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2020 IEEE Power & Energy Society General Meeting (PESGM)最新文献

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The Effect of Power Electronic Loads on Western Interconnection Stability 电力电子负荷对西部互联稳定性的影响
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281863
Matthew Bossart, R. Kenyon, D. Maksimović, B. Hodge
The prevalence of power electronics in the bulk power system is increasing rapidly in both the generation and consumption of electricity. This work focuses on the effect of changing load composition - specifically the transition from single phase air conditioner motors to power electronics backed air conditioners - on power system stability. Various transmission and generation contingency events for the Western Interconnection were simulated using Positive Sequence Load Flow software and planning models from the Western Electricity Coordinating Council. In general, an increased proportion of power electronic load leads to more instability. For some specific faults resulting in fault-induced delayed voltage recovery, transitioning to higher proportions of power electronic loads helps expedite system recovery. These results demonstrate that load composition should be examined in conjunction with generation composition when evaluating system stability.
电力电子技术在大容量电力系统中的普及在电力的产生和消费方面都在迅速增加。这项工作的重点是改变负荷组成的影响-特别是从单相空调电机到电力电子支持空调的过渡-对电力系统稳定性的影响。利用西部电力协调委员会的正序潮流软件和规划模型,模拟了西部电网的各种输电和发电突发事件。一般来说,电力电子负载比例的增加会导致更大的不稳定性。对于某些导致故障引起的延迟电压恢复的特定故障,过渡到更高比例的电力电子负载有助于加快系统恢复。这些结果表明,在评估系统稳定性时,应将负荷组成与发电组成结合起来进行检查。
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引用次数: 2
A Resilience-Enhancing System Restoration Method Considering Voltage Balance 一种考虑电压平衡的增强弹性系统恢复方法
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281725
Kaiyuan Pang, Yizheng Wang, F. Wen, I. Palu, Zeng Yang, Minghui Chen, Hongwei Zhao, Huiyu Shang
Nowadays, power system resilience presents higher requirements for restorative self-healing strategies considering both restoring and operating performances. This paper sheds light on a resilience-enhancing restoration strategy considering voltage balance, which is formulated as a two-stage mixed integer linear programming (MILP) problem. An improved non-black-start (NBS) generator start-up model is presented in the first stage, and used to determine the restoration sequence of generators, power lines, and loads with maximum restored load capacity. Besides, a linear power flow model with transmission loss ignored is employed in the second stage, with an aim of attaining most balanced post-restoration voltage by readjusting the power outputs from generators. The IEEE 30-bus power system is used to demonstrate the correctness and effectiveness of the proposed two-stage strategy.
当前,电力系统弹性对恢复性自愈策略提出了更高的要求,同时考虑了恢复性能和运行性能。本文提出了一种考虑电压平衡的恢复策略,将其表述为一个两阶段混合整数线性规划(MILP)问题。首先提出了一种改进的非黑启动(NBS)发电机启动模型,用于确定恢复负荷能力最大的发电机、电力线路和负荷的恢复顺序。第二阶段采用忽略传输损耗的线性潮流模型,通过调整发电机输出功率,使恢复后电压达到最平衡。以IEEE 30总线电力系统为例,验证了所提两阶段策略的正确性和有效性。
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引用次数: 0
Fuzzy-logic based Adaptive Control of Distributed Energy Storage Systems for Simultaneous V/f Regulation 基于模糊逻辑的分布式储能系统同步V/f调节自适应控制
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281875
Wei Liu, Yan Xu, Yu Wang, X. Feng
High penetration of renewable energy in distribution networks brings both voltage and frequency fluctuations to the power grid. Conventionally, system frequency and network voltage regulation are separately considered. However, due to the relatively low $X/R$ ratio of distribution lines, frequency regulation and voltage regulation by distributed generation units are not decoupled. To this end, this paper presents a fuzzy logic controller (FLC) to coordinately and adaptively regulate system frequency and bus voltages using distributed energy storage systems (DESSs). The complex power from the DESSs and their interfacing converters are effectively utilized for simultaneous voltage and frequency regulation. The proposed method is demonstrated on the 7-bus distribution network, and the simulation results verify that it can adaptively and coordinately regulate voltages and frequency within operating limits.
