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2010 First IEEE International Conference on Smart Grid Communications最新文献

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Facilitating a Generic Communication Interface to Distributed Energy Resources: Mapping IEC 61850 to RESTful Services 促进分布式能源的通用通信接口:将IEC 61850映射到RESTful服务
Pub Date : 2010-11-04 DOI: 10.1109/SMARTGRID.2010.5622020
A. Pedersen, Einar Bragi Hauksson, P. B. Andersen, B. Poulsen, C. Traeholt, D. Gantenbein
As the power system evolves into a smarter and more flexible state, so must the communication technologies that support it. A key requirement for facilitating the distributed production of future grids is that communication and information are standardized to ensure interoperability. The IEC 61850 standard, which was originally aimed at substation automation, has been expanded to cover the monitoring and control of Distributed Energy Resources (DERs). By having a consistent and well- defined data model the standard enables a DER aggregator, such as a Virtual Power Plant (VPP), in communicating with a broad array of DERs. If the data model of IEC 61850 is combined with a set of contemporary web protocols, it can result in a major shift in how DERs can be accessed and coordinated. This paper describes how IEC 61850 can benefit from the REpresentational State Transfer (REST) service concept and how a server using these technologies can be used to interface with DERs as diverse as Electric Vehicles (EVs) and micro Combined Heat and Power (µCHP) units.
随着电力系统向更智能、更灵活的状态发展,支持它的通信技术也必须如此。促进未来电网分布式生产的一个关键要求是通信和信息标准化,以确保互操作性。IEC 61850标准最初旨在变电站自动化,现已扩展到涵盖分布式能源(DERs)的监测和控制。通过具有一致且定义良好的数据模型,该标准使DER聚合器(如虚拟发电厂(VPP))能够与广泛的DER阵列进行通信。如果将IEC 61850的数据模型与一组现代web协议结合起来,它可能会导致如何访问和协调DERs的重大转变。本文介绍了IEC 61850如何从具象状态传输(REST)服务概念中受益,以及使用这些技术的服务器如何用于与各种各样的DERs(如电动汽车(ev)和微型热电联产(µCHP)单元)进行接口。
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引用次数: 75
Towards a Framework for Cyber Attack Impact Analysis of the Electric Smart Grid 智能电网网络攻击影响分析框架研究
Pub Date : 2010-11-04 DOI: 10.1109/SMARTGRID.2010.5622049
D. Kundur, Xianyong Feng, Shan Liu, T. Zourntos, K. Butler-Purry
This paper presents a framework for cyber attack impact analysis of a smart grid. We focus on the model synthesis stage in which both cyber and physical grid entity relationships are modeled as directed graphs. Each node of the graph has associated state information that is governed by dynamical system equations that model the physics of the interaction (for electrical grid components) or functionality (for cyber grid elements). We illustrate how cause-effect relationships can be conveniently expressed for both analysis and extension to large-scale smart grid systems.
提出了一种智能电网网络攻击影响分析框架。我们专注于模型综合阶段,其中网络和物理网格实体关系都被建模为有向图。图中的每个节点都有相关的状态信息,这些状态信息是由动态系统方程控制的,这些方程为交互的物理(对于电网组件)或功能(对于网络网格元素)建模。我们说明了如何方便地表达因果关系,以便分析和扩展到大规模智能电网系统。
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引用次数: 184
On Wireless Sensors Communication for Overhead Transmission Line Monitoring in Power Delivery Systems 电力输送系统中架空输电线路监测的无线传感器通信研究
Pub Date : 2010-11-04 DOI: 10.1109/SMARTGRID.2010.5622059
K. Hung, W. Lee, V. Li, K. Lui, P. Pong, K. Wong, G. Yang, J. Zhong
The transmission of energy is monitored in the smart grid through deploying sensors in all the components, including the overhead transmission lines. There are many poles/towers supporting a long overhead transmission line. Naturally, sensors are deployed on the location close to the poles/towers on each span. Due to the limited transmission range of the wireless transceiver module of a sensor, researchers generally assume that data generated by a sensor have to be delivered to the substation through a set of sensors in-between. This results in a linear network model. In this paper, we first analyze the performance of this model in handling the traffics extracted from an existing testbed. We realize that the linear network model may not be sufficient to support future smart grid applications which may have diversified requirements on data delivery. We then study a new network model in which sensor/relay nodes can also communicate with other nodes using a wide area network such as the cellular network. In this new model, the network formed can be reconfigured based on the application requirements to deliver information to the substations efficiently and effectively.
