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Effects of Control Loop Interactions on Maximum Power Transfer Capability of Weak-Grid-Tied Grid-Following Inverters 控制环相互作用对弱并网跟随逆变器最大功率传输能力的影响
IF 5.7 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-12-04 DOI: 10.35833/MPCE.2024.000136
Weihua Zhou;Mohammad Hasan Ravanji;Nabil Mohammed;Behrooz Bahrani
The maximum power transfer capability (MPTC) of phase-locked loop (PLL)-based grid-following inverters is often limited under weak-grid conditions due to passivity violations caused by operating-point-dependent control loops. This paper reveals and compares the mechanisms of these violations across different control strategies. Using admittance decomposition and full-order state-space models for eigenvalue analysis, MPTC limitations from control loops and their interactions are identified. The small-signal stabilities of different control loops are compared under varying grid strength, and both static and dynamic MPTCs for each control mode are examined. This paper also explores how control loop interactions impact the MPTC, offering insights for tuning control loops to enhance stability in weak grids. For example, fast power control improves the MPTC when paired with a slow PLL, while power control has minimal effect when the PLL is sufficiently fast. The findings are validated through frequency scanning, eigenvalue analysis, simulations, and experiments.
基于锁相环(PLL)的电网跟随逆变器的最大功率传输能力(MPTC)在弱电网条件下往往受到依赖于工作点的控制环造成的无源破坏的限制。本文揭示并比较了不同控制策略下这些违规的机制。利用导纳分解和全阶状态空间模型进行特征值分析,识别了控制回路及其相互作用对MPTC的限制。比较了不同控制回路在不同网格强度下的小信号稳定性,并对每种控制模式下的静态和动态mptc进行了检验。本文还探讨了控制回路相互作用如何影响MPTC,为调整控制回路以增强弱电网的稳定性提供了见解。例如,当与慢速锁相环配对时,快速功率控制可以提高MPTC,而当锁相环足够快时,功率控制的影响最小。通过频率扫描、特征值分析、仿真和实验验证了研究结果。
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引用次数: 0
Pilot Protection Based on Backward Traveling-Wave Voltage Difference for Submarine Cables of Low-Frequency Transmission System with Integrated Offshore Wind Power 基于反向行波电压差的海上风电集成低频传输系统海底电缆导频保护
IF 5.7 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-12-04 DOI: 10.35833/MPCE.2024.000448
Xiaoping Gao;Guobing Song;Xiaoning Kang;Can Cui;Jifei Yan
Multiterminal low-frequency transmission system (LFTS) has promising potential for large-scale offshore wind power integration. Nevertheless, the existing protection suffers from low sensitivity, and even operates incorrectly because the converters connected to both ends of cables change fault characteristics substantially. To address this problem, this paper firstly inspects the adaptability of current differential protection, revealing the manner in which control strategies after fault impact the sensitivity of the existing protection. Then, based on the characteristics of armored three-core cable, phase-mode transformation is utilized to decouple the fault information and the specific moduli are selected to reflect all kinds of fault types. The expression of backward traveling-wave (BTW) voltage based on interpolation is derived under the condition of low sampling frequency. Finally, a pilot protection based on BTW voltage difference for submarine cables of LFTS with integrated offshore wind power is proposed, which has higher sensitivity because the difference between BTW calculated from local information and the one from remote information is considerable during fault transient period. Simulation tests compare the performance of the existing protection with that of the proposed protection. Extensive simulations corroborate that the proposed protection reliably identifies the fault cable in various fault scenarios.
