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2017 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)最新文献

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Multi-level control framework for enhanced flexibility of active distribution network 提高有源配电网灵活性的多级控制框架
N. Karthikeyan, Basanta Raj Pokhrel, J. Pillai, B. Bak‐Jensen
In this paper, the control objectives of future active distribution networks with high penetration of renewables and flexible loads are analyzed and reviewed. From a state of the art review, the important control objectives seen from the perspective of a distribution system operator are identified to be hosting capacity improvement, high reliable operation and cost effective network management. Based on this review and a state of the art review concerning future distribution network control methods, a multi-level control architecture is constructed for an active distribution network, which satisfies the selected control objectives and provides enhanced flexibility. The control architecture is supported by generation/load forecasting and distribution state estimation techniques to improve the controllability of the network. The multi-level control architecture consists of three levels of hierarchical control and an improved interface to the transmission system operator. The functions and the appropriate control methods to be used in each control level are described based on the state of the art review. A combined control action of these control layers is aimed for efficient co-ordination and management of the network assets at different voltage levels and geographical locations. The paper finally shows the applicability of the multi-level control architecture to some of the key challenges in the distribution system operation by relevant scenarios.
本文对未来具有高可再生能源渗透率和柔性负荷的有源配电网的控制目标进行了分析和评述。从最新的技术回顾来看,从配电系统运营商的角度来看,重要的控制目标是提高主机容量,高可靠性运行和经济有效的网络管理。在此基础上,结合对未来配电网控制方法的研究现状,对有源配电网构建了多级控制体系结构,该体系结构既满足所选控制目标,又提高了配电网的灵活性。该控制体系结构由发电/负荷预测和分布状态估计技术支持,以提高网络的可控性。多级控制体系结构由三级层次控制和改进的传输系统操作员接口组成。在每个控制级别中使用的功能和适当的控制方法基于现有技术的回顾进行了描述。这些控制层的联合控制行动旨在有效地协调和管理不同电压水平和地理位置的网络资产。文章最后通过相关的场景说明了多级控制体系结构对配电系统运行中的一些关键挑战的适用性。
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引用次数: 3
Scalable open source smart grid simulator (SGSim) 可扩展的开源智能电网模拟器(SGSim)
E. Ebeid, R. Jacobsen, F. Stefanni, D. Quaglia
The future smart power grid will consist of an unlimited number of smart devices that communicate with control units to maintain the grid's sustainability, efficiency, and balancing. In order to build and verify such controllers over a large grid, a scalable simulation environment is needed. This paper presents an open source smart grid simulator (SGSim). The simulator is based on open source SystemC Network Simulation Library (SCNSL) and aims to model scalable smart grid applications. SGSim has been tested under different smart grid scenarios that contain hundreds of thousands of households and appliances. By using SGSim, different smart grid control strategies and protocols can be tested, validated and evaluated in a scalable environment.
未来的智能电网将由无限数量的智能设备组成,这些智能设备与控制单元通信,以保持电网的可持续性、效率和平衡。为了在大型网格上构建和验证这种控制器,需要一个可扩展的仿真环境。本文提出了一个开源的智能电网模拟器(SGSim)。该模拟器基于开源的SystemC网络仿真库(SCNSL),旨在模拟可扩展的智能电网应用。SGSim已经在包含数十万家庭和设备的不同智能电网场景下进行了测试。通过使用SGSim,可以在可扩展的环境中测试、验证和评估不同的智能电网控制策略和协议。
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引用次数: 1
Implementing VVO with DER penetration 通过DER渗透实现VVO
W. Hartmann
Distributed Energy Resource (DER) continues to make inroads into our distribution systems. This paper explores the impact of DER on distribution Volt/VAr optimization (VVO). Presented is a novel method of coordinating on-load tapchanger (OLTC) to line capacitor (CAP) banks and active VAr regulating distributed energy resource (DER). OLTC controls are used on power transformers and station/line regulators. The novel OLTC control methodology uses VAR flow direction and magnitude to adjust voltage bandcenter to foster the correct choice of what elements should control voltage, the OLTC power transformers and regulators, or capacitors and active VAr regulating DER.
