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2014 IEEE International Conference on Smart Grid Communications (SmartGridComm)最新文献

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PUF and ID-based key distribution security framework for advanced metering infrastructures 用于高级计量基础设施的PUF和基于id的密钥分发安全框架
Pub Date : 2014-11-01 DOI: 10.1109/SmartGridComm.2014.7007768
Vahe Seferian, R. Kanj, A. Chehab, A. Kayssi
A major challenge for advanced metering infrastructures is to achieve secure, scalable and efficient communication system between meters and the utility. Traditional identity-based cryptosystems offer scalability and security but can be computationally expensive and are complicated when it comes to private key distribution. In this paper we propose a framework based on merging physical unclonable functions (PUFs) and ID-based authentication that combines the benefits of symmetric-key cryptography with identity based cryptosystems and eliminates the risk for key compromise on the hardware level. The PUF enables meter-to-utility security at the application layer as well as secure handling of the ID-based keys. The framework relies on ID-based non-interactive key distribution mechanism to enable hop-by-hop authentication at the link layer thereby prohibiting unauthenticated packets from overloading the network. We simulated the proposed framework using an event driven network simulator in the context of wireless AMI mesh networks. The results show that our methodology is able to thwart a DoS attack by eliminating packet drops and reducing the average packet latency by 8-14×.
先进的计量基础设施面临的主要挑战是在电表和公用事业之间实现安全、可扩展和高效的通信系统。传统的基于身份的密码系统提供可伸缩性和安全性,但在计算上可能很昂贵,并且在私钥分发方面很复杂。在本文中,我们提出了一个基于物理不可克隆功能(puf)和基于id的身份验证合并的框架,该框架结合了对称密钥加密与基于身份的密码系统的优点,并消除了硬件层面上密钥泄露的风险。PUF支持应用层从表到实用程序的安全性,以及对基于id的密钥的安全处理。该框架依靠基于id的非交互密钥分发机制在链路层实现逐跳身份验证,从而防止未经身份验证的数据包使网络过载。我们使用事件驱动网络模拟器在无线AMI网状网络环境中模拟了所提出的框架。结果表明,我们的方法能够通过消除数据包丢失并将平均数据包延迟减少8-14倍来阻止DoS攻击。
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引用次数: 11
Controller-aware false data injection against programmable logic controllers 针对可编程逻辑控制器的控制器感知错误数据注入
Pub Date : 2014-11-01 DOI: 10.1109/SmartGridComm.2014.7007754
Stephen E. McLaughlin, S. Zonouz
Control systems rely on accurate sensor measurements to safely regulate physical processes. In False Data Injection (FDI) attacks, adversaries inject forged sensor measurements into a control system in hopes of misguiding control algorithms into taking dangerous actions. Traditional FDI attacks mostly require adversaries to know the full system topology, i.e., hundreds or thousands of lines and buses, while having unpredictable consequences. In this paper, we present a new class of FDI attacks directly against individual Programmable Logic Controllers (PLCs), which are ubiquitous in power generation and distribution. Our attack allows the adversary to have only partial information about the victim subsystem, and produces a predictable malicious result. Our attack tool analyzes an I/O trace of the compromised PLCs to produce a set of inputs to achieve the desired PLC outputs, i.e., the system behavior. It proceeds in two steps. First, our tool constructs a model of the PLC's internal logic from the I/O traces. Second, it searches for a set of inputs that cause the model to calculate the desired malicious behavior. We evaluate our tool against a set of representative control systems and show that it is a practical threat against insecure sensor configurations.
控制系统依靠精确的传感器测量来安全地调节物理过程。在虚假数据注入(FDI)攻击中,攻击者将伪造的传感器测量值注入控制系统,希望误导控制算法采取危险行动。传统的FDI攻击大多需要对手知道完整的系统拓扑,即数百或数千条线路和总线,同时具有不可预测的后果。在本文中,我们提出了一类新的直接针对单个可编程逻辑控制器(plc)的FDI攻击,这些控制器在发电和配电中无处不在。我们的攻击只允许攻击者获得有关受害子系统的部分信息,并产生可预测的恶意结果。我们的攻击工具分析受损PLC的I/O跟踪,以产生一组输入,以实现所需的PLC输出,即系统行为。它分两步进行。首先,我们的工具根据I/O轨迹构建PLC的内部逻辑模型。其次,它搜索一组输入,使模型计算所需的恶意行为。我们针对一组具有代表性的控制系统评估了我们的工具,并表明它是针对不安全传感器配置的实际威胁。
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引用次数: 20
Role of communication on the convergence rate of fully distributed DC optimal power flow 通信对全分布式直流最优潮流收敛速率的影响
Pub Date : 2014-11-01 DOI: 10.1109/SmartGridComm.2014.7007620
J. Mohammadi, G. Hug, S. Kar
In a grid with highly distributed resources, an effective distributed algorithm for solving Optimal Power Flow (OPF) will result in efficient resource allocation across the system. This paper investigates the impact of communication on the performance of a fully distributed DC OPF algorithm, which solves the first order optimality conditions through an iterative process. In this distributed algorithm, at each iteration, every bus exchanges information with its physically connected neighboring buses and updates the local variables by evaluating a simple function. This paper suggests that sharing additional information between buses without physical connections across the system can speed up the convergence of the algorithm. A key aspect is the constrained selection of these additional communication links and the effective integration of this information in the update of the local variables which is the focus of this paper. A proof of concept is given using the IEEE-118 bus test system as a test case.