多终端低频输电系统(LFTS)在大规模海上风电集成中具有广阔的应用前景。然而,由于连接在电缆两端的变流器故障特性发生了很大的变化,现有的保护存在灵敏度低,甚至操作不正确的问题。为了解决这一问题,本文首先考察了电流差动保护的适应性,揭示了故障后控制策略对现有保护灵敏度的影响方式。然后,根据铠装三芯电缆的特点,利用相模变换对故障信息进行解耦,选择具体的模量来反映各种故障类型;在低采样频率条件下,推导了基于插值的反向行波电压表达式。最后,提出了一种基于BTW电压差的综合海上风电LFTS海底电缆导频保护方法,该方法在故障暂态期间,由于局部信息计算的BTW与远程信息计算的BTW相差较大,因此具有较高的灵敏度。仿真试验比较了现有保护与拟议保护的性能。大量的仿真验证了该保护方法在各种故障场景下对故障电缆的可靠识别。
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引用次数: 0
Peer-to-Peer Based Energy Management Framework for Enhancing Rural Electrification Level 提高农村电气化水平的点对点能源管理框架
IF 5.7 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-28 DOI: 10.35833/MPCE.2024.000415
Yi Liu;Xiao Xu;Chuanjiang Deng;Junyong Liu;Lixiong Xu;Youbo Liu;Nan Yang;Yichen Luo;Shafqat Jawad
Rural electrification is a crucial component of the power system that requires urgent innovation and transformation to enhance electrification levels. However, various challenges hinder the progress in rural electrification, primarily due to remote locations and unique consumption patterns. To effectively coordinate the local energy distribution, an energy management framework utilizing peer-to-peer (P2P) based interactive operations is proposed, which minimizes the reliance on long-distance transmission while enhancing the rural electrification level. The proposed P2P-based energy management framework incorporates various distributed generation resources across rural areas, facilitating direct energy transactions between neighboring community-based villages. Additionally, the P2P energy trading is modeled as a Nash bargaining (NB) problem, which accounts for the allocation of network loss costs and operational state of the rural distribution network. To protect the privacy of individual villages, an improved adaptive alternating direction method of multipliers (AADMM) is proposed to solve the NB problem. The AADMM utilizes a local curvature approximation scheme during parameter updates, allowing for automatic adjustments of the fixed penalty parameter within the standard alternating direction method of multipliers (ADMM). This enhancement improves the convergence rates without requiring central oversight. Simulation results demonstrate significant reductions in operational costs for both the overall network and individual village participants. The proposed P2P-based energy management framework also enhances the bus voltage stability and reduces the line transmission power, thereby further enhancing rural electrification levels. The adaptability and extensibility of this framework are further validated using the IEEE 33-bus and 118-bus distribution systems. Additionally, the AAD-MM shows higher convergence rates compared with the standardADMM.
农村电气化是电力系统的重要组成部分,迫切需要创新和转型,以提高电气化水平。然而,各种挑战阻碍了农村电气化的进展,主要是由于偏远地区和独特的消费模式。为了有效地协调地方能源分配,提出了一种基于点对点(P2P)交互操作的能源管理框架,在提高农村电气化水平的同时,最大限度地减少对远距离传输的依赖。拟议的基于p2p的能源管理框架整合了农村地区的各种分布式发电资源,促进了邻近社区村庄之间的直接能源交易。此外,将P2P能源交易建模为纳什议价(NB)问题,该问题考虑了电网损失成本的分配和农村配电网的运行状态。为了保护个体村庄的隐私,提出了一种改进的自适应交替方向乘数法(AADMM)来解决NB问题。AADMM在参数更新过程中使用局部曲率近似方案,允许在标准的交替方向乘法器(ADMM)中自动调整固定惩罚参数。这种增强在不需要中央监督的情况下提高了收敛速度。模拟结果表明,对于整个网络和单个村庄参与者来说,运营成本都显著降低。提出的基于p2p的能源管理框架还提高了母线电压稳定性,降低了线路传输功率,从而进一步提高了农村电气化水平。采用IEEE 33总线和118总线的配电系统进一步验证了该框架的适应性和可扩展性。此外,与标准dadmm相比,AAD-MM具有更高的收敛速度。
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引用次数: 0
Resonance Characterization and Frequency-Divided Compensation Strategy for Heterogeneous Inverters-Paralleled System 异质逆变并联系统的谐振特性及分频补偿策略
IF 5.7 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-28 DOI: 10.35833/MPCE.2024.000416
Hongbin Lin;Pingjuan Ge;Hailiang Xu;Yuhan Duan
Currently, the dominant trend in new energy power supply systems is the heterogeneous inverters-paralleled system (HIPS), which is a combination of grid-following (GFL) and grid-forming (GFM) inverters. The dynamic characteristics of different inverters in HIPS and the differences between GFL and GFM inverters undoubtedly increase the difficulty of the stability analysis and coordinated control. This paper establishes an interactive admittance matrix model of HIPS, fully considers the interactive effects among different inverters, and explores the multi-dimensional resonance characteristics of HIPS by utilizing the modal analysis method. To achieve the coordi-nated control and oscillation suppression among different inverters, a frequency-divided compensation strategy is proposed, which divides the operation modes of HIPS into three catego-ries, i. e., GFM, GFL, and hybrid modes. Specifically, the frequency division boundary is determined based on the resonance characteristics of GFL and GFM inverters, with the operation modes of HIPS being dynamically adjusted according to the harmonic power ratio. Finally, the simulation and experimental results demonstrate that the HIPS can flexibly adjust the operation modes to adapt to the complex conditions after adopting the frequency-divided compensation strategy and suppressing the oscillation frequency ratio to less than 2%, ensuring the safe and reliable operation of HIPS.
