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Calculation Method and Characteristic Analysis for Fault Current of Permanent Magnet Direct-Drive Wind Power System considering Positive and Negative Sequence Decomposition 考虑正序和负序分解的永磁直驱风力发电系统故障电流计算方法和特性分析
IF 2.3 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-20 DOI: 10.1155/2024/2794393
Botong Li, Qing Zhong, Weijie Wen, Bin Li, Xiaolong Chen

In view of the fact that the influence of positive and negative sequence decomposition, which is widely used in positive and negative sequence decoupling control in control system, on the fault current calculation process is not deeply considered in the existing transient analysis methods of permanent magnet direct-drive wind farm short circuit current, this paper proposes a transient short circuit current calculation model that takes into account positive and negative sequence decomposition. The influence of the transient characteristics of positive and negative sequence decomposition on the control system is studied, and the mechanism of its action on the transient change of short circuit current is revealed. The positive and negative sequence decoupling processes of the circuit equation are modified, and the characteristics of the coupling equation are analyzed. The difference in the converter output voltage between the circuit equation and the control equation and the depth of its influence on the calculation process is revealed. On the basis of quantifying the difference at the converter output voltage, the circuit equation and the control equation are combined to form a short-circuit current calculation model with positive and negative sequence decomposition, which accurately characterizes the transient characteristics of fault current under different voltage drops and effectively improves the accuracy of the calculation results.

鉴于现有的永磁直驱风电场短路电流瞬态分析方法没有深入考虑在控制系统正负序解耦控制中广泛应用的正负序分解对故障电流计算过程的影响,本文提出了一种考虑正负序分解的瞬态短路电流计算模型。研究了正负序列分解的瞬态特性对控制系统的影响,揭示了其对短路电流瞬态变化的作用机理。修改了电路方程的正负序列解耦过程,分析了耦合方程的特性。揭示了电路方程与控制方程在变流器输出电压上的差异及其对计算过程的影响程度。在量化变流器输出电压差异的基础上,将电路方程与控制方程相结合,形成了正负序列分解的短路电流计算模型,准确表征了不同压降下故障电流的暂态特性,有效提高了计算结果的准确性。
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引用次数: 0
Enhancing Fault Detection and Classification in MMC-HVDC Systems: Integrating Harris Hawks Optimization Algorithm with Machine Learning Methods 加强 MMC-HVDC 系统的故障检测和分类:将 Harris Hawks 优化算法与机器学习方法相结合
IF 2.3 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-13 DOI: 10.1155/2024/6677830
Omar Hazim Hameed Hameed, Uğurhan Kutbay, Javad Rahebi, Fırat Hardalaç, Ibrahim Mahariq

Accurate fault detection in high-voltage direct current (HVDC) transmission lines plays a pivotal role in enhancing operational efficiency, reducing costs, and ensuring grid reliability. This research aims to develop a cost-effective and high-performance fault detection solution for HVDC systems. The primary objective is to accurately identify and localize faults within the power system. In pursuit of this goal, the paper presents a comparative analysis of current and voltage characteristics between the rectifier and inverter sides of the HVDC transmission system and their associated alternating current (AC) counterparts under various fault conditions. Voltage and current features are extracted and optimized using a metaheuristic approach, specifically Harris Hawk’s optimization method. Leveraging machine learning (ML) and artificial neural networks (ANN), this technique demonstrates its effectiveness in generating a fault locator with exceptional accuracy. With a substantial volume of data employed for learning and training, the Harris Hawks optimization method exhibits faster convergence compared to other metaheuristic methods examined in this study. The research findings are applied to simulate diverse fault types and unknown fault locations at multiple system points. Evaluating the fault detection system’s effectiveness, quantified through metrics such as specificity, accuracy, F1 score, and sensitivity, yields remarkable results, with percentages of 99.01%, 98.69%, 98.64%, and 98.67%, respectively. This research underscores the critical role of accurate fault detection in HVDC systems, offering valuable insights into optimizing grid performance and reliability.