可再生能源在配电网中的高度渗透给电网带来电压和频率波动。通常,系统频率和网络电压调节是分开考虑的。然而,由于配电线路的X/R比值相对较低,分布式发电机组的频率调节和电压调节没有解耦。为此,本文提出了一种模糊控制器(FLC)来协调和自适应地调节分布式储能系统(DESSs)的系统频率和母线电压。有效地利用了dess及其接口变换器的复合功率,实现了电压和频率的同步调节。在7母线配电网上进行了仿真验证,验证了该方法能够在运行范围内自适应协调调节电压和频率。
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引用次数: 1
A Transformer Protection Scheme Based on The Deep Forest Algorithm 基于深度森林算法的变压器保护方案
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281888
Anyang He, Z. Jiao, Zongbo Li
A transformer protection scheme based on the deep forest is proposed to improve the performance of transformer protection. Considering that the magnetization curve can reflect the essential cause of the inrush current, but it is difficult to measure, the voltage and differential current sequences are selected as alternative input of the deep forest. The classification deviation of each layer is defined to automatically determine the depth of the deep forest. The protection acts based on the algorithm output. The deep forest is trained by the simulation sampling data from PSCAD/EMTDC simulation. The performance of the deep forest algorithm is verified through simulation data and dynamic model experimental data. The test results show that the deep forest algorithm can identify the operating states of transformer quickly and reliably. It has good generalization and no requirement of high sampling frequency, and has certain adaptability to CT saturation and over excitation.
为了提高变压器保护性能,提出了一种基于深森林的变压器保护方案。考虑到磁化曲线能反映涌流产生的本质原因,但难以测量,选择电压和差动电流序列作为深林的备选输入。定义每一层的分类偏差,自动确定深度森林的深度。保护动作基于算法输出。利用PSCAD/EMTDC仿真采样数据对深度森林进行训练。通过仿真数据和动态模型实验数据验证了深度森林算法的性能。试验结果表明,深度森林算法能够快速、可靠地识别变压器的运行状态。该方法泛化性好,不需要高采样频率,对CT饱和和过激励有一定的适应性。
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引用次数: 0
Optimization Application in Integrated Transmission and Distribution Operation: Co-Simulation Approach 输配一体化运行中的优化应用:联合仿真方法
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281439
Seyed Masoud Mohseni‐Bonab, A. Hajebrahimi, A. Moeini, I. Kamwa
The load increment as the consequence of electrification of everything in the modern distribution networks, makes it imperative to analyze the interactions between electric power transmission and distribution (T&D) systems. Such a massive electrification may deteriorate voltage profiles and power exchanges, which results consequently in lower grid efficiency. As a low-cost and effective solution, the installed controllable devices for voltage in distribution networks such as under-load tap changer (ULTC) and capacitor banks can be optimized to overcome the aforementioned challenges. This paper proposes a new integrated transmission and distribution co-simulation platform where the aggregated loads in transmission system simulator (i.e. MATLAB) are replaced by a distribution network modeled in distribution system simulator (OpenDSS) through a Python interface. The overall T&D system efficiency is then optimized while maximizing loading margin (LM) and minimizing the total system power losses are contemplated as two objective functions. The proposed approach is applied on a constructed T&D grid with 68K nodes and the results demonstrate that the efficiency of the T&D grid can be improved by optimal setting of the control variables.
随着现代配电网的全面电气化,负荷的增加使得分析输配电系统之间的相互作用变得势在必行。如此大规模的电气化可能会恶化电压分布和电力交换,从而导致电网效率降低。作为一种低成本和有效的解决方案,配电网中安装的电压可控装置,如欠载分接开关(ULTC)和电容器组,可以优化以克服上述挑战。本文提出了一种新的输配一体化联合仿真平台,通过Python接口将输配系统仿真器(即MATLAB)中的聚合负荷替换为配电系统仿真器(即OpenDSS)中建模的配电网。然后优化T&D系统的整体效率,同时将负载裕度(LM)最大化和系统总功率损耗最小化作为两个目标函数。将该方法应用于一个68K节点的输配电网格,结果表明通过优化控制变量可以提高输配电网格的效率。
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引用次数: 1
User Equilibrium of Demand Response in Smart Grid 智能电网需求响应的用户均衡
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9282140
Chengcheng Shao, Xuliang Li, Boyang Zhao, Xifan Wang
Demand response enables numerous small-scale consumers to minimize their costs as independent decision-makers. Consequently, the power system operation is dominated by the equilibrium of multiple end-users. This paper proposes the concept of user equilibrium of DR in the smart grid representing a state that no end-users can profit more by adjusting their own consumption. Then the user equilibrium is reformulated as the solution of a convex programming problem, named as the user equilibrium problem. The corresponding proof is also provided. An efficient solution algorithm is proposed to obtain the equilibrium among numerous end-users based on the branch-and-price method. Compared with the existing works, the operating constraints of flexible loads are modelled in details and can be considered. Numerical examples are presented to validate the proposed concept and method.
