC Grid 基于mmc的海上MT-HVDC电网预测直流故障穿越
IF 3.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-07-17 DOI: 10.1109/OJIA.2025.3590306
Ajay Shetgaonkar;Vaibhav Nougain;Marjan Popov;Peter Palensky;Aleksandra Lekić
Unscheduled event handling capability and swift recovery from transient events are indispensable study areas to ensure reliability in offshore multiterminal high-voltage dc (MT-HVdc) grids. This article focuses on enhancing the reliability of half-bridge modular multilevel converters (HB-MMCs) in MT-HVdc grids by introducing a predictive dc fault ride-through (DC-FRT) recovery controller and fault separation devices. A novel dc protection-informed zonal DC-FRT scheme for HB-MMCs is proposed, incorporating a model predictive planner for optimized control inputs based on local and interstation measurements and converter constraints. A real-time digital simulator environment simulates the approach, which improves lower level control during fault interruption and suppression by utilizing fault detection and location information. In addition, the study examines two control schemes to assess the impact of communication delays in MT-HVdc grids, a critical factor for system stability and reliability during faults. These schemes include a centralized scheme with delays in input and output signals and a decentralized approach focusing on external signal delays. Both are compared against a baseline centralized control with no delays. These approaches explore alternatives for the placement of the proposed controller, considering potential delays in interstation high-speed communication. The findings underscore the significance of the proposed DC-FRT control in reinforcing MT-HVdc systems against faults, which contributes to efficient recovery and grid stability.
海上多终端高压直流(MT-HVdc)电网的可靠性研究离不开非计划事件处理能力和瞬态事件的快速恢复。本文主要通过引入预测直流故障穿越(dc - frt)恢复控制器和故障分离装置来提高MT-HVdc电网中半桥模块化多电平变换器(HB-MMCs)的可靠性。提出了一种新的基于直流保护的hb - mmc分区dc - frt方案,该方案结合了基于局域和站间测量以及变换器约束的模型预测规划器来优化控制输入。一个实时数字模拟器环境模拟了该方法,该方法利用故障检测和定位信息提高了故障中断和抑制期间的低级控制。此外,研究考察了两种控制方案,以评估MT-HVdc电网中通信延迟的影响,通信延迟是故障期间系统稳定性和可靠性的关键因素。这些方案包括输入和输出信号延迟的集中式方案和专注于外部信号延迟的分散方法。两者都与没有延迟的基线集中控制进行比较。考虑到站间高速通信的潜在延迟,这些方法探索了拟议控制器放置的替代方案。研究结果强调了所提出的DC-FRT控制在加强MT-HVdc系统抗故障方面的重要性,这有助于有效恢复和电网稳定。
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引用次数: 0
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