高压直流(HVDC)输电线路的精确故障检测在提高运行效率、降低成本和确保电网可靠性方面发挥着至关重要的作用。本研究旨在为高压直流系统开发一种经济高效的高性能故障检测解决方案。主要目标是准确识别和定位电力系统中的故障。为了实现这一目标,本文对高压直流输电系统整流器和逆变器侧的电流和电压特性,以及它们在各种故障条件下的相关交流电(AC)特性进行了比较分析。采用元启发式方法,特别是 Harris Hawk 优化方法,提取并优化了电压和电流特征。利用机器学习 (ML) 和人工神经网络 (ANN),该技术展示了其在生成精确度极高的故障定位器方面的有效性。由于采用了大量数据进行学习和训练,Harris Hawks 优化方法与本研究中考察的其他元启发式方法相比,收敛速度更快。研究成果被应用于模拟多种故障类型和多个系统点的未知故障位置。通过特异性、准确性、F1 分数和灵敏度等指标对故障检测系统的有效性进行量化评估,结果令人瞩目,百分比分别为 99.01%、98.69%、98.64% 和 98.67%。这项研究强调了精确故障检测在高压直流系统中的关键作用,为优化电网性能和可靠性提供了宝贵的见解。
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引用次数: 0
A Robust Regenerative-Braking Control of Induction Motors for EVs Applications 电动汽车应用中感应电机的鲁棒再生制动控制
IF 2.3 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-12 DOI: 10.1155/2024/5526545
Omar E. M. Youssef, Mohamed G. Hussien, Abd El-Wahab Hassan

EVs suffer from short driving range because of limited capacity of the battery. An advantage of EVs over internal-combustion vehicles is the ability of regenerative braking (RB). By this advantage, EVs can develop energy by RB which can be stored in the battery for later use to increase the driving range of EVs. There are different motors that can be used in EVs, and the control during RB mode is dedicated for certain motor types. However, the previous studies for EV-based IM drives consider the motor-speed control without considering its RB. This paper proposes a robust control of induction motor (IM) during RB mode of EVs. The proposed control system is simple and depends only on mathematical calculations. The obtained results confirm the effectiveness and accuracy of the suggested control strategy with a good dynamic behavior under different operating conditions. Also, the results assure the robustness of control capabilities under parameters uncertainties during the RB mode of EV-based IM drives.

由于电池容量有限,电动汽车的行驶里程较短。与内燃汽车相比,电动汽车的一个优势是再生制动(RB)能力。利用这一优势,电动汽车可以通过再生制动产生能量,这些能量可以储存在电池中,供以后使用,从而增加电动汽车的行驶里程。电动汽车可以使用不同的电机,而再生制动模式下的控制是专门针对某些电机类型的。然而,之前针对电动汽车 IM 驱动器的研究只考虑了电机速度控制,而没有考虑其 RB。本文提出了电动汽车 RB 模式下感应电机 (IM) 的鲁棒控制。所提出的控制系统非常简单,仅依赖于数学计算。所获得的结果证实了所建议的控制策略的有效性和准确性,并在不同的运行条件下具有良好的动态特性。此外,结果还保证了基于电动汽车的 IM 驱动器在 RB 模式下,在参数不确定的情况下控制能力的稳健性。
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引用次数: 0
Providing a Control System for Charging Electric Vehicles Using ANFIS 利用 ANFIS 提供电动汽车充电控制系统
IF 2.3 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-06 DOI: 10.1155/2024/9921062
Zahra Mahdavi, Tina Samavat, Anita Sadat Jahani Javanmardi, Mohammad Ali Dashtaki, Mohammad Zand, Morteza Azimi Nasab, Mostafa Azimi Nasab, Sanjeevikumar Padmanaban, Baseem Khan

Frequency control, especially when incorporating distributed generation units such as wind and solar power plants, is crucial for maintaining grid stability. To address this issue, a study proposes a method for controlling the connection status of electric vehicles (EVs) to prevent frequency fluctuations. The method utilizes an adaptive neural-fuzzy inference system (ANFIS) and a whale optimization algorithm to regulate the charging or discharging of EV batteries based on frequency fluctuations. The objective is to minimize and adjust the frequency fluctuations to zero. The proposed method is evaluated using a real microgrid composed of a wind power plant, a solar power plant, a diesel generator, a large household load, an industrial load, and 711 electric vehicles. The ANFIS system serves as the primary controller, taking inputs such as electric vehicle and battery status and generating outputs that determine the charging or discharging of the electric vehicles. Several investigations are conducted to assess the effectiveness of this model, and the results obtained are compared with the normal state where electric vehicles only consume power. By implementing this method, it is expected that the connection status of electric vehicles can be optimized to help stabilize the grid and minimize frequency fluctuations caused by the integration of distributed renewable energy sources. This study highlights the importance of automatic frequency control in smart grids and offers a potential solution using ANFIS and the whale optimization algorithm.

