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2022 IEEE Power & Energy Society General Meeting (PESGM)最新文献

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Possible Implications of Using Dynamic Equivalent Models in the Design of Controllers to Damp Inter-area Oscillations 使用动态等效模型设计控制器以抑制区域间振荡的可能意义
Pub Date : 2022-07-17 DOI: 10.1109/PESGM48719.2022.9917128
P. Galassi, R. Ramos, A. B. de Almeida
This paper studies the adequacy of a dynamic equivalent method for applications in the design of damping controllers for an inter-area mode of a large-scale power system. This study was carried out as part of the development of the future Paraguayan-Argentinean-Uruguayan interconnected system. The designed controller was a power oscillation damper of a STATCOM that will be enabled as a backup to damp an inter-area oscillation predicted to appear once the interconnection is completed. A dynamic equivalent model was developed using an approach based on generator coherency identification, while the controller was designed by a pole placement method based on the damped Nyquist plot. Although the designed controller shows satisfactory results for the equivalent model used to design it, when tested in the large-scale detailed model of the system it fails to ensure the desired small-signal stability margin. This result is presented and its implications are discussed from the viewpoint of Hardware-in-the-Loop testing of damping controllers for bulk power systems.
本文研究了动态等效方法在大型电力系统区域间模式阻尼控制器设计中的充分性。这项研究是作为未来巴拉圭-阿根廷-乌拉圭相互联系系统发展的一部分进行的。所设计的控制器是STATCOM的功率振荡阻尼器,它将作为备份,以抑制互连完成后预计出现的区域间振荡。采用基于发电机相干辨识的方法建立了动态等效模型,采用基于阻尼Nyquist图的极点布置方法设计了控制器。虽然所设计的控制器对设计所使用的等效模型显示出令人满意的结果,但在系统的大尺度详细模型中进行测试时,它不能保证期望的小信号稳定裕度。给出了这一结果,并从大容量电力系统阻尼控制器硬件在环测试的角度讨论了其意义。
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引用次数: 0
Improved Transmission Constraint Screening for Market Operations 改进的市场操作传导约束筛选
Pub Date : 2022-07-17 DOI: 10.1109/pesgm48719.2022.9917104
H. Lotfi, Mohammad Ghaljehei, M. Marwali
This paper proposes two potential transmission constraint screening processes (TCSPs) for consideration with respect to the energy market administered by the New York Independent System Operator, Inc. (NYISO). The proposed TCSPs are intended to dynamically prevent duplicate and redundant transmission shortages from being priced by the graduated transmission shortage mechanism employed in the NYISO-administered markets, which is often referred to as a “graduated transmission demand curve” (GTDC or TDC). The goal is to create mechanisms to avoid unnecessarily high locational marginal prices (LMPs) that can result from multiple-counting of the shortage price of duplicate/redundant transmission constraints or the application of multiple TDC-imposed shortage costs on a single facility. The proposed TCSP approaches are tested on historical power market data that show more meaningful price signals and reflect accurate system conditions.
本文提出了两个潜在的传输约束筛选过程(tsps),以考虑由纽约独立系统运营商公司(NYISO)管理的能源市场。拟议的tsps旨在动态地防止重复和冗余传输短缺被nyiso管理的市场中采用的分级传输短缺机制定价,该机制通常被称为“分级传输需求曲线”(GTDC或TDC)。目标是建立一种机制,以避免由于重复/冗余传输约束的短缺价格的多次计算或在单个设施上应用多个tdc强加的短缺成本而导致的不必要的高位置边际价格(LMPs)。提出的TCSP方法在历史电力市场数据上进行了测试,这些数据显示了更有意义的价格信号,并反映了准确的系统状况。
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引用次数: 0
Online Estimation of Geomagnetically Induced Current Effects using Neural Networks 利用神经网络在线估计地磁感应电流效应
Pub Date : 2022-07-17 DOI: 10.1109/PESGM48719.2022.9917196
Adedasola A. Ademola, Yilu Liu, Xiawen Li, Micah J. Till, Kevin D. Jones, Matthew Gardner
Geomagnetically-induced currents (GIC) are quasi-DC currents that can flow in the power grid due to space weather. These currents can lead to negative effects such as transformer overheating, excessive harmonics, large reactive power loss, and potential blackouts. To improve real-time situational awareness of system operators, some utilities have installed GIC monitors at the neutrals of critical high-voltage transformers. However, there are no online tools to compute the corresponding transient and steady-state effects of the measured GIC on transformers. This work therefore explores the use of several dense neural networks stacked together to provide near real-time computation of the trajectories of current harmonics up to the 15th order and reactive power consumption for various operating conditions. It was shown that the neural network-based online estimator has an average accuracy of 94% for values above 1 A (or 1 Mvar), and the total computation time requirement on a standard CPU is about 0.53 seconds.
