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Network reconfiguration analysis with the consideration of distributed generation 考虑分布式发电的网络重构分析
Pub Date : 2013-05-21 DOI: 10.1109/ENERGYTECH.2013.6645330
F. Ding, K. Loparo
Network reconfiguration is a combinatorial optimization problem that can be used to reduce power losses in distribution systems while satisfying all operating constraints. Distribution systems are greatly impacted by the increasing integration of distributed generation (DG) resources and thus it is necessary to develop methods that can quantify the effects of DG on network reconfiguration. This paper first introduces an efficient methodology to reconfigure distribution systems to minimize power losses, and analyzes the effects of DG on the reconfiguration problems, then discusses how to take advantage of distributed generation to improve distribution system reconfiguration.
电网重构是一个组合优化问题,可以在满足所有运行约束的情况下减少配电系统的功率损耗。分布式发电(DG)资源的日益整合对配电系统产生了巨大的影响,因此有必要开发能够量化DG对网络重构影响的方法。本文首先介绍了一种有效的配电系统重构方法,并分析了分布式发电对重构问题的影响,然后讨论了如何利用分布式发电来改进配电系统重构。
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引用次数: 1
Analytical methods for planning for, and recovery from, multiple network or system failures due to nature or sabotage 针对自然或破坏造成的多重网络或系统故障进行规划和恢复的分析方法
Pub Date : 2013-05-21 DOI: 10.1109/ENERGYTECH.2013.6645342
S. Leibholz
Planning for recovery from exogenous or endogenous failures or outages of complex networks, including communications networks, power stations and entire grids as well as physical-transport networks such as pipelines, trucking, airways and railroads-for the purpose of smartly executing recovery-present planning difficulties because of the combinations of events which can occur, whether random, weather-induced, cascading or the effects of well-planned terrorism. These are poorly modeled by simple “Monte Carlo” runs and probability calculations because multiple events are rarely statistically independent, especially when (1) smart terrorists are the protagonist, or (2) when cascade effects occur, as at Fukushima. We discuss a mathematical model based on this author's analogous communications network model, CAINS (Communications and Information Network Solver) for assisting in the forward and contemporaneous evaluation and planning of backups and responses to such events. Abjuring Monte-Carlo simulation for stated reasons, the model is analytical and statistical in nature, avoids the problems with Monte-Carlo run length and chaotic algorithms, and thus runs very rapidly when planning for large numbers of failure modes.
从外生或内生故障或复杂网络(包括通信网络、发电站和整个电网以及物理运输网络,如管道、卡车运输、航空和铁路)的中断中进行恢复计划,以明智地执行恢复,由于可能发生的事件的组合,无论是随机的、天气引起的、级联的还是精心策划的恐怖主义的影响,目前的计划困难。简单的“蒙特卡罗”运行和概率计算很难模拟这些事件,因为多个事件在统计上很少是独立的,尤其是当(1)聪明的恐怖分子是主角,或(2)级联效应发生时,就像福岛一样。我们在作者的类似通信网络模型CAINS(通信和信息网络求解器)的基础上讨论了一个数学模型,以协助对此类事件的备份和响应进行前瞻性和同步评估和规划。由于明确的原因,该模型放弃了蒙特卡罗模拟,具有分析性和统计性,避免了蒙特卡罗运行长度和混沌算法的问题,因此在规划大量失效模式时运行速度非常快。
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引用次数: 1
WSN based heliostat control for a solar thermal cooking system 基于WSN的太阳能热烹饪系统定日镜控制
Pub Date : 2013-05-21 DOI: 10.1109/ENERGYTECH.2013.6645362
J. Freeman, J. Varghese, Rekha P. Manoj
This paper proposes a wireless sensor network based heliostats control method for an industrial scale solar cooking system. Even though different designs are available they have suffered from different problems especially regarding effective tracking, high cost and convenience and other constraints such as scalability and simplicity. This paper, therefore, describes an efficient design that overcomes the earlier problems by using a highly precise astronomical calculation based approach along with wireless communication for efficient tracking of the sun which in turn reduces the overall system cost and simplicity. The proposed system uses a one tier wireless sensor network (WSN). The main feature of this work is the implementation of the highly accurate NREL algorithm, with precision timing provided by a GPS receiver within a low-cost wireless sensor network framework.
提出了一种基于无线传感器网络的工业规模太阳能蒸煮系统定日镜控制方法。尽管有不同的设计,但它们都面临着不同的问题,特别是在有效跟踪、高成本和便利性以及可扩展性和简单性等其他限制方面。因此,本文描述了一种有效的设计,通过使用高精度的天文计算方法以及无线通信来有效地跟踪太阳,从而降低了整个系统的成本和简单性,从而克服了先前的问题。该系统采用单层无线传感器网络(WSN)。这项工作的主要特点是实现了高精度的NREL算法,在低成本的无线传感器网络框架内由GPS接收器提供精确定时。
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引用次数: 3
Real-time control of utility-scale storage on a distribution feeder 配电馈线上公用事业规模存储的实时控制
Pub Date : 2013-05-21 DOI: 10.1109/ENERGYTECH.2013.6645345
F. Cheng, W. Greenwood, B. Arellano, J. Hawkins, O. Lavrova, A. Mammoli, S. Willard
A Smart Grid demonstration project is currently underway at Public Service Company of New Mexico (PNM). This project is designed to combine a battery storage system with a photovataic (PV) system to smooth out the cloud induced intermittency of PV output. The whole system is already in use and the smoothing algorithm successfully smoothes the PV output as designed. This paper introduces the structure of the system, and discusses how to design the smoothing algorithm in five aspects, including choosing the smoothing reference as well as choosing the window size of smoothing algorithm. Specifically this paper puts forward a new method to recover the state of charge (SoC) of the battery while performing intermittency mitigation.