频率控制对维持电网稳定至关重要,尤其是在采用风能和太阳能发电厂等分布式发电装置时。针对这一问题,一项研究提出了一种控制电动汽车(EV)连接状态以防止频率波动的方法。该方法利用自适应神经模糊推理系统(ANFIS)和鲸鱼优化算法,根据频率波动调节电动汽车电池的充电或放电。目标是将频率波动最小化并调整为零。我们利用一个由风力发电厂、太阳能发电厂、柴油发电机、大型家庭负载、工业负载和 711 辆电动汽车组成的真实微电网对所提出的方法进行了评估。ANFIS 系统作为主控制器,接收电动汽车和电池状态等输入,并产生决定电动汽车充电或放电的输出。为评估该模型的有效性进行了多项研究,并将所得结果与电动汽车只消耗电力的正常状态进行了比较。通过采用这种方法,预计可以优化电动汽车的连接状态,从而帮助稳定电网,并最大限度地减少因整合分布式可再生能源而引起的频率波动。本研究强调了智能电网中自动频率控制的重要性,并提供了一种使用 ANFIS 和鲸鱼优化算法的潜在解决方案。
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引用次数: 0
Analysis of Different PWM Techniques for Enhanced Ultrahigh Gain Z-Network Topology 针对增强型超高增益 Z 网络拓扑结构的不同 PWM 技术分析
IF 2.3 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-06 DOI: 10.1155/2024/6645798
Vadthya Jagan, Bhavadish Chary Maheshwaram, Mallesh Usirikapally, Praveen Kumar Balachandran, B. Nagi Reddy, Sankeerthana Mettu, C. Dhanamjayulu, G. Arunkumar, K. C. Saranya, Baseem Khan

In these modern times, the Z-source inverters (ZSIs) have become a revolutionary invention ever since the year 2002. The pulse-width modulation (PWM) technique used for most of the ZSIs is simple boost control PWM (SBC-PWM), and the SBC-PWM implies for a greater voltage stress on the inverter bridge and provides less boost factor. Likewise, many topologies for the basic Z-source topologies are evolved, and different PWM techniques are applied to them such as maximum boost control (MBC), maximum boost control with third harmonic injection (MBC-THI), maximum constant boost control (MCBC), and constant boost control with third harmonic injection (CBC-THI). All these mentioned PWM techniques are compared, and the converter opted in this paper is an enhanced ultrahigh gain active-switched quasi-Z-source inverter (EUHG-qZSI). The comparisons discussed in this brief are bridge stress, voltage gain, and voltage boost variation under each control strategy implementation. The theoretical and simulation evaluation for the abovementioned findings is presented in this paper, and the best PWM among them is maximum boost control (MBC).

自 2002 年以来,Z-source 逆变器(ZSI)已成为当今时代的一项革命性发明。大多数 ZSI 使用的脉宽调制(PWM)技术是简单升压控制 PWM(SBC-PWM),SBC-PWM 意味着逆变器桥上的电压压力更大,升压因子更低。同样,基本的 Z 源拓扑结构也演化出许多拓扑,并应用了不同的 PWM 技术,如最大升压控制 (MBC)、带三次谐波注入的最大升压控制 (MBC-THI)、最大恒定升压控制 (MCBC) 和带三次谐波注入的恒定升压控制 (CBC-THI)。本文对上述所有 PWM 技术进行了比较,并选择了一种增强型超高增益有源开关准 Z 源逆变器(EUHG-qZSI)。本文讨论的比较内容包括每种控制策略实施下的电桥应力、电压增益和电压升压变化。本文对上述结论进行了理论和仿真评估,其中最佳 PWM 是最大升压控制 (MBC)。
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引用次数: 0
A Control Architecture for Regulating Voltage and Power Flows in a Networked Microgrid System 用于调节联网微电网系统电压和功率流的控制架构
IF 2.3 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-01 DOI: 10.1155/2024/6690355
Thomas John, Umar Khan

This paper presents a unique control system to regulate power exchanges and load bus voltage in a networked microgrid (NMG) system comprising AC and DC microgrids. During the islanding of a microgrid in this NMG system, load voltage and power balance can get disturbed. A control system and associated converter and inverter control methods are presented to rectify these issues. An efficient model predictive control (MPC) method, which gives a tracking error of 50% lower than a conventional proportional-integral (PI) controller, is used to control multiple inverters in the NMG system. Simulation studies are conducted to test the NMG in islanding and load change scenarios. With the help of these studies, it is verified that the MPC-controlled inverters can provide better tracking accuracy in achieving desired power flows in the NMG system.