地磁感应电流(GIC)是一种准直流电,由于空间天气的影响,可以在电网中流动。这些电流会导致变压器过热、谐波过多、无功功率损失大以及潜在的停电等负面影响。为了提高系统操作员的实时态势感知能力,一些公用事业公司在关键高压变压器的中性点安装了GIC监视器。然而,目前还没有在线工具来计算所测GIC对变压器的相应暂态和稳态影响。因此,这项工作探索了使用几个密集的神经网络堆叠在一起,以提供近实时的电流谐波轨迹计算,最高可达15阶,以及各种操作条件下的无功功耗。结果表明,基于神经网络的在线估计器对大于1 A(或1 Mvar)的值的平均准确率为94%,在标准CPU上的总计算时间约为0.53秒。
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引用次数: 0
Linear Power Flow Model Based Load Redistribution Attack on Voltage Security 基于线性潮流模型的电压安全负荷重分配攻击
Pub Date : 2022-07-17 DOI: 10.1109/PESGM48719.2022.9916983
Zelin Liu, Tao Liu, Yue Song, D. J. Hill
Load redistribution attack (LRA) has been arisen as one of the typical stealth false data injection attacks (FDIA) in modern power systems. Traditional LRA focuses on altering the active power measurement unit on load buses and branches to increase the system operating cost. This paper proposes a new type of LRA that aims to sabotage the nodal voltage of certain target bus. In our new model, attack resources are not only limited to active power, but reactive power is also included to launch a powerful attack. Moreover, a linear power flow model is introduced to reduce the complexity of the model. Simulations on IEEE 30-buses system has proved the effectiveness and advantages of the new attack strategy.
负载重分配攻击(LRA)是现代电力系统中一种典型的隐性虚假数据注入攻击。传统的LRA主要通过改变负载母线和支路上的有功功率测量单元来增加系统运行成本。本文提出了一种新型的LRA,其目的是破坏某一目标母线的节点电压。在我们的新模型中,攻击资源不仅限于有功,而且还包括无功,以发动强大的攻击。此外,为了降低模型的复杂度,还引入了线性潮流模型。在IEEE 30总线系统上的仿真验证了该攻击策略的有效性和优越性。
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引用次数: 0
Wind Farm Layout Optimization in Different Search Spaces: A Case Study in Oman 不同搜索空间下风电场布局优化:阿曼案例研究
Pub Date : 2022-07-17 DOI: 10.1109/PESGM48719.2022.9916763
A. Al Shereiqi, A. Al-Hinai, B. Mohandes, R. Al-Abri, Mohammed H. Albadi
Wind farm layout is a vital subject due to its effect on power generation. Wind farm layout optimization (WFLO) is a complex optimization problem that cannot be solved by traditional optimization methods. Therefore, heuristic optimization techniques are used to solve a WFLO problem. With this problem, the search space plays a significant role in the results. Therefore, this study investigates the impacts of solving the WFLO problem in continuous and discrete search spaces using a genetic algorithm. Besides, Jensen's wake effect model is involved in this study to estimate the velocity deficit within the wind farm. A case study that features a wind profile with multi-speed and multi-direction is used to demonstrate how to get a wind farm layout in discrete and continuous search spaces. The results indicate for the superiority of a continuous search space in terms of compactness, whereas the discrete search space has higher output power, efficiency, and shorter computational time. These results are due to the limitations on the number of generations, population sizes, and the computational machine to get the optimality of the genetic algorithm.