在资源高度分布的电网中,有效的分布式最优潮流求解算法将实现系统资源的高效分配。本文研究了通信对全分布式DC OPF算法性能的影响,该算法通过迭代求解一阶最优性条件。在这种分布式算法中,在每次迭代中,每个总线与其物理连接的相邻总线交换信息,并通过计算一个简单函数来更新局部变量。本文提出在系统内不需要物理连接的总线之间共享附加信息可以加快算法的收敛速度。一个关键的方面是这些额外的通信链路的约束选择和有效整合这些信息在局部变量的更新,这是本文的重点。以IEEE-118总线测试系统为例,给出了概念验证。
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引用次数: 23
Feasibility study of utilizing mobile communications for Smart Grid applications in urban area 移动通信在城市智能电网应用中的可行性研究
Pub Date : 2014-11-01 DOI: 10.1109/SmartGridComm.2014.7007686
S. Horsmanheimo, Niwas Maskey, L. Tuomimäki
A reliable and resilient wireless communication technology is needed for Smart Grids. The chosen technology should enable seamless communication between grid devices, applications, consumers, and operators. In addition, it should guarantee adequate network resources for smart grid functions by fulfilling bandwidth, availability, QoS, and latency requirements. Energy companies have been seeking for a cost-effective and reliable communication technology to support their grid automation and control. Evolved cellular technologies, like LTE, have been found compelling, because they offer low latency, high throughput, commercial advantages of a global standard ecosystem, cost effective solutions in comparison to dedicated communication infrastructures, and rapid deployment. This paper presents the results of a feasibility study of using commercial networks, namely GSM, UMTS and LTE, for the remote control of medium voltage electric distribution networks.
智能电网需要可靠、弹性的无线通信技术。所选择的技术应该支持网格设备、应用程序、使用者和运营商之间的无缝通信。此外,它应该通过满足带宽、可用性、QoS和延迟需求来保证智能电网功能有足够的网络资源。能源公司一直在寻求一种经济可靠的通信技术来支持他们的电网自动化和控制。演进的蜂窝技术,如LTE,已经被发现具有吸引力,因为它们提供低延迟、高吞吐量、全球标准生态系统的商业优势、与专用通信基础设施相比具有成本效益的解决方案以及快速部署。本文介绍了利用GSM、UMTS和LTE商用网络对中压配电网进行远程控制的可行性研究结果。
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引用次数: 11
A physical overlay framework for insider threat mitigation of power system devices 缓解电力系统设备内部威胁的物理覆盖框架
Pub Date : 2014-11-01 DOI: 10.1109/SmartGridComm.2014.7007774
David Formby, Sangjoon Jung, Seth Walters, R. Beyah
Nearly every aspect of modern life today, from businesses, transportation, and healthcare, depends on the power grid operating safely and reliably. While the recent push for a “Smart Grid” has shown promise for increased efficiency, security has often been an after-thought, leaving this critical infrastructure vulnerable to a variety of cyber attacks. For instance, devices crucial to the safe operation of the power grid are left in remote substations with their configuration interfaces completely open, providing a vector for outsiders as well as insiders to launch an attack. This paper develops the framework for an overlay network of gateway devices that provide authenticated access control and security monitoring for these vulnerable interfaces. We develop a working prototype of such a device and simulate the performance of deployment throughout a substation. Our results suggest that such a system can be deployed with negligible impact on normal operations, while providing important security mechanisms. By doing so, we demonstrate that our proposal is a practical and efficient solution for retro-fitting security onto crucial power system devices.
