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2018 IEEE/PES Transmission and Distribution Conference and Exposition (T&D)最新文献

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Grid Friendly Appliance Controllers to Increase the Dynamic Stability of Networked Resiliency-based Microgrids 电网友好型设备控制器提高基于网络弹性的微电网的动态稳定性
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440136
F. Tuffner, Nikitha Radhakrishnan, Yingying Tang, K. Schneider
Microgrids provide the ability to maintain service to critical end-use loads when utility service is not available. Despite their ability to increase resiliency, they can have high capital and operating costs; this can be compounded by the complexities associated with low inertia systems. One option to mitigate the costs is to more effectively engage the assets within the microgrids, specifically the end-use loads. Previous work has shown that by using Grid Friendly™ Appliance controllers, it is possible to increase the dynamic stability of multiple microgrids during switching transients, without the need to oversize generation assets or to install energy storage devices. Building on the previous work, this paper will present a method for determining the set-points of decentralized controllers, accounting for the different characteristics and sizes of loads, to facilitate multiple microgrid switching operations. By effectively engaging the end-use load as a resource, the switching operations necessary to network low inertia microgrids for resiliency applications can be supported without the need to oversize generation assets or for energy storage.
当公用事业服务不可用时,微电网提供了维持关键终端使用负载服务的能力。尽管它们有能力提高弹性,但它们的资本和运营成本可能很高;由于低惯性系统的复杂性,这可能会变得更加复杂。降低成本的一种选择是更有效地利用微电网内的资产,特别是终端用户负载。先前的工作表明,通过使用Grid Friendly™设备控制器,可以在切换瞬态期间增加多个微电网的动态稳定性,而无需超大规模的发电资产或安装储能设备。在之前工作的基础上,本文将提出一种方法来确定分散控制器的设值,考虑到负载的不同特性和大小,以促进多个微电网的切换操作。通过有效地将终端用户负载作为一种资源,可以支持用于弹性应用的网络低惯性微电网所需的切换操作,而无需超大规模的发电资产或储能。
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引用次数: 5
Medium Voltage DC, Challenges Related to the Building of Long Overhead Lines 中压直流电,长距离架空线路建设的相关挑战
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440219
A. Rentschler, G. Kuhn, M. Delzenne, O. Kuhn
Particularly in Germany, but also in many other countries of the world, the electrical networks will change greatly in the future due to the integration of renewable energy generation. For a successful execution of this energy transition (German: Energiewende) the design and operation of the networks has to change in order to solve the new requirements of modern energy supply. Medium voltage direct current (MVDC) technology is an innovative solution to face some of these challenges. A new concept consisting in the down-scaling of a HVDC Modular Multilevel Converter (MMC) is presented. It combines the advantages from MMC such as low converter losses, fast active and reactive control and compact footprint to reduced acquisition costs. The technical implications of the construction of long distance medium voltage dc links are highlighted. Especially the losses in the DC line and the AC-Fault Ride Through capability are discussed.
特别是在德国,以及世界上许多其他国家,由于可再生能源发电的整合,未来的电网将发生巨大变化。为了成功地实现这种能源转型(德语:Energiewende),电网的设计和运行必须改变,以解决现代能源供应的新要求。中压直流(MVDC)技术是应对这些挑战的一种创新解决方案。提出了一种新的概念,即HVDC模块化多电平变换器(MMC)的降尺度。它结合了MMC的优点,如低转换器损耗,快速主动和被动控制以及紧凑的占地面积,以降低采购成本。强调了长距离中压直流线路建设的技术意义。重点讨论了直流线路的损耗和交流故障穿越能力。
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引用次数: 12
A Hierarchical ADMM Based Framework for EV Charging Scheduling 基于分层ADMM的电动汽车充电调度框架
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440531
B. Khaki, C. Chu, R. Gadh
Electric vehicles (EVs) are controllable loads from which distribution grid operator can benefit in order to minimize the load profile variations. In this paper, we proposed a hierarchical distributed optimization framework such that EV management system (EVMS), as a part of distribution grid management system, minimizes the load variance of the grid in communication with the EV aggregators which control EV charging load of the distribution system feeders. The hierarchical distributed framework, based on alternative direction method of multipliers (ADMM), increases the scalability of the EV charging infrastructure while decreases computational burden. In our proposed approach, each EV aggregator schedules the EV charging profiles of its feeder in a distributed fashion which avoids sharing the EV owners' desired charging profile information and enables privacy preserving. To show the performance of our approach, we apply it to a case study with 100% EV penetration, including 4 feeders and 60 EVs, and show how the load variance of the system and charging cost of individual EVs decrease.