风电场布局对发电的影响是一个非常重要的课题。风电场布局优化是传统优化方法无法解决的复杂优化问题。因此,启发式优化技术被用于解决WFLO问题。对于这个问题,搜索空间在结果中起着重要的作用。因此,本研究探讨了使用遗传算法在连续和离散搜索空间中解决WFLO问题的影响。此外,本文还采用了Jensen尾迹效应模型来估计风电场内的速度亏损。以多速度、多方向的风廓线为例,演示了如何在离散和连续搜索空间中获得风电场布局。结果表明,连续搜索空间在紧凑性方面具有优势,而离散搜索空间具有更高的输出功率、效率和更短的计算时间。这些结果是由于遗传算法的代数、种群大小和获得最优性的计算机器的限制造成的。
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引用次数: 0
Current Distortion Rejection in PMSM Drives using an Adaptive Super Twisting Algorithm 基于自适应超扭转算法的永磁同步电机电流畸变抑制
Pub Date : 2022-07-17 DOI: 10.1109/PESGM48719.2022.9916847
D. M. Garduño, J. Rivas, O. C. Castillo, R. González, Francisco Emilio Rodarte Gutiérrez
Unavoidably any permanent magnet synchronous motor (PMSM) control system is subjected to perturbations, such as motor nonidealities, inverter nonlinearities, and parasitic load. To reject the PMSM perturbations, a new variant of an adaptive super twisting, ST, controller is proposed in this paper. In this algorithm, a proportional integral, PI, control and a ST control are adaptably combined using the rotor speed. Thus, the proposed algorithm is called speed adaptive super twisting, SAST. Furthermore, a novel mathematical procedure is presented to relate the chattering amplitude and the PMSM perturbations to the SAST design. The main contribution is the SAST application to reduce the stator current total harmonic distortion, THDi. By comparing the SAST control against PI control, the THDi is reduced from 9.9 per cent to 1.27 per cent, in simulation, and the THDi is reduced from 22.79 per cent to 1.56 per cent, experimentally. These results validate the SAST design and demonstrate how the SAST is an excellent alternative to reject the unavoidable perturbations that commonly effect the stator current waveform of any PMSM.
永磁同步电机控制系统不可避免地会受到电机非理想性、逆变器非线性和寄生负载等扰动的影响。为了抑制永磁同步电机的扰动,本文提出了一种新的自适应超扭控制器。该算法利用转子转速自适应地将比例积分、PI、控制和ST控制相结合。因此,所提出的算法被称为速度自适应超扭转(SAST)。此外,提出了一种新的数学方法,将抖振幅度和PMSM扰动与SAST设计联系起来。主要贡献是SAST的应用降低了定子电流总谐波畸变THDi。通过比较SAST控制和PI控制,THDi在模拟中从9.9%降低到1.27%,在实验中从22.79%降低到1.56%。这些结果验证了SAST设计,并证明了SAST是一种很好的替代方案,可以拒绝通常影响任何PMSM定子电流波形的不可避免的扰动。
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引用次数: 0
Changes in Hydropower Resource Operations Following Participation in the CAISO Energy Imbalance Market - A Case Study 参与CAISO能源不平衡市场后水电资源运行的变化——一个案例研究
Pub Date : 2022-07-17 DOI: 10.1109/PESGM48719.2022.9916782
Sohom Datta, A. Somani, M. Alam, Xueqing Sun, Vanshika Fotedar, Alex Banicki
Portland General Electric (PGE), an investor-owned electric utility serving nearly 900,000 customers in 51 Oregon cities, joined Western Energy Imbalance Market (EIM) - a California Independent System Operator (CAISO) platform for sharing cleaner and more efficient generation resources among multiple states in the Western U.S. While participation in EIM brings a new set of economic opportunities for PGE by capturing flexibility needs in the market, it also changes operational patterns (e.g., more frequent start/stop, off-nominal power output, and ramping) of PGE's conventional generation fleet, including hydropower units. With 492 MW of hydropower capacity, which constitutes 15% of PGE's generation mix, it is important for PGE (as any other EIM-participant utility) to understand how participation in EIM impacts its hydropower assets, and how a techno-economically sustainable operation of those assets could be accomplished. In this paper, a case study is performed with PGE's hydropower generation facilities to assess and quantify EIM-participation driven changes in hydropower operational patterns.
