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2014 North American Power Symposium (NAPS)最新文献

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Addressing cyber security for the oil, gas and energy sector 解决石油、天然气和能源领域的网络安全问题
Pub Date : 2016-12-01 DOI: 10.1109/SASG.2016.7849685
R. Rob, Tolga Tural, Gareth McLorn, Abdullahi O Sheikh, Ahmad Hassan
The rapid spread of cyber threats and attacks are forcing many organizations to rethink their cyber security policies and standards. The latest cyber-attacks are well structured, organized, vicious, destructive and exceptionally sophisticated. The new reality of relentless cyber-attacks is causing havoc at a high level within oil and energy companies. There is a great need for developing and establishing new processes and policies with which to train a new “tech savvy” generation of professionals; who can then create and implement solid, systematic and sound cyber security policies. Cyber defense standards cannot be achieved fast enough to deal with this evolving threat.
网络威胁和攻击的迅速蔓延迫使许多组织重新考虑其网络安全政策和标准。最近的网络攻击结构严密、有组织、恶毒、破坏性强,而且异常复杂。无情的网络攻击的新现实正在石油和能源公司高层造成严重破坏。非常需要制定和建立新的流程和政策,以培训新一代“精通技术”的专业人员;谁才能制定和实施坚实、系统和健全的网络安全政策。网络防御标准的制定速度不足以应对这一不断演变的威胁。
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引用次数: 2
Advanced models and algorithms for demand participation in electricity markets 电力市场需求参与的先进模型和算法
Pub Date : 2014-11-24 DOI: 10.1109/NAPS.2014.6965407
J. Iria, F. Soares, A. Madureira
This paper proposes a novel Energy Aggregator model responsible for managing the flexibility of low voltage customers in order to reduce electricity costs. The flexibility of the customers is represented by the availability of their controllable loads to reduce/increase power consumption. The flexible loads are managed according to the customers' preferences and the technical limitations of the flexible loads. The Energy Aggregator model developed includes an algorithm designed to manage customers' flexibility in quasi-real-time, with the objective of minimizing the deviations from the energy bought by the aggregator in the market. A scenario with 30 households located in a semi-urban area is used to illustrate the application of the algorithm and validate the proposed approach.
本文提出了一种新的能量聚合器模型,负责管理低压用户的灵活性,以降低电力成本。客户的灵活性由其可控负载的可用性来表示,以减少/增加功耗。根据客户的喜好和柔性负载的技术限制对柔性负载进行管理。所开发的能源聚合器模型包括一种算法,该算法旨在准实时地管理客户的灵活性,其目标是最小化与聚合器在市场上购买的能源的偏差。本文以位于半城市地区的30户家庭为例,说明了该算法的应用并验证了所提出的方法。
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引用次数: 4
Frequency domain simulation of fault transients in transmission lines including measurement transformers 包括测量变压器在内的输电线路故障暂态的频域仿真
Pub Date : 2014-11-24 DOI: 10.1109/NAPS.2014.6965356
Carlos M. Luna, P. Moreno, Julián Sotelo, A. Guzman
This paper presents the development of a computer program to analyze multiconductor transmission line fault transients including measurement transformers. The method used here is based on the Numerical Laplace Transform and the superposition principle. Two-port Admittance matrix representation of Non Homogeneous Transmission Lines and measurement transformer models are presented. The frequency domain simulation procedure is compared with results obtained from the commercial simulator PSCAD® (Power System Computer Aided Design).