在智能电网中,通过在包括架空输电线路在内的所有组件中部署传感器,对能量的传输进行监控。有许多杆塔支撑着一条长长的架空输电线路。当然,传感器被部署在每个跨度上靠近杆塔的位置。由于传感器无线收发模块的传输范围有限,研究人员通常认为传感器产生的数据必须通过中间的一组传感器传递到变电站。这就得到了一个线性网络模型。在本文中,我们首先分析了该模型在处理从现有测试平台提取的流量时的性能。我们意识到,线性网络模型可能不足以支持未来的智能电网应用,因为它可能对数据传输有多样化的要求。然后,我们研究了一种新的网络模型,其中传感器/中继节点也可以使用蜂窝网络等广域网与其他节点进行通信。在该模型中,所形成的网络可以根据应用需求进行重新配置,从而高效、有效地向变电站传递信息。
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引用次数: 76
Performance Analysis and Enhancements of Narrowband OFDM Powerline Communication Systems 窄带OFDM电力线通信系统的性能分析与改进
Pub Date : 2010-11-04 DOI: 10.1109/SMARTGRID.2010.5622070
I. Kim, B. Varadarajan, A. Dabak
We compare the performance of different powerline communication (PLC) systems under various realistic noise conditions, namely white noise, periodic impulsive noise in the time-domain, and narrowband co-channel interference. We base the study on narrowband (< 500 kHz) PLC based on OFDM in general, with specific focus on two prominent PLC industrial specifications for e-metering applications: PRIME and G3. From the simulation results, for white noise and for higher coding rates we find that the Reed Solomon (RS) outer code used in G3 yields significant gains, but can be improved by adapting the RS code rate to the packet size. For lower coding rates, we do not find significant advantage of adding RS coding. For time-domain impulsive noise, we find that the best performance-complexity tradeoff is obtained by choosing the interleaver size to be somewhere between one symbol (PRIME) and the entire packet (G3). Specifically, it is beneficial to choose an interleaver whose size is comparable to the AC lines period, which is the typically inter-burst duration of impulsive noise. For narrowband interference, both PRIME and G3 offer good performance, but PRIME is preferable because it achieves higher data rates by employing higher order modulation. The immunity to narrowband interference makes PRIME/G3 an attractive candidate for automotive charging applications.
我们比较了不同电力线通信(PLC)系统在各种实际噪声条件下的性能,即白噪声、时域周期脉冲噪声和窄带同信道干扰。我们一般基于OFDM的窄带(< 500 kHz) PLC进行研究,特别关注电子计量应用的两个突出的PLC工业规格:PRIME和G3。从仿真结果来看,对于白噪声和更高的编码率,我们发现G3中使用的里德·所罗门(RS)外码产生了显着的增益,但可以通过调整RS码率来改进数据包大小。对于较低的编码率,我们没有发现添加RS编码的显著优势。对于时域脉冲噪声,我们发现通过选择一个符号(PRIME)和整个数据包(G3)之间的交织器大小可以获得最佳的性能复杂度权衡。具体来说,选择与交流线路周期相当的交织器是有益的,交流线路周期是脉冲噪声的典型爆发间持续时间。对于窄带干扰,PRIME和G3都提供了良好的性能,但PRIME更可取,因为它通过采用高阶调制来实现更高的数据速率。对窄带干扰的抗免疫力使PRIME/G3成为汽车充电应用的有吸引力的候选者。
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引用次数: 39
Coordination and Control of Distributed Energy Resources for Provision of Ancillary Services 为辅助服务提供分布式能源的协调与控制
Pub Date : 2010-11-04 DOI: 10.1109/SMARTGRID.2010.5621991
A. Domínguez-García, C. Hadjicostis
This paper discusses the utilization of distributed energy resources on the distribution side of the power grid to provide a number of ancillary services. While the individual capability of these resources to provide grid support might be very small, their presence in large numbers in many distribution networks implies that, under proper control, they can collectively become an asset for providing ancillary services. An example is the power electronics interface of a photovoltaic array mounted in a residential building roof. While its primary function is to control active power flow, when properly controlled, it can also be used to provide reactive power. This paper develops and analyzes distributed control strategies to enable the utilization of these distributed resources for provision of grid support services. We provide a careful analysis of the applicability capabilities and limitations of each of these strategies. Several simulation examples are provided to illustrate the proposed approaches.