从商业、交通到医疗保健,现代生活的几乎每个方面都依赖于电网的安全可靠运行。虽然最近对“智能电网”的推动显示出提高效率的希望,但安全问题往往是事后才想到的,这使得这一关键基础设施容易受到各种网络攻击。例如,对电网安全运行至关重要的设备被留在远程变电站,其配置接口完全开放,为外部人员和内部人员提供了发动攻击的载体。本文开发了一个网关设备覆盖网络框架,为这些易受攻击的接口提供认证访问控制和安全监控。我们开发了这种装置的工作原型,并模拟了整个变电站的部署性能。我们的研究结果表明,这样的系统可以在提供重要安全机制的同时,对正常操作的影响可以忽略不计。通过这样做,我们证明了我们的建议是一个实用而有效的解决方案,可以在关键的电力系统设备上安装安全装置。
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引用次数: 8
Robust and real-time communication on heterogeneous networks for smart distribution grid 面向智能配电网的异构网络鲁棒实时通信
Pub Date : 2014-11-01 DOI: 10.1109/SmartGridComm.2014.7007677
Kubilay Demir, Daniel Germanus, N. Suri
In the power distribution domain, the increasing penetration of Distributed Generation (DG) requires reliable, real-time and cost effective communication in order to manage the grid safely and securely. To achieve this goal, a heterogeneous network (mixing the public Internet and private networks) is a promising solution due to its cost effectiveness. However, the current Internet infrastructure does not support reliable real time communication. To cope with these challenges, we propose QoS routing based on a novel overlay network protocol. Moreover, the protocol provides fault-tolerant communication for critical applications by applying multi-path routing over disjoint paths. Simulation results demonstrates that the proposed overlay network and algorithms perform well in obtaining QoS-aware overlay routing service in scalable manner as well as fault-tolerance for the critical application.
在配电领域,分布式发电(DG)的日益普及需要可靠、实时和经济有效的通信,以安全可靠地管理电网。为了实现这一目标,由于其成本效益,异构网络(混合公共Internet和专用网络)是一个很有前途的解决方案。然而,当前的Internet基础设施不支持可靠的实时通信。为了应对这些挑战,我们提出了基于一种新的覆盖网络协议的QoS路由。此外,该协议通过在不相交的路径上应用多路径路由,为关键应用提供容错通信。仿真结果表明,所提出的覆盖网络和算法在获得可扩展的qos感知覆盖路由服务和关键应用的容错性方面表现良好。
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引用次数: 8
A distributed algorithm for fast optimal power flow regulation in Smart Grids 一种分布式智能电网潮流快速优化调节算法
Pub Date : 2014-11-01 DOI: 10.1109/SmartGridComm.2014.7007618
T. Erseghe
This paper deals with the solution of the optimal power flow (OPF) problem under voltage regulation by means of a distributed algorithm. Taking inspiration from the recent literature on distributed-OPF, the approach is developed via the alternating direction method of multipliers (ADMM), and provides a fully decentralized, scalable, very fast, and robust method, whose performance is shown in meaningful scenarios. Unlike most of the literature, no semidefinite programming (SDP) relaxations of the OPF problem is used, but local subproblems are addressed via efficient interior point methods (IPMs) to guarantee limited local processing efforts.
本文研究了用分布式算法求解电压调节下的最优潮流问题。从最近关于分布式opf的文献中获得灵感,该方法通过乘法器的交替方向方法(ADMM)开发,并提供了一种完全分散、可扩展、非常快速和鲁棒的方法,其性能在有意义的场景中得到了体现。与大多数文献不同,本文没有使用OPF问题的半定规划(SDP)松弛,而是通过有效的内点法(ipm)来解决局部子问题,以保证有限的局部处理工作量。
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引用次数: 5
A distributed optimal energy management strategy for microgrids 微电网分布式最优能量管理策略
Pub Date : 2014-11-01 DOI: 10.1109/SmartGridComm.2014.7007646
Wenbo Shi, Xiaorong Xie, C. Chu, R. Gadh
Energy management in microgrids is typically formulated as a non-linear optimization problem. Solving it in a centralized manner not only requires high computational capabilities at the microgrid central controller (MGCC) but may also infringe customer privacy. Existing distributed approaches, on the other hand, assume that all the generations and loads are connected to one bus and ignore the underlying power distribution network and the associated power flows and system operational constraints. Consequently, the schedules produced by those algorithms may violate those constraints and thus are not feasible in practice. Therefore, the focus of this paper is on the design of a distributed energy management strategy (EMS) for the optimal operation of microgrids with consideration of the distribution network and the associated constraints. Specifically, we formulate microgrid energy management as an optimal power flow problem and propose a distributed EMS where the MGCC and the local controllers jointly compute an optimal schedule. As one demonstration, we apply the proposed distributed EMS to a real microgrid in Guangdong Province, China consisting of photovoltaics, wind turbines, diesel generators, and a battery energy storage system. The simulation results demonstrate that the proposed distributed EMS is effective in both islanded and grid-connected mode. It is also shown that the proposed algorithm converges fast.