分布式能源(DER)继续进入我们的配电系统。本文探讨了DER对配电电压/无功优化(VVO)的影响。提出了一种将有载分接开关(OLTC)与线路电容器组(CAP)和有功无功调节分布式能源(DER)相协调的新方法。OLTC控制用于电力变压器和站/线路调节器。新颖的OLTC控制方法使用无功流量方向和大小来调整电压带中心,以促进正确选择应该控制电压的元件,OLTC电力变压器和稳压器,或电容器和有源无功调节DER。
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引用次数: 2
Leveraging smart grid technology and using microgrid as a vehicle to benefit DER integration 利用智能电网技术和微电网作为促进DER整合的工具
R. Das, V. Madani, A. Meliopoulos
Integrations of distributed energy resources (DERs), energy storage, and microgrid have introduced new challenges and opportunities for managing power system operation. Source and load control at the distribution level is quickly becoming a key requirement of this evolving system. Voltage regulation, frequency response baselining, anti-islanding, voltage ride through, and reactive margin support are amongst the technical challenges in the Smart Grid era. Microgrid can be used as a vehicle to integrate more DERs using asynchronous interconnection to the main ac grid. This approach helps to create frequency islands facilitating distributed frequency control and can be helpful in a grid with large scale renewable resources. Centralized protection and control (CPC) within a substation can provide a significant benefit in achieving this objective. This paper discusses the benefit of CPC, a smart grid technology, for more DER integration using microgrid as an important component of the solution.
分布式能源、储能和微电网的集成为电力系统运行管理带来了新的挑战和机遇。配电级的源和负载控制正迅速成为这一不断发展的系统的关键要求。电压调节、频率响应基线、抗孤岛、电压穿越和无功余量支持是智能电网时代的技术挑战之一。微电网可以作为一种载体,通过异步互连将更多的分布式电源集成到主交流电网中。这种方法有助于创建促进分布式频率控制的频率孤岛,并且可以帮助具有大规模可再生资源的电网。变电站内的集中保护和控制(CPC)可以为实现这一目标提供显著的好处。本文讨论了将微电网作为解决方案的重要组成部分,CPC(一种智能电网技术)对更多DER集成的好处。
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引用次数: 7
Synchrophasor data analytics in distribution grids 配电网同步相量数据分析
D. Arnold, C. Roberts, Omid Ardakanian, E. Stewart
The deployment of high-fidelity, high-resolution sensors in distribution systems will play a key role in enabling increased resiliency and reliability in the face of a changing generation landscape. In order to leverage the full potential of such a rich dataset, it is necessary to develop an analytics framework capable of both detecting and analyzing patterns within events of interest. This work details the foundation of such an infrastructure. Here, we present an algorithm for detecting events, in the form of edges in voltage magnitude time series data, and an approach for clustering sets of events to reveal unique features that distinguish different events from one another (e.g. capacitor bank switching from transformer tap changes). We test the proposed infrastructure on distribution synchrophasor data obtained from a utility in California over a one week period. Our results indicate that event detection and clustering of archived data reveals features unique to the operation of voltage regulation equipment. The chosen data set particularly highlights the value of the derivative of the localized voltage angle as a distinguishing feature.