一个智能电网示范项目目前正在新墨西哥州公共服务公司(PNM)进行。该项目旨在将电池存储系统与光伏(PV)系统相结合,以消除云引起的光伏输出间歇性。整个系统已经投入使用,平滑算法成功地对光伏输出进行了平滑。本文介绍了系统的结构,并从平滑参考点的选择和平滑算法窗口大小的选择五个方面讨论了如何设计平滑算法。具体来说,本文提出了一种在间歇缓解的同时恢复电池荷电状态(SoC)的新方法。
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引用次数: 0
Uncertainty modeling and prediction for customer load demand in smart grid 智能电网用户负荷需求的不确定性建模与预测
Pub Date : 2013-05-21 DOI: 10.1109/ENERGYTECH.2013.6645360
Ding Li, S. Jayaweera
In this study, we propose two types of approaches to model the uncertainty in customer load demand. The first approach is based on a first order non-stationary Markov chain. A maximum likelihood estimator (MLE) is derived to estimate the time variant transition matrix of the Markov chain. The second approach is based on time series analysis techniques. We present linear prediction models such as standard autoregressive (AR) process and time varying autoregressive (TVAR) process, according to different assumptions on the stationarity of customer load profile: piecewise stationarity, local stationarity and cyclo-stationarity. Two important issues in AR/TVAR models are addressed: determining the order of AR/TVAR models and calculating the AR/TVAR coefficients. The partial autocorrelation function (PACF) is analyzed to determine the model order and the minimum mean squared error (MMSE) estimator is adopted to derive the AR/TVAR coefficients, which leads to the Yule-Walker type of equations. For the AR model, the customer load profile is divided into small segments which can be considered to be stationary. For the TVAR model, by doing basis function expansion based coefficient parametrization, we replace the scalar process with a vector one and turn the original non-stationary problem into a time-invariant problem. All the proposed models are tested against the same set of real measured customer load demand data. Prediction performances of different models are analyzed and compared, advantages and disadvantages are discussed.
在本研究中,我们提出了两种方法来模拟客户负荷需求的不确定性。第一种方法是基于一阶非平稳马尔可夫链。导出了一个极大似然估计量来估计马尔可夫链的时变转移矩阵。第二种方法是基于时间序列分析技术。根据客户负荷分布平稳性的不同假设:分段平稳性、局部平稳性和循环平稳性,提出了标准自回归(AR)过程和时变自回归(TVAR)过程等线性预测模型。讨论了AR/TVAR模型中的两个重要问题:确定AR/TVAR模型的阶数和计算AR/TVAR系数。采用偏自相关函数(PACF)确定模型阶数,采用最小均方误差(MMSE)估计量推导AR/TVAR系数,得到Yule-Walker型方程。对于AR模型,客户负荷概况被划分为小段,可以认为是平稳的。对于TVAR模型,通过基于基函数展开的系数参数化,将标量过程替换为矢量过程,将原来的非平稳问题转化为定常问题。所有提出的模型都针对同一组实际测量的客户负载需求数据进行了测试。分析比较了不同模型的预测性能,讨论了各自的优缺点。
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引用次数: 19
Control of multiple VSC-HVDC converters within an offshore AC-hub 海上交流集线器内多个VSC-HVDC转换器的控制
Pub Date : 2013-05-21 DOI: 10.1109/ENERGYTECH.2013.6645303
J. Stevens, Daniel J. Rogers
The offshore node will be a key component of a future European Supergrid. The offshore AC hub (or SuperNode) is presented as one possible topology of an offshore node. Tranche A is an area within Dogger Bank, which is one of the UK's largest offshore wind development zones. It is a likely location of an offshore AC hub and therefore is used as a case study. Two strategies are presented for control of voltage, current and power within the offshore AC hub. The performance of each control strategy is compared under both planned and unplanned changes in operating conditions. Simulations are carried out using the SimPower toolbox of MATLAB Simulink. It is found that both control strategies are able to maintain satisfactory control of voltage, current and power. The communication requirements of each strategy are also briefly discussed.