目前,新能源供电系统的主导趋势是异构逆变并联系统(HIPS),它是随网(GFL)和成网(GFM)逆变器的结合。HIPS中不同逆变器的动态特性以及GFL和GFM逆变器之间的差异无疑增加了稳定性分析和协调控制的难度。本文建立了HIPS的交互导纳矩阵模型,充分考虑了不同逆变器之间的交互效应,利用模态分析方法探讨了HIPS的多维共振特性。为了实现不同逆变器之间的协调控制和振荡抑制,提出了分频补偿策略,将HIPS的工作模式分为三种,即GFM、GFL和混合模式。具体而言,根据GFL和GFM逆变器的谐振特性确定分频边界,并根据谐波功率比动态调整HIPS的工作模式。最后,仿真和实验结果表明,采用分频补偿策略,将振荡频率比抑制在2%以内,HIPS可以灵活调整工作模式以适应复杂条件,保证了HIPS的安全可靠运行。
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引用次数: 0
A Continuous Operating Envelope for Managing Intra-Interval Fluctuations: Modeling and Solution 管理区间内波动的连续操作包络:建模与求解
IF 5.7 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-27 DOI: 10.35833/MPCE.2024.000636
Menghan Zhang;Zhifang Yang;Juan Yu;Wenyuan Li
Maintaining a continuous power balance is crucial for ensuring operational feasibility in power systems. However, due to forecasting difficulties and computational limitations, economic dispatch often relies on discrete interval horizons, which fail to guarantee feasibility within each interval. This paper introduces the concept of a continuous operating envelope for managing intra-interval fluctuations, delineating the range within which fluctuations remain manageable. We propose a parametric programming model to construct the envelope, represented as a polytope that accounts for both timescale and fluctuation dimensions. To address the computational challenges inherent in the parametric programming model, we develop a fast solution method to provide an approximated polytope. The approximated polytope, initially derived from lower-dimensional projections, represents a subset of the exact polytope that ensures operational feasibility. Additionally, we apply a polytope expansion strategy in the original dimensions to refine the approximated polytope, bringing the approximation closer to the exact polytope. Case studies on an illustrative 5-bus and a utility-scale 661-bus system demonstrate that the method effectively and stably provides a continuous operating envelope, particularly for high-dimensional problems.
维持持续的功率平衡是确保电力系统运行可行性的关键。然而,由于预测困难和计算限制,经济调度往往依赖于离散的区间范围,无法保证在每个区间内的可行性。本文引入了管理区间内波动的连续操作包络的概念,描述了波动保持可管理的范围。我们提出了一个参数规划模型来构建包络,表示为一个多面体,同时考虑了时间尺度和波动维度。为了解决参数规划模型固有的计算挑战,我们开发了一种快速求解方法来提供近似多面体。近似多面体,最初来源于低维投影,代表了确保操作可行性的精确多面体的子集。此外,我们在原始维度上应用多面体展开策略对逼近多面体进行细化,使逼近多面体更接近精确多面体。对一个5总线和一个公用事业规模的661总线系统的实例研究表明,该方法有效和稳定地提供了一个连续的运行包络,特别是对于高维问题。
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引用次数: 0
Frequency-Domain Adaptive Parametric Model Order Reduction Method for Oscillatory Stability Analysis on Multi-Converter-Fed Systems 多变馈系统振荡稳定性分析的频域自适应参数模型降阶方法
IF 5.7 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-27 DOI: 10.35833/MPCE.2024.000390
Xun Jiang;Meiqin Mao;Liuchen Chang;Bao Xie;Haijiao Wang;Nikos D. Hatziargyriou
The oscillatory stability analysis of multi-converter-fed systems (MCFSs) with modest computational resources needs a precise parametric reduced-order impedance model (PROIM). However, the traditional Krylov subspace based parametric model order reduction (KS-PMOR) method has difficulty in building precise PROIM for MCFSs. This is because the factors related to the errors of PROIM are complicated and coupled. To fill this gap, the factors associated with the accuracy of the KS-PMOR method are estimated by defining three indicators: the convergence error, cumulative error, and rank of projection matrix. Using the three indicators, a frequency-domain adaptive parametric model order reduction (FDA-PMOR) method is developed to form the precise PROIM of MCFSs for the accurate and fast oscillatory stability analysis. The accuracy of the obtained PROIM using the proposed FDA-PMOR method and its efficiency in actual oscillatory stability analysis are validated by three MCFSs with different scales, i. e., a small-scale MCFS with four paralleled converter-based renewable energy generators (CREGs), a real-time simulation-based MCFS with eighteen paralleled CREGs, and a larger MCFS with ninety paralleled CREGs.
