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2016 IEEE Power and Energy Society General Meeting (PESGM)最新文献

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A comparative study on the Prony analysis and the ERA for modal analysis 模态分析中proony分析法与ERA分析法的比较研究
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741262
Meng Jia, N. Zhou, B. Amidan
The Prony analysis has been considered as a standard method for estimating oscillation modes using ringdown responses in a power grid. Extensive studies have been done to find its optimal performance conditions, but the comparisons between the Prony analysis and other modal analysis approaches from a user perspective are insufficient. This paper compares the performance of two modal analysis methods, i.e., the eigensystem realization algorithm (ERA) and the Prony analysis. Their performances are compared using a simple model and a 16-machine model. The influence of the parameters, such as the model order, the decimation factor, and signal-noise-ratio (SNR), on the modes' estimation accuracy is evaluated. Because of the randomness of noise, the Monte Carlo (MC) method is used to evaluate estimation accuracy. The median absolute deviation (MAD) is used as a metric for comparing the estimation errors. It is shown that the ERA has more preferred features than the Prony analysis in estimating power system modes.
proony分析已被认为是利用电网的衰荡响应估计振荡模态的标准方法。为了找到其最佳性能条件,已经进行了大量的研究,但是从用户的角度比较proony分析和其他模态分析方法是不够的。本文比较了特征系统实现算法(ERA)和proony分析两种模态分析方法的性能。用简单模型和16机模型比较了它们的性能。分析了模型阶数、抽取因子、信噪比等参数对模态估计精度的影响。由于噪声的随机性,采用蒙特卡罗(MC)方法来评估估计精度。中位数绝对偏差(MAD)被用作比较估计误差的度量。结果表明,相对于proony分析,ERA在估计电力系统模式方面具有更多的优选特征。
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引用次数: 2
Frequency control for weak AC grid connected to wind farm and LCC-HVDC system: Modeling and stability analysis 弱交流并网风电场和lc - hvdc系统的频率控制:建模和稳定性分析
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741741
Jagdeep Kaur, Amirthagunaraj Yogarathinam, N. Chaudhuri
Interconnection of DFIG-based wind farms with LCC-HVDC is challenging for very weak AC systems. This work focuses on establishing a modeling and control design framework to analyze frequency dynamics in such systems. To that end, an averaged model of the DFIG-based wind farm connected to LCC-HVDC system has been developed where grid frequency control is used to regulate the HVDC rectifier firing angle. This paper analyzes the effect of low Effective Short Circuit Ratio (ESCR) and the Effective DC Inertia Constant Hdc on the stability of the system. A systematic design process of the frequency controller parameters reveals a negative interaction between the generator speed-HVDC PLL-frequency controller mode and the DFIG-GSC controller mode.
对于非常弱的交流系统,基于dfig的风电场与LCC-HVDC的互联是具有挑战性的。本工作的重点是建立一个建模和控制设计框架来分析这种系统的频率动力学。为此,建立了基于dfig的风电场与lc -HVDC系统连接的平均模型,其中电网频率控制用于调节HVDC整流器发射角。本文分析了低有效短路比(ESCR)和有效直流惯性常数Hdc对系统稳定性的影响。通过对变频器参数的系统设计,发现发电机转速-高压直流锁相环-变频调速模式与DFIG-GSC控制器模式之间存在负交互作用。
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引用次数: 7
Price-based demand response of energy storage resources in commercial buildings 基于价格的商业建筑储能资源需求响应
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741229
Young-Jin Kim, L. Norford
This paper presents a closed-loop model in which commercial building aggregators (CBAs) minimize their operating costs in a wholesale electricity market, considering wind power uncertainties that are modeled as contingencies using a set of forecast error scenarios. Specifically, the CBAs determine the optimal energy consumption and reserve deployment of variable speed heat pumps (VSHPs) and plug-in electric vehicles (PEVs) in response to locational marginal prices (LMPs). A two-stage stochastic optimization problem is formulated to model the price-based demand response (DR) of the CBAs. Simulated case studies are performed to estimate variation in the operational costs of the CBAs under various conditions, as determined by the room temperature control methods and the building energy storage resource penetrations.