电动汽车是一种可控负荷,配电网运营商可以从中受益,以最大限度地减少负荷分布的变化。本文提出了一种分层分布式优化框架,使电动汽车管理系统(EVMS)作为配电网管理系统的一部分,在与控制配电网馈线的电动汽车充电负荷的电动汽车聚合器通信时,使电网的负荷方差最小化。基于可选方向乘法器(ADMM)的分层分布式框架提高了电动汽车充电基础设施的可扩展性,同时降低了计算负担。在我们提出的方法中,每个电动汽车聚合器以分布式方式调度其馈线的电动汽车充电配置文件,从而避免共享电动汽车车主期望的充电配置文件信息并实现隐私保护。为了证明我们的方法的性能,我们将其应用于一个100%电动汽车普及率的案例研究,包括4个馈线和60辆电动汽车,并展示了系统负载变化和单个电动汽车充电成本的降低。
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引用次数: 20
Comparing Power Flow Approximations for Electricity Infrastructure Capacity Expansion Models with High Spatial Resolution 高空间分辨率电力基础设施容量扩展模型的潮流近似比较
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440480
Yinong Sun, W. Cole, V. Krishnan
Future electricity system portfolios will require strategic transmission expansions for economically integrating regionally dependent, high-quality renewable resources. In this context, accurate representation of transmission flows in large-scale electricity infrastructure capacity expansion planning problems is important. This paper describes an approximate linearized power flow transmission modeling method for such expansion problems and demonstrates the impact on planning solutions using the National Renewable Energy Laboratory's Regional Energy Deployment System (ReEDS) model. Results are compared against a pipe flow transmission representation, which is used in a number of large-scale planning models. We show that national-scale generation and transmission expansion is not substantially influenced by the power flow methodology but that the pipe flow representation does underestimate required transmission capacity and total system costs.
未来的电力系统组合将需要战略性的输电扩张,以经济地整合依赖于区域的高质量可再生资源。在此背景下,输电流的准确表示在大规模电力基础设施扩容规划问题中具有重要意义。本文描述了这种扩展问题的近似线性潮流传输建模方法,并使用国家可再生能源实验室的区域能源部署系统(ReEDS)模型演示了对规划解决方案的影响。结果与管道流传输表示进行了比较,该表示用于许多大型规划模型。我们表明,国家规模的发电和输电扩张并不受潮流方法的实质性影响,但管道流表示确实低估了所需的输电容量和总系统成本。
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引用次数: 3
AC Compact High Power Gas-Insulated Transmission Lines 交流紧凑型大功率气体绝缘输电线路
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440130
T. Magier, Andreas Dehler, H. Koch
The AC Gas-Insulated Transmission Lines (GIL) technology for high power underground transmission shows an ever-increasing usage worldwide. Today, the AC GIL transmission technology is entering densely populated areas where the desire for solutions of non-visible transmission lines is high. AC GIL provides a powerful solution for underground installations. The next step in development of AC GIL is focused on increasing the level of automated laying procedures using the mobile factory as a flexible and effective laying machine. The mobile factory contains the friction stir welding machine for high quality welding of the enclosure and conductor pipes. The laying efficiency of the AC GIL will be improved in total by 20–30% which will reduce the AC GIL project cost. The new concept is set up for long distance applications and allows the localization of major work to the installation site with pre-assembly, assembly and laying works.
大功率地下输电的交流气体绝缘输电线路(GIL)技术在世界范围内的应用日益广泛。今天,交流GIL传输技术正在进入人口密集的地区,这些地区对不可见传输线的解决方案的需求很高。AC GIL为地下安装提供了强大的解决方案。AC GIL开发的下一步重点是提高自动化铺设程序的水平,使用移动工厂作为灵活有效的铺设机器。移动工厂包含搅拌摩擦焊机,用于高质量焊接外壳和导体管。总的来说,交流电GIL的铺设效率将提高20-30%,从而降低交流电GIL项目的成本。新概念是为长距离应用而设置的,允许将主要工作本地化到安装现场,包括预组装、组装和铺设工作。
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引用次数: 5
Voltage and Power Optimization in a Distribution Network with High PV Penetration 高光伏渗透率配电网的电压与功率优化
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440384
Kamel Alboaouh, S. Mohagheghi
Utilization of solar energy in distribution networks is on the rise, especially in the form of rooftop photovoltaic (PV) panels. Using smart inverters, it is now possible to allow PVs to inject both active and reactive power into the grid. However, high penetration of PVs can introduce operational challenges as it may cause voltage rise beyond the permissible limits and may lead to additional stress on system components. Also, if uncoordinated, injecting reactive power locally could interfere with the utility's efforts in controlling node voltages. Hence, a proper coordination among various electrical devices in the distribution system is necessary in order to pave the way for maximizing PV penetration and to minimize, concurrently, the overall system losses. In this paper an evolutionary algorithm (EA) is used in order to find the optimal settings of the controllable components in a distribution system in a centralized fashion. The control variables considered are PV active and reactive powers, load curtailment through demand response, tap positions of the voltage regulators (VRs), and status of switching capacitors (SC). The main objective of the proposed approach is to minimize system losses, operational variations of VRs and SCs, as well as curtailment in the PV active power. Two aspects are in particular investigated in this paper: the impact of PV reactive power support on the grid, and the effect of high PV integration on switching devices (SCs and VRs). The proof-of-concept simulation is conducted over a one-day period in order to assess the proposed optimal scheduling.