需求响应使众多小规模消费者能够将其作为独立决策者的成本降至最低。因此,电力系统的运行是由多个终端用户的平衡所主导的。本文提出了智能电网DR的用户均衡概念,它代表了一种终端用户无法通过调整自己的用电而获得更多收益的状态。然后将用户均衡问题重新表述为一个凸规划问题的解,称为用户均衡问题。并给出了相应的证明。提出了一种基于分支-价格法的多终端用户间均衡的高效求解算法。与现有工程相比,对柔性荷载的运行约束进行了详细的建模,可以考虑柔性荷载的运行约束。数值算例验证了所提出的概念和方法。
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引用次数: 1
Communication Time-Delay Stability Margin Analysis of the Islanded Microgrid under Distributed Secondary Control 分布式二次控制下孤岛微电网通信时延稳定裕度分析
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281487
Weitao Yao, Yu Wang, Yan Xu, R. T. Naayagi
In this paper, the communication time-delay stability margin analysis of an islanded microgrid (MG) are presented. Firstly, an accurate small-signal model is developed considering the communication delay among the communication links of secondary control. Each sub-module modeling of microgrid including inverter, line, load and secondary controller is developed respectively. Besides, an eigenvalue approach is proposed in this paper. Based on the developed MG small-signal model, the maximum delayed time (MDT) is redefined to access the stability margin for the MG system. Lastly, a compensating secondary controller is proposed to mitigate the impact of time delay. The effectiveness and accuracy of the proposed method and controller are validated by time-domain simulations.
本文对孤岛微电网的通信时延稳定裕度进行了分析。首先,考虑二次控制通信链路间的通信延迟,建立了精确的小信号模型;分别对逆变器、线路、负载和二次控制器等微电网各子模块进行建模。此外,本文还提出了一种特征值方法。基于所建立的MG小信号模型,重新定义了最大延迟时间(MDT)以获取MG系统的稳定裕度。最后,提出了一种补偿二级控制器来减轻时延的影响。通过时域仿真验证了所提方法和控制器的有效性和准确性。
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引用次数: 2
A CNN Based Transfer Learning Method for High Impedance Fault Detection 基于CNN的高阻抗故障检测迁移学习方法
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281671
Yongjie Zhang, Xiaojun Wang, Yiping Luo, Yin Xu, Jinghan He, Guohong Wu
High impedance fault (HIF) detection is a serious challenge of distribution networks. Data-based HIF detection methods have attracted the attention of researchers, but is hard to be applied into practical situation caused by unavailable data. In this paper, a Convolutional Neural Network (CNN) based transfer learning method for HIF detection is proposed by using distribution-level phasor measurement units (D-PMUs) data. The synchronous transient HIF characteristics are extracted of the zero sequence current by wavelet transform. To uniform the size of data, principal component analysis (PCA) is adopted to form the input feature. Then, a 3-layer CNN model was pre-trained by a typical 20-node distribution network. By fine-tuning with data augmentation, the pre-trained CNN model can be transferred to the target distribution network by just a small amount of data. The performance of proposed method was verified by 2 different distribution networks in PSCAD/EMTDC.
高阻抗故障检测是配电网面临的一个严峻挑战。基于数据的HIF检测方法受到了研究人员的关注,但由于数据不可用,难以应用于实际情况。本文利用分布级相量测量单元(d - pmu)数据,提出了一种基于卷积神经网络(CNN)的HIF检测迁移学习方法。利用小波变换提取了零序电流的同步瞬态高频振荡特征。为了统一数据的大小,采用主成分分析(PCA)形成输入特征。然后,使用典型的20节点分布网络对3层CNN模型进行预训练。通过微调和数据增强,预训练好的CNN模型只需要少量的数据就可以转移到目标分布网络中。通过PSCAD/EMTDC中2个不同的配电网验证了该方法的性能。
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引用次数: 9
Linear Approximations for the Influence of Phasor Angle Difference Errors on Line Parameter Calculation 相角差误差对线路参数计算影响的线性近似
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281522
A. Xue, Feiyang Xu, K. Martin, Jingsong Xu, Hongyu You, T. Bi
Phase angle measurements from phasor measurement units (PMUs) may have errors that can significantly affect line parameter calculation. In this paper, approximate expressions for the influence of phase angle difference errors on line parameter calculation are derived. Specifically, first the PMU phase angle error at both ends of a line is analyzed and an equivalent synchronization error is defined. Second, approximated expressions for the influence of current & voltage phase angle difference error on the line parameters are derived. The voltage amplitude ratio on the relative error of line reactance, resistance and capacitance measurement through the $pi -$type equivalent model are considered. The influence of voltage and current phase angle difference error on reactance and resistance is shown from the perspective of relative sensitivity. The relative sensitivity expressions in active power form are given and the identifiable conditions of line reactance parameters based on PMU data are given. In addition, this paper presents the influence mechanism of voltage magnitude and discusses the case of synchronization issue. Finally, the accuracy of the sensitivity equations are verified by simulations, and the influence of the voltage amplitude ratio and the line flow on the identification result is quantitatively analyzed.