本文提出了一个闭环模型,在该模型中,商业建筑集成商(cba)在批发电力市场中最大限度地降低其运营成本,并考虑了风力发电的不确定性,这些不确定性被建模为使用一组预测误差情景的偶然性。具体而言,cba根据位置边际价格(LMPs)确定变速热泵(VSHPs)和插电式电动汽车(pev)的最佳能耗和储备部署。提出了一个两阶段随机优化问题来对基于价格的需求响应进行建模。进行了模拟案例研究,以估计cba在不同条件下的运行成本变化,这取决于室温控制方法和建筑储能资源的渗透率。
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引用次数: 2
A mathematical model for strategic generation expansion planning 战略发电扩展规划的数学模型
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741960
Y. Tohidi, M. Hesamzadeh
This paper proposes a mathematical model for strategic generation expansion planning problem. The model is developed based on the the simultaneous-move game between Gencos. Gencos investment decisions are passed to the dispatch center which decides about the production level in operating scenarios considered. Using Karush-Kuhn-Tucker conditions (KKTs) and disjunctive linearization, the model is formulated as a mixed-integer linear program (MILP). The concepts of worst Nash equilibrium (WNE) and best Nash equilibrium (BNE) are introduced to handle multiple NE problem. The impact of uncertainty (scenarios) on equilibria band, i.e., the difference between WNE and BNE is discussed. The developed model is simulated on illustrative 2-node and 3-node example systems and also on IEEE-RTS96 test system.
本文提出了战略发电扩展规划问题的数学模型。该模型是基于电力公司之间的同时移动博弈建立的。发电公司的投资决策传递给调度中心,调度中心决定所考虑的运行方案中的生产水平。利用Karush-Kuhn-Tucker条件(KKTs)和析取线性化,将该模型表述为一个混合整数线性规划(MILP)。引入了最坏纳什均衡(WNE)和最佳纳什均衡(BNE)的概念来处理多个纳什均衡问题。讨论了不确定性(情景)对平衡带的影响,即WNE和BNE之间的差异。在2节点和3节点实例系统以及IEEE-RTS96测试系统上对所建立的模型进行了仿真。
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引用次数: 3
Control and coordination of frequency responsive residential water heaters 频率响应式住宅热水器的控制与协调
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741391
T. Williams, K. Kalsi, M. Elizondo, L. Marinovici, R. Pratt
Demand-side frequency control can complement traditional generator controls to maintain the stability of large electric systems in the face of rising uncertainty and variability associated with renewable energy resources. This paper presents a hierarchical frequency-based load control strategy that uses a supervisor to flexibly adjust control gains that a population of end-use loads respond to in a decentralized manner to help meet the NERC BAL-003-1 frequency response standard at both the area level and interconnection level. The load model is calibrated and used to model populations of frequency-responsive water heaters in a PowerWorld simulation of the U.S. Western Interconnection (WECC). The proposed design is implemented and demonstrated on physical water heaters in a laboratory setting. A significant fraction of the required frequency response in the WECC could be supplied by electric water heaters alone at penetration levels of less than 15%, while contributing to NERC requirements at the interconnection and area levels.