太阳能在配电网中的利用率正在上升,特别是以屋顶光伏板的形式。使用智能逆变器,现在可以允许pv向电网注入有功和无功功率。然而,pv的高渗透率可能会带来操作上的挑战,因为它可能会导致电压上升到允许的范围之外,并可能导致系统组件承受额外的压力。此外,如果不协调,局部注入无功功率可能会干扰公用事业公司控制节点电压的努力。因此,配电系统中各种电气设备之间的适当协调是必要的,以便为最大化光伏渗透铺平道路,同时最小化整个系统的损失。本文提出了一种进化算法,用于集中求解配电系统中可控部件的最优配置。考虑的控制变量是PV有功和无功功率,通过需求响应的负载削减,电压调节器(VRs)的分接位置和开关电容器(SC)的状态。所提出的方法的主要目标是尽量减少系统损耗,vr和sc的运行变化,以及光伏有功功率的削减。本文特别研究了两个方面:光伏无功支持对电网的影响,以及光伏高集成度对开关设备(sc和vr)的影响。为了评估所提出的最优调度,在一天的时间内进行了概念验证仿真。
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引用次数: 7
A Study of EV BMS Cyber Security Based on Neural Network SOC Prediction 基于神经网络SOC预测的EV BMS网络安全研究
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440144
Syed Rahman, Haneen Aburub, Yemeserach Mekonnen, A. Sarwat
Recent changes to greenhouse gas emission policies are catalyzing the electric vehicle (EV) market making it readily accessible to consumers. While there are challenges that arise with dense deployment of EVs, one of the major future concerns is cyber security threat. In this paper, cyber security threats in the form of tampering with EV battery's State of Charge (SOC) was explored. A Back Propagation (BP) Neural Network (NN) was trained and tested based on experimental data to estimate SOC of battery under normal operation and cyber-attack scenarios. NeuralWare software was used to run scenarios. Different statistic metrics of the predicted values were compared against the actual values of the specific battery tested to measure the stability and accuracy of the proposed BP network under different operating conditions. The results showed that BP NN was able to capture and detect the false entries due to a cyber-attack on its network.
最近温室气体排放政策的变化促进了电动汽车(EV)市场的发展,使消费者更容易获得电动汽车。尽管电动汽车的密集部署带来了挑战,但未来的主要担忧之一是网络安全威胁。本文探讨了以篡改电动汽车电池荷电状态(SOC)为形式的网络安全威胁。基于实验数据对BP神经网络进行了训练和测试,以估计电池在正常运行和网络攻击情况下的SOC。NeuralWare软件用于运行场景。将预测值的不同统计指标与特定电池的实际测试值进行比较,以衡量所提出的BP网络在不同运行条件下的稳定性和准确性。结果表明,BP神经网络能够捕获和检测由于网络攻击而导致的错误条目。
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引用次数: 10
A Comprehensive Optimization of Load Transfer Strategy for Distribution Network with Flexible Interconnect Device 柔性互联配电网负荷转移策略的综合优化
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440376
Yanhong Yang, W. Pei, L. Kong, Tianjiao Pu, Shixiong Fan, Renle Huang
In this paper, a comprehensive optimization of load transfer strategy for distribution network with flexible interconnect device (FID) is discussed. FID with accurate control of power flow is versatile and increasingly being considered to transfer load without black-out in distribution system with high penetrations of distributed generation (DG). The interconnection structure and exact operating set-point of FID are discussed which realized loop closing operation of distribution system. Then, the non-linear combinational optimization problem models of load transfer with FID are established which considering separately different objectives and constraints. In order to solve these complicated optimization problems, hybrid coding based genetic algorithm (GA) mixed particle swarm algorithm (PSO) is used. A case study based on 3 terminal interconnection 10kV distribution network with FID is carried out for load transfer strategy verification. The results show that the FID and proposed comprehensive optimization method have stronger ability to improve the performance of distribution system with power loss reduction, feeder load balancing, and DG penetration increasing.