相量测量单元(pmu)的相角测量可能存在误差,这可能会严重影响线路参数的计算。本文导出了相角差误差对线路参数计算影响的近似表达式。具体而言,首先分析了线路两端的PMU相位角误差,并定义了等效同步误差。其次,导出了电流、电压相角差误差对线路参数影响的近似表达式。通过$pi -$型等效模型,考虑了电压幅值比对线路电抗、电阻和电容测量相对误差的影响。从相对灵敏度的角度分析了电压和电流相角差误差对电抗和电阻的影响。给出了有功形式下的相对灵敏度表达式和基于PMU数据的线路电抗参数辨识条件。此外,本文还介绍了电压幅值的影响机理,并讨论了同步问题的情况。最后,通过仿真验证了灵敏度方程的准确性,并定量分析了电压幅值比和线路流量对辨识结果的影响。
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引用次数: 0
Distributed cooperative control for autonomous hybrid AC/DC microgrid clusters interconnected via back-to-back converter control 基于背靠背变流器互联的自主混合交直流微电网集群分布式协同控制
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281505
S. Jena, N. Padhy
In this paper, the authors have attempted to address the problem of power sharing in networked hybrid AC/DC micro-grid clusters by utilising back-to-back converter. The hierarchical distributed cooperative control strategy is employed for both the AC and DC microgrid clusters (intra-microgrid control) and an inter-microgrid control strategy employing back-to-back converter for enabling power sharing among the clusters according to the required needs. The distributed secondary control for both the AC and DC MGs aid to reprimand the voltage drops due to presence of cable resistance and droop characteristics. It thus helps to achieve a regulated voltage at both the AC and DC PCC. Particularly in AC MG, it enhances the voltage and power quality. Further, it is worth noting that most of the consensus algorithms are asymptotically convergent and hence in order to achieve finite-time convergence, a modified consensus approach is used for the DC microgrid cluster. This is done to achieve faster consensus irrespective of the unforeseen disturbance / transients that may occur in the AC microgrid clusters. The distributed dynamic averaging consensus algorithm based on PI controllers (DAC-PI) is also investigated for robustness against physical and communication failures. With the proposed inter and intra-microgrid cluster control mechanism, power balance between three phase AC MGs and DC MG is illustrated in this work. This could be utilised as practical applications in stand-alone microgrids, marine power systems, more electric aircraft power systems and can be equipped with mode selection algorithms to enable connection to the utility thereby endowing flexibility and reliability to the network of microgrid clusters. Extensive simulations of test-cases are provided with MATLAB/Simpowersystems platform to elucidate the performance of the proposed control strategy and the hybrid infrastructure.
在本文中,作者试图通过使用背靠背转换器来解决网络混合交/直流微电网集群中的电力共享问题。交流微网集群和直流微网集群采用分层分布式协同控制策略(微网内控制),微网集群间采用背靠背变流器控制策略,实现集群间电力共享。交流电和直流电的分布式二次控制有助于减少由于电缆电阻和下垂特性造成的电压下降。因此,它有助于在交流和直流PCC上实现稳压。特别是在交流MG中,它提高了电压和电能质量。此外,值得注意的是,大多数共识算法都是渐近收敛的,因此为了实现有限时间收敛,我们对直流微电网集群使用了一种改进的共识方法。这样做是为了更快地达成共识,而不考虑交流微电网集群中可能出现的不可预见的干扰/瞬变。本文还研究了基于PI控制器的分布式动态平均一致性算法(DAC-PI)对物理和通信故障的鲁棒性。通过提出的微电网内部和内部集群控制机制,说明了三相交流MG和直流MG之间的功率平衡。这可以在独立的微电网、船舶电力系统、更电动的飞机电力系统中作为实际应用,并且可以配备模式选择算法以实现与公用事业的连接,从而赋予微电网集群网络的灵活性和可靠性。在MATLAB/Simpowersystems平台上提供了大量的测试用例仿真,以阐明所提出的控制策略和混合基础结构的性能。
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引用次数: 5
期刊
2020 IEEE Power & Energy Society General Meeting (PESGM)
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