本文介绍了一种用于分析包括测量变压器在内的多导体传输线故障暂态的计算机程序的开发。这里使用的方法是基于数值拉普拉斯变换和叠加原理。给出了非均匀输电线路的双端口导纳矩阵表示和测量变压器模型。频率域仿真程序与商业模拟器PSCAD®(电力系统计算机辅助设计)的结果进行了比较。
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引用次数: 2
Multi-objective optimization for reconfiguration and capacitor allocation in distribution systems 配电系统重构与电容器配置的多目标优化
Pub Date : 2014-11-24 DOI: 10.1109/NAPS.2014.6965364
D. P. Montoya, J. M. Ramirez, J. R. Zuluaga
This paper proposes a multi-objective optimization in conjunction with a minimal spanning tree (MST) to solve the reconfiguration problem in parallel with the optimal capacitor allocation. The proposed method is based on a combination of genetic algorithm and the Kruskal Algorithm. The reconfiguration problem is solved through the MST, embedded into a NSGA-II for solving the total problem. An appropriate selection of the fitness functions provides a solution that is able to reduce power loss and improve the voltage profile in the distribution network. To solve the problems, a multi-objective formulation based maximization of the annual savings, minimization of total power loss, and minimization of total voltage deviation on the buses is proposed. The comparative test performed on test systems has demonstrated the accuracy of the proposed algorithm.
本文提出了一种结合最小生成树(MST)的多目标优化方法来并行解决电容器最优分配的重构问题。该方法基于遗传算法和Kruskal算法的结合。重新配置问题通过MST解决,嵌入到NSGA-II中以解决总体问题。合适的适应度函数的选择提供了一种能够减少功率损耗和改善配电网电压分布的解决方案。为了解决这一问题,提出了一种基于年节电最大化、总功率损耗最小化和总电压偏差最小化的多目标公式。在测试系统上进行的对比测试证明了该算法的准确性。
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引用次数: 5
User interface for situational awareness of openPDC openPDC的态势感知用户界面
Pub Date : 2014-11-24 DOI: 10.1109/NAPS.2014.6965418
Nickolas Gellerman, P. Ranganathan, Ranganath Vallakati, Anupam Mukherjee
This paper uses complex phasor data (voltage, current and phase angle) from openPDC for situational awareness of the SmartGrid. Alarm notification features through E-mail and Short message service (SMS) on various parameters of Phasor Measurement Units (PMU) data has been developed in C# programming as an extension to the existing openPDC software functionalities. In addition, realtime display of PMU data based on the geographical locations of PMU is developed for openPDC software and is presented within a Google Maps-based Windows Forms application. The paper also discusses how to process the PMU data using a k-means clustering algorithm.
本文使用openPDC的复杂相量数据(电压、电流和相角)来实现智能电网的态势感知。通过电子邮件和短消息服务(SMS)对相量测量单元(PMU)数据的各种参数进行警报通知功能已经在c#编程中开发,作为现有openPDC软件功能的扩展。此外,基于PMU地理位置的PMU数据实时显示是为openPDC软件开发的,并在基于Google maps的Windows Forms应用程序中呈现。本文还讨论了如何使用k-均值聚类算法对PMU数据进行处理。
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引用次数: 4
Optimal storage sizing using two-stage stochastic optimization for intra-hourly dispatch 基于两阶段随机优化的小时内调度优化存储规模
Pub Date : 2014-11-24 DOI: 10.1109/NAPS.2014.6965384
K. Baker, G. Hug, Xin Li
With the increasing penetration of renewable energy sources into the electric power grid, a heightened amount of attention is being given to the topic of energy storage, a popular solution to account for the variability of these sources. Energy storage systems (ESS) can also be beneficial for load-levelling and peak-shaving, as well as reducing the ramping of generators. However, the optimal energy and power ratings for these devices is not immediately obvious. In this paper, the energy capacity and power rating of the ESS is optimized using two-stage stochastic optimization. In order to capture the wind and load variations in the different days throughout the year, it is advantageous to use a large number of scenarios. Optimizing generator outputs and storage decisions at the intra-hour level with a high number of scenarios will result in a very large optimization problem, and thus scenario reduction is employed. A relationship between the variance of the system price for each scenario and the optimal storage size determined for that scenario is shown. The correlation between these parameters allows for a natural clustering of similar scenarios. Scenario reduction is performed by exploiting this relationship in conjunction with centroid-linkage clustering, and stochastic optimization with the reduced number of scenarios is used to determine the optimal ESS size.