计算资源有限的多变流器馈电系统的振荡稳定性分析需要精确的参数化降阶阻抗模型(PROIM)。然而,传统的基于Krylov子空间的参数化模型降阶(KS-PMOR)方法难以为mcfs建立精确的PROIM。这是因为与PROIM误差相关的因素是复杂和耦合的。为了填补这一空白,通过定义三个指标来估计与KS-PMOR方法精度相关的因素:收敛误差、累积误差和投影矩阵秩。利用这三个指标,建立了一种频域自适应参数模型降阶(FDA-PMOR)方法,形成mcfs的精确PROIM,用于精确、快速的振荡稳定性分析。通过3个不同规模的MCFS,即4台并联变流器可再生能源发电机(creg)的小型MCFS、18台并联可再生能源发电机(creg)的实时仿真MCFS和90台并联可再生能源发电机的大型MCFS,验证了基于FDA-PMOR方法获得的PROIM的准确性及其在实际振荡稳定性分析中的效率。
{"title":"Frequency-Domain Adaptive Parametric Model Order Reduction Method for Oscillatory Stability Analysis on Multi-Converter-Fed Systems","authors":"Xun Jiang;Meiqin Mao;Liuchen Chang;Bao Xie;Haijiao Wang;Nikos D. Hatziargyriou","doi":"10.35833/MPCE.2024.000390","DOIUrl":"https://doi.org/10.35833/MPCE.2024.000390","url":null,"abstract":"The oscillatory stability analysis of multi-converter-fed systems (MCFSs) with modest computational resources needs a precise parametric reduced-order impedance model (PROIM). However, the traditional Krylov subspace based parametric model order reduction (KS-PMOR) method has difficulty in building precise PROIM for MCFSs. This is because the factors related to the errors of PROIM are complicated and coupled. To fill this gap, the factors associated with the accuracy of the KS-PMOR method are estimated by defining three indicators: the convergence error, cumulative error, and rank of projection matrix. Using the three indicators, a frequency-domain adaptive parametric model order reduction (FDA-PMOR) method is developed to form the precise PROIM of MCFSs for the accurate and fast oscillatory stability analysis. The accuracy of the obtained PROIM using the proposed FDA-PMOR method and its efficiency in actual oscillatory stability analysis are validated by three MCFSs with different scales, i. e., a small-scale MCFS with four paralleled converter-based renewable energy generators (CREGs), a real-time simulation-based MCFS with eighteen paralleled CREGs, and a larger MCFS with ninety paralleled CREGs.","PeriodicalId":51326,"journal":{"name":"Journal of Modern Power Systems and Clean Energy","volume":"13 3","pages":"802-814"},"PeriodicalIF":5.7,"publicationDate":"2024-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10770089","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144139960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Distributionally Robust Optimization Scheduling Considering Distribution of Tie-Line Endpoints 考虑连接线端点分布的分布鲁棒优化调度
IF 6.1 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-27 DOI: 10.35833/MPCE.2024.000747
Minghao Guo;Hongjun Gao;Haifeng Qiu;Junyong Liu
As power systems scale up and uncertainties deepen, traditional centralized optimization approaches impose significant computation burdens on large-scale optimization problems, introducing new challenges for power system scheduling. To address these challenges, this study formulates a distributionally robust optimization (DRO) scheduling model that considers source-load uncertainty and is solved using a novel distributed approach that considers the distribution of tie-line endpoints. The proposed model includes a constraint related to the transmission interface, which consists of several tie-lines between two subsystems and is specifically designed to ensure technical operation security. In addition, we find that tie-line endpoints enhance the speed of distributed computation, leading to the development of a power system partitioning approach that considers the distribution of these endpoints. Further, this study proposes a distributed approach that employs an integrated algorithm of column-and-constraint generation (C&CG) and subgradient descent (IACS) to address the proposed model across multiple subsystems. A case study of two IEEE test systems and a practical provincial power system demonstrates that the proposed model effectively ensures system security. Finally, the scalability and effectiveness of the distributed approach in accelerating problem-solving are confirmed.