本文讨论了分布式能源在电网配电侧的利用,以提供一些辅助服务。虽然这些资源提供电网支持的单个能力可能非常小,但它们在许多配电网中的大量存在意味着,在适当的控制下,它们可以共同成为提供辅助服务的资产。一个例子是安装在住宅建筑屋顶的光伏阵列的电力电子接口。虽然它的主要功能是控制有功潮流,但如果控制得当,它也可以用来提供无功功率。本文开发并分析了分布式控制策略,使这些分布式资源能够用于提供网格支持服务。我们对每种策略的适用性、能力和局限性进行了仔细的分析。给出了几个仿真实例来说明所提出的方法。
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引用次数: 136
Residential Demand Response Using Reinforcement Learning 使用强化学习的住宅需求响应
Pub Date : 2010-11-04 DOI: 10.1109/SMARTGRID.2010.5622078
D. O'Neill, M. Levorato, A. Goldsmith, U. Mitra
We present a novel energy management system for residential demand response. The algorithm, named CAES, reduces residential energy costs and smooths energy usage. CAES is an online learning application that implicitly estimates the impact of future energy prices and of consumer decisions on long term costs and schedules residential device usage. CAES models both energy prices and residential device usage as Markov, but does not assume knowledge of the structure or transition probabilities of these Markov chains. CAES learns continuously and adapts to individual consumer preferences and pricing modifications over time. In numerical simulations CAES reduced average end-user financial costs from $16%$ to $40%$ with respect to a price-unaware energy allocation.
我们提出了一种新的住宅需求响应能源管理系统。该算法被命名为CAES,降低了住宅能源成本,并使能源使用更加平稳。CAES是一个在线学习应用程序,它隐式地估计未来能源价格和消费者决策对长期成本的影响,并计划住宅设备的使用。CAES将能源价格和住宅设备使用作为马尔可夫模型,但不假设这些马尔可夫链的结构或转移概率的知识。CAES不断学习并适应消费者的个人偏好和价格变化。在数值模拟中,CAES将最终用户的平均财务成本从16%美元降低到40%美元,这与价格无关的能源分配有关。
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引用次数: 291
CIM, 61850, COSEM Standards Used in a Model Driven Integration Approach to Build the Smart Grid Service Oriented Architecture CIM, 61850, COSEM标准在模型驱动集成方法中用于构建面向服务的智能电网体系结构
Pub Date : 2010-11-04 DOI: 10.1109/SMARTGRID.2010.5622088
P. Bredillet, E. Lambert, Eric Schultz
Abstract - The aim of this paper is to explain the technical choices that EDF R&D took and concrete building blocks that we are developing in order to build gradually a Smart Grid architecture in France and Europe. The technical choices regarding models are based on a model driven engineering approach relying on business information models like CIM (Common Information Model), 61850 and COSEM (Companion Specification for Energy Metering). The technical choices regarding architectures are based on Service Oriented Architecture. The paper illustrates what we are currently experimenting at EDF R&D and some methods or building blocks that we promote either at the level of European projects or at the IEC level.
摘要:本文的目的是解释EDF研发采取的技术选择和我们正在开发的具体构建模块,以便在法国和欧洲逐步建立智能电网架构。关于模型的技术选择基于模型驱动的工程方法,该方法依赖于业务信息模型,如CIM(公共信息模型)、61850和COSEM(能源计量配套规范)。关于体系结构的技术选择基于面向服务的体系结构。本文阐述了我们目前在EDF研发部门进行的实验,以及我们在欧洲项目或IEC层面推广的一些方法或构建模块。
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引用次数: 35
A Primary Evaluation for Applicability of IEC 62056 to a Next-Generation Power Grid IEC 62056对下一代电网适用性的初步评估
Pub Date : 2010-11-04 DOI: 10.1109/SMARTGRID.2010.5622019
T. Otani
We are developing a next-generation power grid in the low-carbon era, which operates and controls demandside equipment as well as that on the power generation and transmission sides. For these operations and controls, a computer unit, called a customer gateway in this paper, exchanges data with devices in customer premises and those in this grid. To ensure interoperability for communications with the customer gateway, a standard protocol such as IEC 62056 could be applied. The applicability of the latter for the customer gateway, however, remains to be ascertained. We specify the requirements for customer gateway communications in this paper. In addition, we show performance results measured using an experimental system with IEC 62056. Based on the requirements and results, we argue that IEC 62056 has no problem with respect to the transfer of data in bulk. In terms of latency, we must develop some methods to shorten the elapsed time and thus fulfill the requirements.