随着可再生能源越来越多地渗透到电网中,人们越来越关注能源储存这个话题,这是解决这些能源可变性的一种流行的解决方案。储能系统(ESS)也可以有利于负载均衡和调峰,以及减少发电机的斜坡。然而,这些设备的最佳能量和功率额定值并不是显而易见的。本文采用两阶段随机优化的方法对储能系统的容量和额定功率进行优化。为了捕捉全年不同天数的风和负荷变化,使用大量的场景是有利的。在具有大量场景的小时内水平优化发电机输出和存储决策将导致一个非常大的优化问题,因此采用场景缩减。显示了每个场景的系统价格差异与为该场景确定的最佳存储大小之间的关系。这些参数之间的相关性允许类似场景的自然聚类。通过将这种关系与质心链接聚类结合起来进行场景简化,并使用减少场景数量的随机优化来确定最佳ESS大小。
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引用次数: 19
Combined TACS-MODELS for Footing Tower Resistance considering ground ionization 考虑地面电离的基础塔电阻组合tac -模型
Pub Date : 2014-11-24 DOI: 10.1109/NAPS.2014.6965471
J. Morales, E. Orduña, R. Cabral, A. Bretas
Voltages produced by atmospheric discharges are considered the main causes of electric power outages. The study of atmospheric discharges should be analyzed and studied in order to make good insulator coordination. In this context, Footing Tower Resistance (FTR) is a crucial parameter in lightning strokes studies. FTR performance is variable with the time, thus their value is not constant. Therefore, it is necessary to visualize the impedance change when a lightning hits overhead lines. This paper presents a model implemented using Transient Analysis of Control Systems (TACS)-MODELS to determine the impedance value considering their non-linear performance. Taking the impedance value equation and considering the current value, the FTR value is estimated during contingency simulation. The model considers a threshold current value for ground ionization phenomena initiation. Results show that the proposed model is effective, emulating with high precision the non-linear ground resistance behavior.
大气放电产生的电压被认为是电力中断的主要原因。为了实现良好的绝缘子配合,必须对大气放电进行分析和研究。在这种情况下,立基塔阻力(FTR)是雷击研究中的一个重要参数。FTR性能随时间的变化而变化,因此它们的值不是恒定的。因此,有必要可视化雷电击中架空线路时的阻抗变化。本文提出了一种利用暂态控制系统分析(TACS)模型实现的模型,该模型考虑控制系统的非线性特性来确定阻抗值。根据阻抗值方程,考虑电流值,在偶然性仿真中估计出FTR值。该模型考虑了地面电离现象起始的阈值电流值。结果表明,该模型能较好地模拟非线性接地电阻行为。
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引用次数: 1
PMU based real-time short term voltage stability monitoring — Analysis and implementation on a real-time test bed 基于PMU的实时短期电压稳定监测——实时试验台的分析与实现
Pub Date : 2014-11-24 DOI: 10.1109/NAPS.2014.6965485
A. Reddy, Kerem Ekmen, V. Ajjarapu, U. Vaidya
Voltage stability plays major role in many blackout incidents. It has been recommended to develop online tools that can assess stability of the system and help in reducing the occurrence of large scale blackouts. This paper proposes a model free algorithm that can assess the short term voltage stability of the system in real time based on voltage measurements from PMU's. This approach uses simple calculations to determine the Lyapunov Exponent whose sign indicates the stability (negative) or instability (positive) of the system. This method is implemented in a real time cyber-physical test bed that is simulating the WECC 9 Bus system in RTDS that is interfaced with an SEL-421 PMU transmitting the voltage samples data over the Ethernet to OpenPDC which is interfaced to Matlab via a database. The setup is demonstrated and the algorithm is successful in detecting the stability of the system in real time.