面对不断变化的发电环境,在配电系统中部署高保真度、高分辨率传感器将在增强弹性和可靠性方面发挥关键作用。为了充分利用如此丰富的数据集的潜力,有必要开发一个能够检测和分析感兴趣事件中的模式的分析框架。这项工作详细介绍了这种基础设施的基础。在这里,我们提出了一种以电压幅度时间序列数据的边缘形式检测事件的算法,以及一种聚类事件集的方法,以揭示区分不同事件的独特特征(例如电容器组切换和变压器分接变化)。我们在加利福尼亚一家公用事业公司一周的时间内对所提议的基础设施进行了分布同步数据测试。我们的研究结果表明,事件检测和归档数据的聚类揭示了电压调节设备运行的独特特征。所选择的数据集特别突出了局部电压角的导数值作为一个显著特征。
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引用次数: 27
Moving target defense for securing smart grid communications: Architecture, implementation & evaluation 保护智能电网通信的移动目标防御:架构、实施和评估
Aswin Chidambaram Pappa, A. Ashok, G. Manimaran
Supervisory Control and Data Acquisition(SCADA) communications are often subjected to various sophisticated cyber-attacks mostly because of their static system characteristics, enabling an attacker for easier profiling of the target system(s) and thereby impacting the Critical Infrastructures(CI). In this Paper, a novel approach to mitigate such static vulnerabilities is proposed by implementing a Moving Target Defense (MTD) strategy in a power grid SCADA environment, leveraging the existing communication network with an end-to-end IP-Hopping technique among trusted peers. The main contribution involves the design and implementation of MTD Architecture on Iowa State's PowerCyber testbed for targeted cyber-attacks, without compromising the availability of a SCADA system and studying the delay and throughput characteristics for different hopping rates in a realistic environment. Finally, we study two cases and provide mitigations for potential weaknesses of the proposed mechanism. Also, we propose to incorporate port mutation to further increase attack complexity as part of future work.
监控和数据采集(SCADA)通信经常受到各种复杂的网络攻击,主要是因为其静态系统特性,使攻击者能够更容易地分析目标系统,从而影响关键基础设施(CI)。在本文中,通过在电网SCADA环境中实施移动目标防御(MTD)策略,利用现有通信网络与可信对等点之间的端到端ip跳变技术,提出了一种减轻此类静态漏洞的新方法。主要贡献包括在爱荷华州立大学PowerCyber测试平台上设计和实现MTD架构,以应对针对性的网络攻击,同时不影响SCADA系统的可用性,并研究了现实环境中不同跳频下的延迟和吞吐量特性。最后,我们研究了两个案例,并对所提议的机制的潜在弱点提供了缓解措施。此外,我们建议将端口突变作为未来工作的一部分,以进一步提高攻击复杂性。
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引用次数: 12
Using battery energy storage to reduce renewable resource curtailment 利用电池储能减少可再生资源的弃用
C. Root, H. Presume, D. Proudfoot, L. Willis, R. Masiello
This paper presents the results of a study done to determine the potential for energy storage systems to increase the output of renewable power generation and improve the performance of the power grid in northern Vermont. At present, a large amount of renewable energy generation, both wind and solar, is connected to the power transmission system in northern Vermont. At times and under certain conditions, limitations of capacity or operation of the transmission system in New England force curtailment in the operation of that renewable generation, so it produces less power than it could. Electrical energy storage can potentially improve this situation by allowing the renewable energy to be stored rather than curtailed, and then used at later times, when needed and when transmission constraints do not limit its use. The study looked at whether, and how, energy storage units of the appropriate type and size, installed at the right locations in the northern Vermont power grid, could both improve the situation and payback their cost.
本文介绍了一项研究的结果,该研究旨在确定能源存储系统在增加可再生能源发电产量和改善佛蒙特州北部电网性能方面的潜力。目前,大量的可再生能源发电,包括风能和太阳能,连接到佛蒙特州北部的输电系统。有时,在某些条件下,新英格兰输电系统的容量或运行的限制迫使可再生能源发电的运行减少,因此它产生的电力比它能产生的要少。电能存储可以潜在地改善这种情况,因为它允许可再生能源被储存起来,而不是被削减,然后在以后需要的时候使用,当传输限制不限制它的使用时。该研究着眼于在佛蒙特州北部电网的适当位置安装适当类型和大小的储能单元,是否以及如何既能改善这种情况又能收回成本。
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引用次数: 27
A data-driven analysis of capacitor bank operation at a distribution feeder using micro-PMU data 利用微pmu数据对配电馈线电容器组运行进行数据驱动分析
A. Shahsavari, M. Farajollahi, E. Stewart, A. V. Meier, L. Alvarez, Ed Cortez, Hamed Mohsenian Rad
In this paper, we conduct a data-driven experimental analysis on capacitor bank switching event at a distribution grid in Riverside, CA using data from two distribution level phasor measurement units, a.k.a, μPMUs. Of particular interest was to detect the capacitor bank switching events based on feeder-level and load-level μPMUs and thus eliminating the need to install separate sensors for the switched capacitor banks. In addition, the operational parameters of capacitor bank is investigated. Moreover, the dynamic effects of capacitor bank switching events is also considered through voltage and current synchrophasor data. This paper takes a first step in using μPMU data to conducting a detailed analysis of how different voltage-levels are affected by capacitor bank switching events in distribution systems.