随着电力系统规模的扩大和不确定性的加深,传统的集中式优化方法给大规模优化问题带来了巨大的计算负担,给电力系统调度带来了新的挑战。为了解决这些挑战,本研究建立了一个考虑源负荷不确定性的分布式鲁棒优化(DRO)调度模型,并使用一种考虑联络线端点分布的新型分布式方法进行求解。该模型包含一个与传输接口相关的约束,该接口由两个子系统之间的几条联络线组成,并专门设计以确保技术运行安全。此外,我们发现联络线端点提高了分布式计算的速度,从而导致了考虑这些端点分布的电力系统划分方法的发展。此外,本研究提出了一种分布式方法,该方法采用列约束生成(C&CG)和亚梯度下降(IACS)的集成算法来跨多个子系统解决所提出的模型。通过对两个IEEE测试系统和一个实际的省级电力系统的实例研究表明,该模型有效地保证了系统的安全性。最后,验证了分布式方法在加速问题解决方面的可扩展性和有效性。
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引用次数: 0
Hybrid Frequency-domain Modeling and Stability Analysis for Power Systems with Grid-following and Grid-forming Converters 随网变流器和并网变流器电力系统混合频域建模与稳定性分析
IF 5.7 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-27 DOI: 10.35833/MPCE.2023.000842
Ni Liu;Hong Wang;Weihua Zhou;Jie Song;Yiting Zhang;Eduardo Prieto-Araujo;Zhe Chen
With the increase of the renewable energy generator capacity, the requirements of the power system for grid-connected converters are evolve, which leads to diverse control schemes and increased complexity of systematic stability analysis. Although various frequency-domain models are developed to identify oscillation causes, the discrepancies between them are rarely studied. This study aims to clarify these discrepancies and provide circuit insights for stability analysis by using different frequency-domain models. This study emphasizes the limitations of assuming that the transfer function of the self-stable converter does not have right half-plane (RHP) poles. To ensure that the self-stable converters are represented by a frequency-domain model without RHP poles, the applicability of this model of grid-following (GFL) and grid-forming (GFM) converters is discussed. This study recommends that the GFM converters with ideal sources should be represented in parallel with the $P/Q-theta/V$ admittance model rather than the V-I impedance model. Two cases are conducted to illustrate the rationality of the $P/Q-theta/V$ admittance model. Additionally, a hybrid frequency-domain modeling framework and stability criteria are proposed for the power system with several GFL and GFM converters. The stability criteria eliminates the need to check the RHP pole numbers in the non-passive subsystem when applying the Nyquist stability criterion, thereby reducing the complexity of stability analysis. Simulations are carried out to validate the correctness of the frequency-domain model and the stability criteria.
随着可再生能源发电机容量的增加,电力系统对并网变流器的要求也在不断提高,这就导致控制方案的多样化和系统稳定性分析的复杂性增加。虽然人们开发了各种频域模型来识别振荡原因,但很少研究它们之间的差异。本研究旨在澄清这些差异,并通过使用不同的频域模型为稳定性分析提供电路见解。本研究强调了假设自稳定转换器的传递函数没有右半平面(RHP)极点的局限性。为确保自稳定转换器由无 RHP 极点的频域模型表示,本研究讨论了该模型对电网跟随 (GFL) 和电网形成 (GFM) 转换器的适用性。本研究建议,具有理想源的 GFM 转换器应并联使用 $P/Q-theta/V$ 导纳模型,而不是 V-I 阻抗模型。通过两个案例说明了 $P/Q-theta/V$ 导纳模型的合理性。此外,还为具有多个 GFL 和 GFM 转换器的电力系统提出了混合频域建模框架和稳定性标准。在应用奈奎斯特稳定性准则时,该稳定性准则无需检查非无源子系统中的 RHP 极数,从而降低了稳定性分析的复杂性。通过仿真验证了频域模型和稳定性准则的正确性。
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引用次数: 0
Smallest Eigenvalues Based Logarithmic Derivative Method for Computing Dominant Oscillation Modes in Large-Scale Power Systems 基于最小特征值的对数导数法计算大型电力系统的主导振型
IF 5.7 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-27 DOI: 10.35833/MPCE.2024.000630
Linguang Wang;Xiaorong Xie;Wenkai Dong;Yong Mei;Aoyu Lei
With the rapid integration of renewable energy, wide-band oscillations caused by interactions between power electronic equipment and grids have emerged as one of the most critical stability issues. Existing methods are usually studied for local power systems with around one hundred nodes. However, for a large-scale power system with tens of thousands of nodes, the dimension of transfer function matrix or the order of characteristic equation is much higher. In this case, the existing methods such as eigenvalue analysis method and impedance-based method have difficulty in computation and are thus hard to utilize in practice. To fill this gap, this paper proposes a novel method named the smallest eigenvalues based logarithmic derivative (SELD) method. It obtains the dominant oscillation modes by the logarithmic derivative of the $k$-smallest eigenvalue curves of the sparse extended nodal admittance matrix (NAM). An oscillatory stability analysis tool is further developed based on this method. The effectiveness of the method and the tool is validated through a local power system as well as a large-scale power system.
