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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
Providing a New Multiobjective Two-Layer Approach for Developing Service Restoration of a Smart Distribution System by Islanding of Faulty Area 通过故障区域孤岛化为智能配电系统服务恢复提供一种新的多目标双层方法
IF 2.3 4区 工程技术 Q1 Mathematics Pub Date : 2024-01-02 DOI: 10.1155/2024/9687002
Hasan Keshavarz Ziarani, Seyed Hossein Hosseinian, Ahmad Fakharian

One of the essential capabilities of a smart distribution network is to improve network restoration performance using the postfault islanding method. Islanding of the faulty area can be done offline and online. Online islanding will decrease load shedding and operation cost. In this study, a novel two-step mathematical method for system restoration after the fault is presented. A new mathematical model for the optimal arrangement of the system for the faulty area in the first layer is proposed. In this layer, the main objective is to decrease the distribution system’s load shedding and operational costs. In this regard, after the fault event, the boundary of the islanded MGs is determined. Then, in the second layer, the problem of unit commitment in the smart distribution network is addressed. In addition to the load shedding, optimal planning of energy storage systems (ESSs) and nondispatchable distributed generation (DG) resource rescheduling are also determined in this layer. The important advantages of the proposed approach are low execution time and operational costs. A demand response (DR) program has also been used for optimal system restoration. Solving the problem using the multiobjective method with the epsilon-constraint method is another goal of the paper, which simultaneously minimizes the cost and the emissions of the smart distribution network. The proposed model has been tested on an IEEE 33-bus system. Better performance of the proposed model compared to the techniques in the literature has been proven.

智能配电网络的基本功能之一是利用故障后孤岛方法提高网络恢复性能。故障区域的孤岛化可以离线和在线两种方式进行。在线孤岛可减少甩负荷,降低运行成本。本研究提出了一种新颖的故障后系统恢复两步数学方法。在第一层,为故障区域的系统优化安排提出了一个新的数学模型。在这一层中,主要目标是减少配电系统的甩负荷和运行成本。为此,在故障事件发生后,要确定孤岛式 MG 的边界。然后,在第二层,解决智能配电网络中的单位承诺问题。除了甩负荷,这一层还确定了储能系统 (ESS) 的优化规划和不可调度分布式发电 (DG) 资源的重新安排。所提方法的重要优势在于执行时间短、运行成本低。需求响应 (DR) 程序也被用于优化系统恢复。本文的另一个目标是利用多目标方法和ε约束方法来解决问题,同时使智能配电网络的成本和排放最小化。本文提出的模型已在 IEEE 33 总线系统上进行了测试。事实证明,与文献中的技术相比,所提出的模型具有更好的性能。
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引用次数: 0
A Bi-Level Optimization Model for Flexible Capacity Allocation with Coordinated Planning and Operation 协调规划和运营的灵活容量分配双层优化模型
IF 2.3 4区 工程技术 Q1 Mathematics Pub Date : 2023-12-31 DOI: 10.1155/2023/8352768
Xinyu Yin, Xiaoyan Bian, Qinran Zhu, Jinbin Zhao, Shunfu Lin, Kwok L. Lo
Traditional methods for flexible capacity allocation do not take into account the actual operation status of resources, and this can lead to redundancy of allocation results in a high renewable penetration power system. Using collaborative optimization during the flexibility resource planning stage can significantly improve the overall economics and flexibility. Therefore, a bilevel operation-planning joint optimization model for flexible capacity allocation is proposed in this paper. The aim is to optimize the annual total cost and flexibility of the system. The upper planning level introduces the economic costs, flexibility resource capacity, and flexibility index which are used as the evaluation index of system flexibility, while in the lower operation level, a morphological clustering algorithm based on the multiscale and entropy weight method is proposed for obtaining typical scenarios of flexibility demand. On this basis, the lower level simulates production to estimate daily operating costs. In addition, the model is solved iteratively using the nondominated sorting genetic algorithm-II (NSGA-II) and the linear programming method to obtain the Pareto solutions. Case studies are carried out based on a practical town area, and the results verify the validity and rationality of the proposed bilevel capacity allocation model.