我们正在开发低碳时代的下一代电网,它不仅可以运行和控制发电和输电方面的设备,还可以运行和控制需求侧设备。对于这些操作和控制,计算机单元(本文称为客户网关)与客户场所中的设备和网格中的设备交换数据。为了确保与客户网关通信的互操作性,可以应用IEC 62056等标准协议。然而,后者对客户网关的适用性仍有待确定。本文明确了客户网关通信的要求。此外,我们还展示了使用IEC 62056实验系统测量的性能结果。根据要求和结果,我们认为IEC 62056在批量数据传输方面没有问题。在延迟方面,我们必须开发一些方法来缩短经过的时间,从而满足需求。
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引用次数: 9
Distributed Demand Management in Smart Grid with a Congestion Game 基于拥塞博弈的智能电网分布式需求管理
Pub Date : 2010-11-04 DOI: 10.1109/SMARTGRID.2010.5622091
C. Ibars, M. Navarro, L. Giupponi
In this paper we propose distributed load management in smart grid infrastructures to control the power demand at peak hours, by means of dynamic pricing strategies. The distributed solution that we propose is based on a network congestion game, which can be demonstrated to converge in a finite number of steps to a pure Nash equilibrium solution. We take advantage of the remarkable property of congestion games, according to which they are equivalent to potential games. We define a potential function characterized by a meaningful physical interpretation, so that we obtain the favorable result that the optimal local solution of each selfish consumer is also the solution of a global objective. We evaluate this approach for managing both the demand and the grid load and we show that load control can be effectively achieved implementing a distributed solution, which significantly reduce the signaling burden over the network.
本文提出在智能电网基础设施中采用分布式负荷管理,通过动态定价策略来控制高峰时段的电力需求。我们提出的分布式解决方案基于网络拥塞博弈,可以证明在有限的步骤中收敛到纯纳什均衡解。我们利用了拥塞博弈的显著特性,根据这一特性,拥塞博弈等价于潜在博弈。我们定义了一个具有有意义的物理解释特征的势函数,从而得到了每个自私消费者的局部最优解也是全局目标的解的有利结果。我们评估了这种管理需求和电网负载的方法,并表明负载控制可以有效地实现分布式解决方案,从而显着减少网络上的信令负担。
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引用次数: 222
Quality of Service Networking for Smart Grid Distribution Monitoring 面向智能电网配电监控的服务质量组网
Pub Date : 2010-11-04 DOI: 10.1109/SMARTGRID.2010.5622072
Wei Sun, Xiaojing Yuan, Jianping Wang, Dong Han, C. Zhang
In order to realize the Smart Grid vision, it is necessary to have guaranteed Quality of Service (QoS) for the communication and networking technology used in various stages of the Smart Grid, ranging from power generation, transmission, distribution, to the customer applications. The low cost wireless protocols such as Zigbee (using IEEE 802.15.4 defined physical and MAC layer) and Bluetooth (IEEE802.15.1) are especially useful for the power distribution system monitoring and customer applications. However, they do not support QoS and typically have a short propagation distance. In this paper, we propose to add the QoS into these low cost protocols by providing differentiated service for traffic of different priority at the MAC layer and use Zigbee as an example. Our analytical delay model and simulation results show that the proposed QoS enhancement can improve the delay and goodput of the network, thus ensuring the reliability, availability, and performance of a Smart Grid distribution monitoring and control.
为了实现智能电网的愿景,在智能电网的各个阶段,从发电、输电、配电到客户应用,都需要保证通信和网络技术的服务质量(QoS)。Zigbee(使用IEEE 802.15.4定义的物理层和MAC层)和蓝牙(IEEE802.15.1)等低成本无线协议对于配电系统监控和客户应用特别有用。但是,它们不支持QoS,并且通常具有较短的传播距离。本文提出在这些低成本协议中加入QoS,在MAC层对不同优先级的流量提供差异化服务,并以Zigbee为例。分析延迟模型和仿真结果表明,所提出的QoS增强可以改善网络的延迟和性能,从而保证智能电网配电监控的可靠性、可用性和性能。
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引用次数: 83
期刊
2010 First IEEE International Conference on Smart Grid Communications
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