随着可再生能源的快速并网,电力电子设备与电网相互作用引起的宽带振荡已成为最关键的稳定性问题之一。现有的方法通常针对100个节点左右的局部电力系统进行研究。然而,对于具有数万个节点的大型电力系统,传递函数矩阵的维数或特征方程的阶数要高得多。在这种情况下,现有的特征值分析法和基于阻抗的方法计算困难,难以在实际中应用。为了填补这一空白,本文提出了一种基于最小特征值的对数导数方法。通过对稀疏扩展节点导纳矩阵(NAM)的最小k个特征值曲线的对数导数,得到了主振型。在此基础上进一步开发了振荡稳定性分析工具。通过一个局部电力系统和一个大型电力系统验证了该方法和工具的有效性。
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引用次数: 0
Learning-Aided Collaborative Optimization of Power, Hydrogen, and Transportation Networks 电力、氢和交通网络的学习辅助协同优化
IF 5.7 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-27 DOI: 10.35833/MPCE.2024.000563
Sheng Chen;Hao Cheng;Si Lv;Zhinong Wei;Peiyue Li;Jiahui Jin
The gradual replacement of gasoline vehicles with electric vehicles (EVs) and hydrogen fuel cell vehicles (HFCVs) in recent years has provided a growing incentive for the collaborative optimization of power distribution network (PDN), urban transportation network (UTN), and hydrogen distribution network (HDN). However, an appropriate collaborative optimization framework that addresses the prevalent privacy concerns has yet to be developed, and a sufficient pool of system operators that can competently operate all three networks has yet to be obtained. This study proposes a differentiated taxation-subsidy mechanism for UTNs, utilizing congestion tolls and subsidies to guide the independent traffic flow of EVs and HFCVs. An integrated optimization model for this power-hydrogen-transportation network is established by treating these vehicles and the electrolysis equipment as coupling bridges. We then develop a learning-aided decoupling approach to determine the values of the coupling variables acting among the three networks to ensure the economic feasibility of collaborative optimization. This approach effectively decouples the network, allowing it to operate and be optimized independently. The results for a numerical simulation of a coupled system composed of a IEEE 33-node power network, 13-node Nguyen-Dupuis transportation network, and 20-node HDN demonstrate that the proposed learning-aided approach provides nearly equivalent dispatching results as those derived from direct solution of the physical models of the coupled system, while significantly improving the computational efficiency.
近年来,随着电动汽车(ev)和氢燃料电池汽车(HFCVs)的逐步取代汽油车,为配电网(PDN)、城市交通网络(UTN)和氢配网(HDN)的协同优化提供了越来越大的动力。然而,解决普遍存在的隐私问题的适当的协作优化框架尚未开发,并且尚未获得足够的系统操作员池,可以胜任操作所有三个网络。本研究提出了一种针对utn的差别化税收补贴机制,利用拥堵费和补贴来引导电动汽车和氢燃料汽车的独立交通流。将上述车辆与电解设备作为耦合桥梁,建立了动力-氢运输网络的集成优化模型。然后,我们开发了一种学习辅助解耦方法来确定在三个网络之间作用的耦合变量的值,以确保协同优化的经济可行性。这种方法有效地解耦了网络,使其能够独立运行和优化。对一个由IEEE 33节点电网、13节点Nguyen-Dupuis交通网络和20节点HDN组成的耦合系统进行了数值模拟,结果表明,所提出的学习辅助方法与直接求解耦合系统物理模型得到的调度结果几乎相当,同时显著提高了计算效率。
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引用次数: 0
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Journal of Modern Power Systems and Clean Energy
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