本文讨论了带柔性互联装置的配电网负荷转移策略的综合优化问题。具有精确潮流控制功能的FID在分布式发电高渗透配电系统中被越来越多地考虑用于无停电的负荷转移。讨论了FID的互连结构和准确的运行设定值,实现了配电系统的闭环运行。然后,分别考虑不同目标和约束条件,建立了带FID的载荷传递非线性组合优化问题模型。为了解决这些复杂的优化问题,采用了基于混合编码的遗传算法(GA)和混合粒子群算法(PSO)。以3端互联10kV配网FID为例,验证了负荷转移策略。结果表明,FID和所提出的综合优化方法具有较强的改善配电系统性能的能力,能够降低电网的损损,平衡馈线负荷,提高DG的渗透率。
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引用次数: 4
PMU-Assisted Bad Data Detection in Power Systems 电力系统中pmu辅助的不良数据检测
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440235
Israel Akingeneye, Jingxian Wu
In this paper, we study bad data detection in a power system by strategically placing phasor measurement units (PMUs) at various buses across the power grid. We propose to optimize PMU placements by maximizing the probability of detecting bad data maliciously injected in the power grid. An optimum bad data detector is first developed by following the NeymanPearson criterion. The corresponding detection probability is shown to be an increasing function of the Kullback-Leibler (KL) divergence between the data distributions with and without bad data, respectively. Thus maximizing the detection probability is equivalent to maximizing the KL divergence. Since the bad data used in an attack is unknown, the PMU placement algorithm is developed by following a max-min criterion, that is, maximizing the minimum KL divergence under the assumption of the least detectable attack vector. Simulation results show that using the KL divergence as a design metric results in significant performance gains over existing methods that are developed based on critical measurements.
在本文中,我们通过在电网的各个总线上策略性地放置相量测量单元(pmu)来研究电力系统中的不良数据检测。我们建议通过最大化检测恶意注入电网的不良数据的概率来优化PMU放置。首先根据内曼-皮尔逊准则开发了一个最优的坏数据检测器。相应的检测概率分别是有和没有坏数据的数据分布之间的Kullback-Leibler (KL)散度的递增函数。因此,最大化检测概率相当于最大化KL散度。由于攻击中使用的坏数据是未知的,因此PMU放置算法遵循最大最小准则,即在最小可检测攻击向量的假设下最大化最小KL散度。仿真结果表明,使用KL散度作为设计度量,与基于关键测量开发的现有方法相比,可以显著提高性能。
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引用次数: 1
Impact of Distributed Solar PV Systems Operation on Residential Feeders Performance 分布式太阳能光伏系统运行对住宅馈线性能的影响
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440352
I. Ndiaye, E. Ahmed, C. Burns, Jonathan Nickerson, Michael Falls
Simulations using PSCAD have been performed to evaluate the impact of distributed solar photovoltaic (PV) systems on the performance of suburban feeders. Multiple scenarios including low, medium and high feeder loading as well as different PV generation levels and micro-inverters reactive power supports have been analyzed and compared to the baseline case referred to as no PV. Results showed at high PV generation feeder losses increases when load is below a medium level. They also consistently showed that the feeder performance, in particular the power factor at the feeder head, is deteriorated when no reactive power support is provided by the PV micro-inverters. Adjusting the micro-inverters power factor based on the generation level significantly improves the feeder performance. Alternately a fixed micro-inverter power factor of 0.9 will provided better performance relatively to the baseline.
利用PSCAD进行了模拟,以评估分布式太阳能光伏系统对郊区馈线性能的影响。分析了多种情况,包括低、中、高馈线负荷,以及不同的光伏发电水平和微型逆变器无功支持,并将其与基线情况(无光伏)进行了比较。结果表明,在高光伏发电时,当负荷低于中等水平时,馈线损耗增加。他们还一致表明,当光伏微型逆变器不提供无功支持时,馈线性能,特别是馈线头部的功率因数会恶化。根据发电水平调整微逆变器功率因数可显著改善馈线性能。或者,固定的微逆变器功率因数为0.9将提供相对于基线更好的性能。
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引用次数: 1
期刊
2018 IEEE/PES Transmission and Distribution Conference and Exposition (T&D)
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