本文介绍了一种独特的控制系统,用于调节由交流和直流微电网组成的联网微电网(NMG)系统中的电力交换和负载母线电压。在这种 NMG 系统中的微电网孤岛期间,负载电压和功率平衡会受到干扰。为了解决这些问题,本文介绍了一种控制系统以及相关的变流器和逆变器控制方法。一种高效的模型预测控制(MPC)方法用于控制 NMG 系统中的多个逆变器,其跟踪误差比传统的比例积分(PI)控制器低 50%。仿真研究对孤岛和负荷变化情况下的 NMG 进行了测试。在这些研究的帮助下,验证了 MPC 控制的逆变器可以提供更好的跟踪精度,从而在 NMG 系统中实现所需的功率流。
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引用次数: 0
Agglomerative Hierarchical Clustering Methodology to Restore Power System considering Reactive Power Balance and Stability Factor Analysis 考虑无功功率平衡和稳定因素分析的聚合分层聚类法恢复电力系统
IF 2.3 4区 工程技术 Q1 Mathematics Pub Date : 2024-01-31 DOI: 10.1155/2024/8856625
Srijan Khadka, Abhishek Wagle, Bibek Dhakal, Rupesh Gautam, Tajana Nepal, Ashish Shrestha, Francisco Gonzalez-Longatt

Despite there are significant advancements in modern power systems, blackouts remain a potential risk, necessitating efficient restoration strategies. This paper introduces an innovative concept for power system restoration, focusing on balancing active and reactive power while ensuring voltage stability. For instance, this paper employs an agglomerative clustering technique, which partitions the power system into segments with balanced reactive power, facilitating swift restoration postblackout. Central to this methodology is the use of the line stability factor, which assesses the voltage stability of individual lines, identifying the system’s stronger and weaker sections based on voltage stability levels. This paper demonstrates the effectiveness of the proposed methodology through case study analysis, comparing voltage stability levels across agglomerative clusters and their geographical locations. The power system is divided into two stable partitions, considering the number of black-start generators, available reactive power, and voltage stability levels. This partitioning reveals that the clusters formed by the agglomerative method are inherently stable, suggesting enhanced system stability, dependability, and availability during the restoration phase following a blackout. In addition, this paper discusses the potential causes of blackouts, offering insights into their prevention, and finishes with a novel clustering methodology for power systems, considering reactive power and voltage stability. This method facilitates the parallel restoration of the system’s independent partitions, significantly reducing restoration time; it addresses critical challenges and outcomes, underscoring the methodology’s potential to revolutionize blackout recovery processes in modern power systems.

尽管现代电力系统取得了巨大进步,但停电仍是一个潜在风险,因此需要高效的恢复策略。本文介绍了一种创新的电力系统恢复概念,重点是平衡有功功率和无功功率,同时确保电压稳定。例如,本文采用了聚集聚类技术,将电力系统划分为具有平衡无功功率的区段,从而促进停电后的快速恢复。该方法的核心是使用线路稳定系数,它可以评估单条线路的电压稳定性,根据电压稳定性水平确定系统的强弱区段。本文通过案例研究分析,比较了不同集群及其地理位置的电压稳定性水平,从而证明了所提方法的有效性。考虑到黑启动发电机的数量、可用无功功率和电压稳定水平,电力系统被分为两个稳定分区。这种划分方法表明,聚类方法形成的聚类具有内在稳定性,这表明在停电后的恢复阶段,系统的稳定性、可靠性和可用性得到了提高。此外,本文还讨论了停电的潜在原因,提出了预防停电的见解,最后提出了一种考虑到无功功率和电压稳定性的新型电力系统聚类方法。这种方法有利于并行恢复系统的独立分区,大大缩短了恢复时间;它解决了关键的挑战和成果,强调了该方法彻底改变现代电力系统停电恢复过程的潜力。
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引用次数: 0
Optimized Control for MMCs with Reduced Power Loss and Extended Lifetime 优化 MMC 控制,降低功率损耗,延长使用寿命
IF 2.3 4区 工程技术 Q1 Mathematics Pub Date : 2024-01-25 DOI: 10.1155/2024/5583497
Jifeng Zhao, Jia Pei, Yun Sun, Rujin Wang, Jun Hang, Shichuan Ding

Modular multilevel converters (MMCs) are widely applied to medium and high voltage occasions. The total power consumption of the submodule (SM) and the maximum power consumption of power devices in the SM are related to the operating costs and lifetime of the MMC. Existing literature only considers total power loss optimization or maximal power consumption optimization in MMC’s SM. In this article, a reduced loss and extended lifetime power loss optimum control (RLEL-PLOC) is introduced to inject the first-best second harmonic circulation into the MMC’s arm current. Compared with the conventional power loss optimization control, the proposed control could decrease the maximal power consumption of the semiconductor devices without increasing the total loss of the SM. According to study results of the MMC, compared with the circulating current suppression control (CCSC) method, the total power consumption of the SM could be reduced by 4.2% and the maximal power dissipation in the SM could be reduced by 5.4% with RLEL-PLOC. PSCAD simulation and MMC prototype experiment are also carried out, and the research results verified the availability of the put forward RLEL-PLOC for MMCs.