波特兰通用电气(PGE)是一家投资者所有的电力公司,为俄勒冈州51个城市的近90万客户提供服务,该公司加入了西部能源不平衡市场(EIM)——一个加州独立系统运营商(CAISO)平台,在美国西部多个州之间共享更清洁、更高效的发电资源。参与EIM通过捕捉市场的灵活性需求,为PGE带来了一系列新的经济机会,同时也改变了运营模式(例如:PGE的常规发电机组(包括水力发电机组)更频繁地启动/停止、非标称功率输出和斜坡。PGE拥有492兆瓦的水力发电能力,占其发电总量的15%,对于PGE(和其他参与EIM的公用事业公司一样)来说,了解参与EIM对其水电资产的影响,以及如何实现这些资产的技术经济可持续运营是很重要的。本文以PGE的水力发电设施为例进行了案例研究,以评估和量化eim参与驱动的水力发电模式变化。
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引用次数: 1
Smart Sustainable LV Networks providing Ancillary Services under Uncertainty: A Joint Chance-Constrained Model 不确定性下提供辅助服务的智能可持续LV网络:联合机会约束模型
Pub Date : 2022-07-17 DOI: 10.1109/PESGM48719.2022.9916793
Iason I. Avramidis, F. Capitanescu, G. Deconinck
In response to European sustainability directives, a rapid growth of smart sustainable buildings (SSBs) is expected in the coming years, particularly in low voltage (LV) networks. This opens up new pathways towards exploiting SSB-driven flexibility for the provision of upstream ancillary services (AS). However, tapping into these resources is contingent on properly dealing with the inherent end-user uncertainty. In that light, this work proposes a detailed mixed-integer nonlinear, joint chance-constrained optimization framework that coordinates SSBs in order to provide voltage and congestion support AS at the MV-LV interface. The sources of intractability (AS model, network nonlinearity, uncertainty) are linearly re-formulated, comprising a mixed-integer linear optimization model. Building on previous work, the proposed operational planning framework limits the occurrence of technical violations, so as to allow the LV network to dedicate all available resources exclusively towards providing AS support to the MV network, in real-time. The model's validity and performance are evaluated on a real Luxembourgian LV grid, assumed to host a significant number of residential SSBs.