传统的灵活容量分配方法不考虑资源的实际运行状况,这可能会导致高可再生渗透率电力系统中分配结果的冗余。在柔性资源规划阶段使用协同优化可以显著提高整体经济性和柔性。因此,本文提出了一种用于灵活容量分配的双层运行规划联合优化模型。其目的是优化系统的年度总成本和灵活性。上层规划引入了经济成本、柔性资源容量和柔性指数作为系统柔性的评价指标,而在下层运行层面,则提出了一种基于多尺度和熵权法的形态聚类算法,用于获取柔性需求的典型场景。在此基础上,下层模拟生产以估算每日运营成本。此外,还使用非支配排序遗传算法-II(NSGA-II)和线性规划方法对模型进行迭代求解,以获得帕累托解决方案。基于一个实际城镇地区进行了案例研究,结果验证了所提出的两级产能分配模型的有效性和合理性。
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引用次数: 0
Optimal Operation of Hydrogen Energy Coupling Integrated Energy System considering Green Certificate, Ladder-Type Carbon Joint Trading, and Dual-Incentive Demand Response 考虑绿色证书、阶梯式碳联合交易和双激励需求响应的氢能耦合综合能源系统的优化运行
IF 2.3 4区 工程技术 Q1 Mathematics Pub Date : 2023-12-29 DOI: 10.1155/2023/5544267
Jingying Yang, Xiu Ji, Meng Li, Dexin Li, Meiyue Li, Huanhuan Han, Jiqing Yu
Under the “carbon peak and carbon neutrality” goal, the construction of an efficient, low-carbon, and economical energy supply system is of great significance for advancing a dual carbon strategy. In allusion to the integrated energy systems (IES) with hydrogen energy coupling, a hydrogen energy coupling IES low-carbon optimization operation strategy that took account of green certificate and ladder-type carbon joint trading and dual-incentive demand response was proposed in this paper. First, a hydrogen energy multiuse system composed of an electrolyzer, a hydrogen fuel cell, a methane reactor, and hydrogen energy storage was constructed to make full use of the low-carbon cleaning characteristics of hydrogen energy. Besides, a combined model of hydrogen mixed with natural gas was established to improve the utilization efficiency of hydrogen energy. Second, a dual-incentive demand response model including price incentives and subsidy incentives was constructed to fully use the ability to adjust demand-side resources. Next, in view of the carbon emission reduction mechanism of the green certificate, a green certificate and ladder-type carbon joint trading mechanism was constructed. In addition, a green certificate trading mechanism and a reward and punishment tiered carbon trading mechanism had been introduced separately in the IES optimization operation model to reduce carbon emissions of the system. The calculation simulation sets up different scenarios for comparative analysis. As shown by the results, the proposed model could effectively improve renewable energy consumption capacity and energy utilization efficiency. The effectiveness of hydrogen energy utilization, demand respond, and green certification carbon trading mechanism in improving system economy and low-carbon efficiency is verified.
在 "碳调峰、碳中和 "的目标下,构建高效、低碳、经济的能源供应体系对推进双碳战略具有重要意义。本文针对氢能耦合的综合能源系统(IES),提出了一种兼顾绿色证书和阶梯式碳联合交易、双激励需求响应的氢能耦合综合能源系统低碳优化运行策略。首先,构建了一个由电解槽、氢燃料电池、甲烷反应器和氢储能组成的氢能多用途系统,以充分利用氢能的低碳清洁特性。此外,还建立了氢气与天然气混合的组合模式,提高了氢能的利用效率。其次,构建了包括价格激励和补贴激励的双激励需求响应模型,充分利用需求侧资源的调节能力。其次,针对绿色证书的碳减排机制,构建了绿色证书和阶梯式碳联合交易机制。此外,在 IES 优化运行模型中还分别引入了绿色证书交易机制和奖惩分级碳交易机制,以减少系统的碳排放。计算模拟设置了不同的情景进行对比分析。结果表明,所提出的模型能有效提高可再生能源的消纳能力和能源利用效率。氢能利用、需求响应和绿色认证碳交易机制在提高系统经济性和低碳效率方面的有效性得到了验证。
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引用次数: 0
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International Transactions on Electrical Energy Systems
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