本文利用两个配电级相量测量单元(μ pmu)的数据,对加州河滨市配电网的电容器组开关事件进行了数据驱动的实验分析。特别感兴趣的是基于馈线级和负载级μ pmu检测电容器组切换事件,从而消除了为切换电容器组安装单独传感器的需要。此外,对电容器组的工作参数进行了研究。此外,还通过电压和电流同步量数据考虑了电容器组开关事件的动态影响。本文首先利用μPMU数据详细分析了配电系统中电容器组切换事件对不同电压水平的影响。
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引用次数: 42
Sizing methodology for combined renewable energy systems 联合可再生能源系统的规模计算方法
Jaimie Swartz, A. Ghofrani, M. Jafari
In this work we develop a process to size the renewable energy system that can power a microgrid community. We begin by collecting the community's varying load, location dependent data, and commercially available generation types. According to rules of thumb and relevant physics equations, we then recommended the quantity and configuration of each generation component. Finally, we combine the design suggestions into a hybrid energy system that is simulated and analyzed in TRNSYS. Hence we have created a sizing methodology that determines the best configuration and type of generation components for a microgrid to achieve net-zero energy.
在这项工作中,我们开发了一个过程来衡量可再生能源系统的规模,该系统可以为微电网社区供电。我们首先收集社区的不同负载、位置相关数据和商业上可用的发电类型。根据经验法则和相关的物理方程,我们推荐了每一代组件的数量和配置。最后,我们将这些设计建议结合到一个混合能源系统中,并在TRNSYS中进行了仿真和分析。因此,我们创造了一种确定微电网最佳配置和发电组件类型的方法,以实现净零能耗。
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引用次数: 4
Smart contract-based campus demonstration of decentralized transactive energy auctions 基于智能合约的分布式交易能源拍卖校园示范
A. Hahn, Rajveer Singh, Chen-Ching Liu, Sijie Chen
Transactive energy paradigms will enable the exchange of energy from a distributed set of prosumers. While prosumers have access to distributed energy resources, these resources are intermittently available. There is a need for distributed markets to enable the exchange of energy in transactive environments, however, the large number of potential prosumers introduces challenges in the establishment of trust between prosumers. Markets for transactive environments create other challenges, such as establishing clearing prices for energy and exchanging money between prosumers. Blockchains provide a unique technology to address this distributed trust problem through the use of a distributed ledger, cryptocurrencies, and the execution of smart contracts. This paper introduces a smart contract that implements a transactive energy auction that operates without the need for a trusted entitys oversight. The auction mechanism implements a Vickrey second price auction, which guarantees bidders will submit honest bids. The contract is implemented on transactive agents on the WSU campus interacting with a 72kW PV array and the Ethereum blockchain. The contract is then used to execute auctions based on the energy from the the PV array and simulated building loads to demonstrate the auctions operations.
交互能源模式将使来自分布式产消者的能源交换成为可能。虽然产消者可以获得分布式能源,但这些资源是间歇性可用的。有必要建立分布式市场,以便在交易环境中进行能源交换,然而,大量潜在的产消者给产消者之间建立信任带来了挑战。交易环境的市场带来了其他挑战,例如建立能源的清算价格和在生产消费者之间交换货币。区块链提供了一种独特的技术,通过使用分布式账本、加密货币和执行智能合约来解决这种分布式信任问题。本文介绍了一种智能合约,它实现了一种无需可信实体监督的交易能源拍卖。拍卖机制实行维克里第二价格拍卖,保证竞标者提交诚实的出价。该合同是在华盛顿州立大学校园内与72kW光伏阵列和以太坊区块链交互的交互式代理上实施的。然后,该合同将用于根据光伏阵列的能量和模拟建筑负载执行拍卖,以演示拍卖操作。
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引用次数: 130
期刊
2017 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)
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