需求侧频率控制可以补充传统的发电机控制,以在面对与可再生能源相关的不确定性和可变性增加时保持大型电力系统的稳定性。本文提出了一种基于频率的分层负载控制策略,该策略使用监督器灵活调整控制增益,以分散的方式响应最终用途负载,以帮助在区域级和互联级满足NERC BAL-003-1频率响应标准。负载模型经过校准,并用于PowerWorld模拟美国西部电网(WECC)中的频率响应热水器群体模型。所提出的设计在实验室环境下的物理热水器上进行了实施和演示。在渗透水平低于15%的情况下,WECC所需频率响应的很大一部分可以由电热水器单独提供,同时有助于互联和区域水平的NERC要求。
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引用次数: 14
Supervisory system for a wide area damping controller using PDCI modulation and real-time PMU feedback 采用PDCI调制和PMU实时反馈的广域阻尼控制器监控系统
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741594
B. Pierre, Ryan T. Elliott, D. Schoenwald, J. Neely, R. Byrne, D. Trudnowski, James Colwell
This paper describes a control scheme to mitigate inter-area oscillations through active damping. The control system uses real-time phasor measurement unit (PMU) feedback to construct a commanded power signal to modulate the flow of real power over the Pacific DC Intertie (PDCI) located in the western North American Power System (wNAPS). A hardware prototype was constructed to implement the control scheme. To ensure safe and reliable performance, the project integrates a supervisory system to ensure the controller is operating as expected at all times. A suite of supervisory functions are implemented across three hardware platforms. If any controller mal-function is detected, the supervisory system promptly disables the controller through a bumpless transfer method. This paper presents a detailed description of the control scheme, simulation results, the bumpless transfer method, and a redundancy and diversity method in the selection of PMU signals for feedback. This paper also describes in detail the supervisory system implemented to ensure safe and reliable damping performance of the real-time wide area damping controller.
本文描述了一种通过主动阻尼来缓解区域间振荡的控制方案。该控制系统使用实时相量测量单元(PMU)反馈来构建一个指令功率信号,以调制位于北美西部电力系统(wNAPS)的太平洋直流Intertie (PDCI)上的实际功率流。构建了硬件原型来实现控制方案。为了确保安全可靠的性能,该项目集成了一个监控系统,以确保控制器在任何时候都按预期运行。在三个硬件平台上实现了一套监控功能。如果检测到控制器功能异常,监控系统会及时通过无颠簸传输的方式使控制器失效。本文详细介绍了控制方案、仿真结果、无碰撞传输方法以及PMU信号选择的冗余分集方法。本文还详细介绍了为保证实时广域阻尼控制器阻尼性能安全可靠而实施的监控系统。
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引用次数: 27
A frequency based short-term reliability index considering feedback control constraints and renewable energy source incorporation 考虑反馈控制约束和可再生能源纳入的基于频率的短期可靠性指标
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7742015
K. A. Agyeman, Sekyung Han, Ryo Umezawa
In this work, we provide a new short-term reliability index that accounts for practical grid properties. The proposed index addresses the system frequency reliability and controllability of the grid and its deviation over a short time period. In the formulation, demand, renewable source, battery and generators are incorporated in stochastic manner. Using the equilibrium of demand and supply, and the physical constraints of automatic generation control (AGC), a model is developed, from which the system frequency distribution is obtained. From the contrived system frequency statistical function, referred to as Frequency Reliability Distribution Function (FRDF), various criteria can be developed for short-term reliability. The developed FRDF along with the pertaining metrics are utilized for some case studies with IEEE reliability test system.
在这项工作中,我们提供了一个新的短期可靠性指标,该指标考虑了实际的网格特性。该指标解决了电网系统频率可靠性、可控性及其短时偏差的问题。在公式中,需求、可再生能源、电池和发电机以随机方式纳入。利用需求和供给的均衡以及自动发电控制的物理约束,建立了系统频率分布模型。从人为的系统频率统计函数,称为频率可靠性分布函数(FRDF),可以制定各种标准的短期可靠性。所开发的FRDF以及相关指标被用于IEEE可靠性测试系统的一些案例研究。
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引用次数: 1
A fault detection method for DC lines in VSC-HVDC system based on current correlation 基于电流相关性的直流直流线路故障检测方法
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741687
Jian Liu, N. Tai, C. Fan, Shi Chen, Pan Wu
High-voltage direct current system based on voltage source converters (VSC-HVDC) is widely recognized as a feasible solution to cope with increasing electricity demand and integrate renewable energy sources. One of the most important issues still to be addressed is the protection of the system under DC line fault, especially for the situations using overhead lines due to higher fault frequency. This paper proposes a new fault detection method for DC line in VSC-HVDC system using the correlation of currents at DC-link capacitor branch and DC line end. In this approach, Pearson correlation coefficient is used to measure the correlation. Fault detection can be achieved easily by calculating the Pearson correlation coefficients at both ends of DC line. Simulation results using PSCAD/EMTDC demonstrate that the proposed method is able to detect the DC line fault with high selectivity and high robustness to fault resistance and noise, and it is suitable for multi-terminal VSC-HVDC system.