模块化多电平转换器(MMC)广泛应用于中高压场合。子模块(SM)的总功耗和子模块中功率器件的最大功耗关系到 MMC 的运行成本和使用寿命。现有文献仅考虑了 MMC 子模块的总功率损耗优化或最大功耗优化。本文介绍了一种降低损耗和延长寿命的功率损耗优化控制(RLEL-PLOC),它能将最佳二次谐波循环注入 MMC 的臂电流。与传统的功率损耗优化控制相比,所提出的控制可在不增加 SM 总损耗的情况下降低半导体器件的最大功耗。根据 MMC 的研究结果,与环流抑制控制(CCSC)方法相比,RLEL-PLOC 可使 SM 的总功耗降低 4.2%,SM 的最大功率耗散降低 5.4%。此外,还进行了 PSCAD 仿真和 MMC 原型实验,研究结果验证了所提出的 RLEL-PLOC 可用于 MMC。
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引用次数: 0
Retracted: Analysis of the Development Trend and Scheme of Agricultural Electrification Intelligence Based on Big Data Mining and OLAP Tool Analysis Algorithm 撤回:基于大数据挖掘与OLAP工具分析算法的农业电气化智能化发展趋势与方案分析
IF 2.3 4区 工程技术 Q1 Mathematics Pub Date : 2024-01-24 DOI: 10.1155/2024/9896752
International Transactions on Electrical Energy Systems

The presence of these indicators undermines our confidence in the integrity of the article’s content and we cannot, therefore, vouch for its reliability. Please note that this notice is intended solely to alert readers that the content of this article is unreliable. We have not investigated whether authors were aware of or involved in the systematic manipulation of the publication process.

Wiley and Hindawi regrets that the usual quality checks did not identify these issues before publication and have since put additional measures in place to safeguard research integrity.

We wish to credit our own Research Integrity and Research Publishing teams and anonymous and named external researchers and research integrity experts for contributing to this investigation.

The corresponding author, as the representative of all authors, has been given the opportunity to register their agreement or disagreement to this retraction. We have kept a record of any response received.

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引用次数: 0
Design of PMSM Dual-Loop Control Systems Integrating LADRC and PI Controllers via an Improved PSO Algorithm 通过改进的 PSO 算法设计集成 LADRC 和 PI 控制器的 PMSM 双环控制系统
IF 2.3 4区 工程技术 Q1 Mathematics Pub Date : 2024-01-05 DOI: 10.1155/2024/9378284
Baoye Song, Ruoyu Wang, Lin Xu

This paper is concerned with the design of a dual-loop control system for permanent magnet synchronous motor (PMSM). An improved linear extended state observer (LESO) with excellent estimation capability is employed to develop an improved linear active disturbance rejection control (LADRC) suitable for PMSM speed regulation, achieving outstanding disturbance suppression in PMSM speed control. The use of an internal model control scheme to initialize the parameters of the proportional-integral- (PI-) based current controller simplifies the search space of the control system parameter optimization. An improved particle swarm optimization (PSO) algorithm is applied to optimize the controller parameters, thereby enhancing the overall system performance. Finally, through a series of simulations and experiments, we validate that our proposed controller exhibits superior performance compared to some other control methods.

本文涉及永磁同步电机(PMSM)双环控制系统的设计。采用具有出色估计能力的改进型线性扩展状态观测器 (LESO),开发了适用于 PMSM 速度调节的改进型线性主动干扰抑制控制 (LADRC),在 PMSM 速度控制中实现了出色的干扰抑制。使用内部模型控制方案来初始化基于比例积分(PI)的电流控制器参数,简化了控制系统参数优化的搜索空间。改进后的粒子群优化(PSO)算法用于优化控制器参数,从而提高了整个系统的性能。最后,通过一系列仿真和实验,我们验证了与其他一些控制方法相比,我们提出的控制器表现出更优越的性能。
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引用次数: 0
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International Transactions on Electrical Energy Systems
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