微电网中的能源管理通常被表述为一个非线性优化问题。以集中的方式解决这个问题不仅需要微电网中央控制器(MGCC)的高计算能力,而且可能侵犯客户隐私。另一方面,现有的分布式方法假设所有发电机组和负载都连接在一条母线上,而忽略了底层配电网络以及相关的潮流和系统运行约束。因此,这些算法产生的调度可能违反这些约束,因此在实践中是不可行的。因此,本文的重点是在考虑配电网及其约束的情况下,设计一种分布式能源管理策略(EMS)来实现微电网的优化运行。具体而言,我们将微网能量管理问题表述为最优潮流问题,并提出了一种由MGCC和本地控制器共同计算最优调度的分布式EMS。作为一个示范,我们将提出的分布式EMS应用于中国广东省的一个实际微电网,该微电网由光伏、风力涡轮机、柴油发电机和电池储能系统组成。仿真结果表明,该方法在孤岛模式和并网模式下都是有效的。该算法具有较快的收敛速度。
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引用次数: 33
Joint supply, demand, and energy storage management towards microgrid cost minimization 面向微电网成本最小化的联合供需和储能管理
Pub Date : 2014-11-01 DOI: 10.1109/SmartGridComm.2014.7007631
Sun Sun, Min Dong, B. Liang
The problem of real-time power balancing in a grid-connected microgrid is studied. We consider a microgrid powered by a conventional generator (CG) and multiple renewable generators (RGs) each co-located with one distributed storage (DS) unit. An aggregator operates the microgrid and aims to minimize the long-term system cost, including all RGs' cost, the CG's cost, and the cost for exploiting external energy markets. We jointly manage the supply side, demand side, and DS units, taking into account the randomness of the system, and incorporating the ramping constraint of the CG. A real-time algorithm is proposed, which does not require any statistics of the system. We analytically characterize the gap between the system cost under our algorithm and the minimum cost, demonstrating that our algorithm is asymptotically optimal as the DS energy capacity increases and the CG ramping constraint loosens. In simulation, we compare the proposed algorithm with a greedy algorithm as well as a lower bound on the optimum. Simulation shows that our algorithm outperforms the greedy one and its performance can be close to the optimum even with small DS units.
研究了并网微电网的实时功率平衡问题。我们考虑一个由传统发电机(CG)和多个可再生发电机(RGs)供电的微电网,每个发电机都与一个分布式存储(DS)单元共存。聚合商运营微电网,目标是最小化长期系统成本,包括所有RGs的成本,CG的成本,以及开发外部能源市场的成本。我们共同管理供给侧、需求侧和DS单元,考虑到系统的随机性,并结合CG的爬坡约束。提出了一种不需要任何系统统计的实时算法。我们分析表征了算法下的系统成本与最小成本之间的差距,证明了随着DS能量容量的增加和CG斜坡约束的放松,我们的算法是渐近最优的。在仿真中,我们将该算法与贪心算法以及最优下界进行了比较。仿真结果表明,该算法优于贪婪算法,即使在较小的DS单元下,其性能也接近最优。
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引用次数: 33
Narrowband power line communications evaluation in complex distribution networks 复杂配电网窄带电力线通信评价
Pub Date : 2014-11-01 DOI: 10.1109/SmartGridComm.2014.7007657
A. Sanz, P. J. Piñero, J. M. Idiago, Santiago Esteban, José Ignacio García
A high performance Advanced Metering Infrastructure (AMI) is key to the adequate development of the Smart Grid. There are several technologies that can be used to deploy it, being PLC (Power Line Communications) the most extended, at least in western European countries. A PLC AMI is composed of a data concentrator and a number of meters, being restricted to a transformer substation due to the properties of current PLC technologies. However, this configuration is not suitable for other electrical networks (like American), where the number of meters per substation is very limited and the utilities are forced to install a high number of expensive data concentrators or to move to wireless technologies. To solve this problem, in this paper a new structure for PLC AMI networks, which take advantage of frequency band extension, is proposed and tested in a real environment in Colombia. Furthermore, the feasibility of deploying a metering network in this scenario is also evaluated through simulation. To this end, it is used the PRIME (PoweRline Intelligent Metering Evolution) standard, which is one of the most extended for PLC metering networks nowadays.
高性能的先进计量基础设施(AMI)是智能电网充分发展的关键。有几种技术可以用来部署它,PLC(电力线通信)是最广泛的,至少在西欧国家。PLC AMI由一个数据集中器和若干仪表组成,由于目前PLC技术的特性,只能在变电站中使用。然而,这种配置不适合其他电网(如美国),在这些电网中,每个变电站的仪表数量非常有限,公用事业公司被迫安装大量昂贵的数据集中器或转向无线技术。为了解决这一问题,本文提出了一种利用频段扩展的PLC AMI网络结构,并在哥伦比亚的实际环境中进行了测试。此外,还通过仿真评估了在该场景下部署计量网络的可行性。为此,它使用了PRIME(电力线智能计量演进)标准,这是当今PLC计量网络中扩展最多的标准之一。
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引用次数: 8
期刊
2014 IEEE International Conference on Smart Grid Communications (SmartGridComm)
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