电压稳定在许多停电事故中起着重要作用。有人建议开发在线工具,以评估系统的稳定性,并帮助减少大规模停电的发生。本文提出了一种基于PMU电压测量值实时评估系统短期电压稳定性的无模型算法。这种方法使用简单的计算来确定李雅普诺夫指数,其符号表示系统的稳定性(负)或不稳定性(正)。该方法在实时网络物理试验台上实现,该试验台模拟了RTDS中的wecc9总线系统,该系统与SEL-421 PMU接口,将电压采样数据通过以太网传输到OpenPDC, OpenPDC通过数据库与Matlab接口。该算法在实时检测系统稳定性方面取得了成功。
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引用次数: 10
Investigation on Volt-VAr control using CVR at various photovoltaic penetration levels 不同光伏渗透水平下CVR控制伏无功的研究
Pub Date : 2014-11-24 DOI: 10.1109/NAPS.2014.6965455
A. Rahimi, A. Cloninger, M. Zarghami, M. Vaziri
This paper deals with the study of Volt-VAr control using Conservation Voltage Reduction (CVR) in distribution feeders penetrated at various levels of photovoltaic (PV) systems. For several decades, the practice of CVR has been implemented in utilities and the reports indicate that such practices have resulted in annual energy savings up to a few percentages, depending on factors such as the nature of the loads, climate, geographical area, etc. With more penetration of renewable sources of energy, such as photovoltaic systems, questions arise on how Volt-VAr control using CVR can be impacted and/or improved. Furthermore, it is desired to understand the behavior of aggregated loads at the main substation of the distribution system in order to estimate the effectiveness of CVR. As such, an actual distribution feeder has been simulated at various PV penetration levels, with and without implementation of CVR, and its CVR factor density has been calculated using aggregated load modeling based on ZIP parameters. Our results indicate that the increase in PV generation weakens the constant power component of the aggregated load, thus increasing the CVR factor density.
本文研究了在光伏系统的各级配电馈线中采用守恒降电压(CVR)控制电压无功的问题。几十年来,CVR的实践已经在公用事业中实施,报告表明,根据负载的性质、气候、地理区域等因素,这种做法每年可节省高达几个百分比的能源。随着可再生能源(如光伏系统)的普及,如何影响和/或改进使用CVR的伏无功控制的问题出现了。此外,为了估计CVR的有效性,需要了解配电系统主变电站的聚合负荷行为。因此,本文模拟了一个实际的配电馈线在不同光伏渗透水平下,在有无实施CVR的情况下,并使用基于ZIP参数的聚合负载建模计算了其CVR因子密度。研究结果表明,光伏发电的增加削弱了总负荷的恒定功率部分,从而增加了CVR因子密度。
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引用次数: 8
Security assessment and enhancement using RBFNN with feature selection 基于特征选择的RBFNN安全性评估与增强
Pub Date : 2014-11-24 DOI: 10.1109/NAPS.2014.6965480
N. Srilatha, G. Yesuratnam
Secure operation of the power system in real time requires assessment of rapidly changing system conditions. Traditional security evaluation method involves running full load flow for each contingency, making it infeasible for real time application. This paper presents Radial Basis Function Neural Network (RBFNN) approach with feature selection for static security assessment and enhancement. The security of the system is assessed based on the intensity of contingencies. The necessary corrective control action to be taken in the event of insecure state is also proposed and the effect of this action has also been observed in order to enhance the security. RBFNN improves the response time compared to other neural networks. Feature selection of the input patterns is done to reduce the dimensionality to a large extent, maintaining the classification accuracy. This method is illustrated using New England 39 bus system.
电力系统的实时安全运行需要对快速变化的系统状况进行评估。传统的安全评估方法需要对每个突发事件运行满负荷流,不适合实时应用。提出了基于特征选择的径向基函数神经网络(RBFNN)静态安全评估与增强方法。系统的安全性是基于突发事件的强度来评估的。提出了在不安全状态下需要采取的纠正控制措施,并观察了该措施的效果,以提高系统的安全性。与其他神经网络相比,RBFNN提高了响应时间。输入模式的特征选择在很大程度上降低了维数,保持了分类的准确性。该方法以新英格兰39号公交系统为例进行了说明。
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引用次数: 2
期刊
2014 North American Power Symposium (NAPS)
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