为了响应欧洲的可持续发展指令,智能可持续建筑(SSBs)预计将在未来几年快速增长,特别是在低压(LV)网络中。这为利用ssb驱动的灵活性提供上游辅助服务(AS)开辟了新的途径。然而,能否利用这些资源取决于能否正确处理终端用户固有的不确定性。鉴于此,本工作提出了一个详细的混合整数非线性、联合机会约束优化框架,该框架协调ssb,以便在pv - lv接口提供电压和拥塞支持AS。对难解性的来源(AS模型、网络非线性、不确定性)进行线性重新表述,构成一个混合整数线性优化模型。在之前工作的基础上,拟议的运营规划框架限制了技术违规的发生,从而允许低压网络将所有可用资源专门用于实时向中压网络提供as支持。该模型的有效性和性能在一个真实的卢森堡LV网格上进行了评估,假设该网格拥有大量的住宅ssb。
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引用次数: 0
Frequency Adaptive Modeling Method of Transformer Inrush Current Based on the Dynamic Phasor 基于动态相量的变压器涌流频率自适应建模方法
Pub Date : 2022-07-17 DOI: 10.1109/PESGM48719.2022.9917178
Zhen Gong, Chengxi Liu
The numerical simulation of inrush current for saturable transformer requires small time steps to avoid numerical overshoot issue, which is inefficient. However, the existing large time-step simulation methods, e.g., frequency adaptive simulation of transients (FAST) cannot yet accurately model it, due to the wide band frequency range. This paper extends the existing theory of FAST, and proposes a multi-timescale transient branch companion model of electrical elements with strong nonlinearity, which is suitable for both small and large timescale electromagnetic transient simulation. Firstly, the dynamic phasor (DP) domain companion model of nonlinear inductor is derived to simulate the flux flowing through the transformer core. A shifting frequency parameter of the DP-based model is then defined to track natural (EMT) or envelope (with large timescale) flux waveform. Then, the relationship between the inrush current and flux is defined by curve fitting method. Finally, integrative simulation of both natural and envelope waveforms of inrush current can be tracked through the curve fitting method. To validate the algorithm, a saturable transformer model is established in this paper and the proposed method is validated in MATLAB.
饱和变压器励磁涌流的数值模拟需要较小的时间步长,以避免数值超调问题,这是低效的。然而,现有的大时间步长仿真方法,如瞬态频率自适应仿真(FAST),由于其频带范围较宽,尚不能准确地对其进行建模。本文对现有的FAST理论进行了扩展,提出了一种适用于小、大时间尺度电磁瞬变仿真的强非线性电气元件多时间尺度瞬变分支伴随模型。首先,建立了非线性电感器的动态相量(DP)域伴随模型,模拟了通过变压器铁心的磁通。然后定义基于dp的模型的移位频率参数来跟踪自然(EMT)或包络(具有大时间尺度)磁通波形。然后,用曲线拟合的方法定义了浪涌电流与磁通之间的关系。最后,通过曲线拟合的方法,对励磁涌流的自然波形和包络波形进行了综合仿真。为了验证该算法,本文建立了一个可饱和变压器模型,并在MATLAB中对该方法进行了验证。
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引用次数: 0
Optimal Utilization of Community Battery Energy Storage with differential Battery Tariffs 差异电价下社区电池储能的最优利用
Pub Date : 2022-07-17 DOI: 10.1109/PESGM48719.2022.9916955
Sunil Abraham, Yateendra Mishra, M. Cholette
Community Housings are proliferating, especially with funded developments in specialist disability accommodation, retirement living, and luxury front. Sharing of energy storage in community housing takes away the burden of investing in energy storage from the individual house owners. This paper presents an adaptive community battery energy sharing scenario with differential tariffs to buy energy from the battery. This paper considers a community of townhouses, each equipped with its grid-connected photovoltaic system and a community battery invested by the building management. Mixed Integer Linear Programming (MILP) is used to optimize the electricity bill of each household, the revenue for the building management as well as the usage of the community battery system. The simulation results provide optimized power allocation among the grid and the community battery, minimizing the import of power from the grid and thereby reducing the electricity bill.
社区住房正在激增,特别是在专门的残疾人住宿、退休生活和奢侈品方面的资助发展。社区住宅的储能共享,减轻了个体房主投资储能的负担。本文提出了一种自适应社区电池能源共享方案,该方案采用差别电价从电池购买能源。本文考虑了一个由联排别墅组成的社区,每个联排别墅都配备了并网光伏系统和一个由建筑管理部门投资的社区电池。混合整数线性规划(MILP)用于优化每户的电费,建筑物管理的收入以及社区电池系统的使用。仿真结果优化了电网和社区电池之间的功率分配,最大限度地减少了从电网输入的电力,从而降低了电费。
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引用次数: 0
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2022 IEEE Power & Energy Society General Meeting (PESGM)
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