基于电压源变换器的高压直流系统(VSC-HVDC)被广泛认为是应对日益增长的电力需求和整合可再生能源的可行方案。直流线路故障下的系统保护是目前需要解决的重要问题之一,特别是在使用架空线路的情况下,由于故障频率较高。本文提出了一种利用直流电容支路与直流线路端电流的相关性对直流线路进行故障检测的新方法。在这种方法中,使用Pearson相关系数来衡量相关性。通过计算直流线路两端的Pearson相关系数,可以很容易地实现故障检测。基于PSCAD/EMTDC的仿真结果表明,该方法对直流线路故障的检测具有较高的选择性和对故障电阻和噪声的鲁棒性,适用于多端直流直流系统。
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引用次数: 5
Hybrid MAS Fault Location, Isolation, and Restoration for smart distribution system with Microgrids 微电网智能配电系统的混合MAS故障定位、隔离与恢复
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741213
S. Chouhan, F. Mohammadi, A. Feliachi, J. Solanki, M. Choudhry
A hybrid Multi Agent System (MAS) Fault Location, Isolation, and Restoration (FLIR) solution has been proposed in this paper that uses both centralized and decentralized concepts to accomplish FLIR on distribution feeders with Microgrids. The main objective of the MAS is to locate and isolate the fault and then automatically reenergize un-faulted portions of feeders while maintaining system constraints like voltage limits and loading levels. The proposed MAS architecture exploits key features of agent technology where the fault detection is accomplished autonomously by agents and fault restoration is achieved by coordinated agent communications. The proposed MAS concept is designed to be implemented on few circuits in the territory of local utility, Mon Power, under the efforts of a Department of Energy (DOE) demonstration project named West Virginia Super Circuit (WVSC). The real distribution network is simulated in CYMDIST and Matlab/Simpower whereas the MAS is modeled using Matlab S-functions.
本文提出了一种混合多智能体系统(MAS)故障定位、隔离和恢复(FLIR)解决方案,该方案采用集中式和分散式两种概念来实现微电网配电馈线的故障定位、隔离和恢复。MAS的主要目标是定位和隔离故障,然后自动为馈线的非故障部分重新供电,同时保持系统限制,如电压限制和负载水平。所提出的MAS体系结构利用了agent技术的关键特征,其中故障检测由agent自主完成,故障恢复通过协调的agent通信实现。在美国能源部(DOE)名为西弗吉尼亚超级电路(WVSC)的示范项目的努力下,拟议的MAS概念旨在在当地公用事业公司Mon Power的少数电路上实施。实际配电网采用CYMDIST和Matlab/Simpower进行仿真,MAS采用Matlab s函数进行建模。
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引用次数: 7
Modeling of wind parks in multiphase load flow solver with augmented Jacobian matrix formulation 基于增广雅可比矩阵的多相潮流求解器风电场建模
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7742021
B. Cetindag, T. Kauffmann, I. Kocar
In this paper, a systematic modeling approach is established to represent Type-IV wind turbine generators (WTGs) in multiphase and unbalanced load flow analysis. The proposed modeling technique is developed using modified augmented nodal analysis (MANA) formulation. The constraints on the sequence components of the injected currents from WTGs are integrated to the multiphase load flow equations which are formulated using Newton's method. The proposed model for WTGs performs well under unbalanced conditions. The comparisons are performed using realistic and detailed Electromagnetic Transients-type (EMT-type) WTG models.
本文建立了在多相不平衡负荷流分析中对ⅳ型风力发电机组进行系统建模的方法。所提出的建模技术是利用改进的增广节点分析(MANA)公式开发的。将水轮机注入电流序列分量的约束条件集成到用牛顿法建立的多相负荷流方程中。该模型在不平衡条件下表现良好。比较使用真实和详细的电磁瞬变型(EMT-type) WTG模型。
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引用次数: 0
期刊
2016 IEEE Power and Energy Society General Meeting (PESGM)
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