海上节点将成为未来欧洲超级电网的关键组成部分。离岸交流集线器(或超级节点)被表示为离岸节点的一种可能拓扑。Tranche A是Dogger Bank内的一个区域,Dogger Bank是英国最大的海上风电开发区之一。它可能是海上交流集线器的位置,因此被用作案例研究。提出了海上交流集线器电压、电流和功率控制的两种策略。比较了各控制策略在计划工况和计划外工况变化下的性能。利用MATLAB Simulink中的SimPower工具箱进行仿真。结果表明,两种控制策略均能保持对电压、电流和功率的满意控制。并简要讨论了每种策略的通信要求。
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引用次数: 6
Agent-based control of a DC MicroGrid 基于agent的直流微电网控制
Pub Date : 2013-05-21 DOI: 10.1109/ENERGYTECH.2013.6645293
D. H. Moore, J. M. Murray, F. Maturana, T. Wendel, K. Loparo
A lab-scale hardware DC MicroGrid system has been designed and built as part of a suite of electrical grid simulation environments. It is intended for use as an educational tool and in research as a testbed for control strategy development. The testbed has the capability to rapidly transition between hardware and software simulation of the DC MicroGrid system and consists of three components: Software in the Loop Simulation (SILS), Hardware in the Loop Simulation (HILS), and Hardware. SILS uses a PLC emulator and a Simulink model to simulate the plant and control system. In HILS, the emulator is replaced with an actual hardware controller. In the transition from HILS to hardware, a software switch shifts the PLC I/O from the model to the PLC I/O modules connected to the DC MicroGrid. In tandem with the PLC ladder code, Rockwell Automation's agent-based distributed control software enables the investigation of complex interactions between autonomous decision makers on the grid.
设计并构建了一个实验室规模的硬件直流微电网系统,作为电网仿真环境套件的一部分。它的目的是作为一种教育工具,并在研究中作为控制策略发展的测试平台。该试验台具有在直流微电网系统的硬件和软件仿真之间快速转换的能力,由三个部分组成:软件在环仿真(SILS)、硬件在环仿真(HILS)和硬件。SILS采用PLC仿真器和Simulink模型对工厂和控制系统进行仿真。在HILS中,仿真器被实际的硬件控制器所取代。在从HILS到硬件的过渡中,软件开关将PLC I/O从模型转移到连接到直流微电网的PLC I/O模块。与PLC梯形代码相结合,罗克韦尔自动化基于代理的分布式控制软件能够对电网中自主决策者之间的复杂交互进行调查。
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引用次数: 7
Optimal positioning of renewable energy units 可再生能源机组的优化定位
Pub Date : 2013-05-21 DOI: 10.1109/ENERGYTECH.2013.6645335
C. Kraemer, K. Goldermann, C. Breuer, P. Awater, A. Moser
Renewable energy sources (RES) will play a major role in future energy systems. Political RES goals are only defined in terms of targeted capacity or energy. This paper presents an approach to calculate the corresponding optimal location of RES generation. Potential areas for the expansion of the considered generation technologies (wind onshore and offshore, photovoltaics and concentrated solar power) are calculated in a land use analysis. The corresponding renewable energy supply is determined via a meterological analysis. Eventually optimal RES investment decisions are determined. Data reduction and handling is a major focus in the model implementation which can be applied for whole Europe. Exemplary results for wind turbines show that the developed approach can be used to fundamentally plan future RES locations. Wind energy should mainly be expanded on coastlines but higher capacities need also efficient interior locations.
可再生能源(RES)将在未来的能源系统中发挥重要作用。政治可再生能源目标仅根据目标能力或能源来定义。本文提出了一种计算RES生成相应最优位置的方法。在土地利用分析中计算了所考虑的发电技术(陆上和海上风力、光伏发电和集中太阳能发电)扩大的潜在地区。通过气象分析确定相应的可再生能源供应。最终确定最优可再生能源投资决策。数据减少和处理是模型实现的主要重点,可以应用于整个欧洲。风力涡轮机的示例结果表明,所开发的方法可用于从根本上规划未来的可再生能源位置。风能应该主要扩展到海岸线,但更高的容量也需要高效的内部位置。
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引用次数: 5
Review on engineering and regulatory aspects associated with frequency control capabilities of wind power plants 审查与风力发电厂频率控制能力相关的工程和监管方面
Pub Date : 2013-05-21 DOI: 10.1109/ENERGYTECH.2013.6645348
Venkatesh Yadav Singarao, Vittal S. Rao, Mark A. Harral
With the increasing grid penetration levels of wind power, there is an increasing need to study both the power control systems and the regulatory aspects associated with frequency control capabilities of wind power plants at various levels (turbine, wind farm and power system levels). This is especially very important in the United States with a goal of achieving 20% nation's electricity from wind energy by 2030. This paper provides observations and challenges identified with wind energy integration with respect to active power control strategies used in implementing frequency regulation at various levels. This paper also discusses the current and future aspects of market regulation of frequency responsive services offered by converter based variable generation technologies and the need for an appropriate utility market structure in order to provide settlements for these capabilities.
随着风力发电的电网渗透水平不断提高,越来越需要在各个层面(涡轮机、风电场和电力系统层面)研究风力发电厂的功率控制系统和与频率控制能力相关的监管方面。这对美国来说尤其重要,因为美国的目标是到2030年实现20%的全国电力来自风能。本文提供了与风能整合有关的观察结果和挑战,以及在各级实施频率调节中使用的有功功率控制策略。本文还讨论了基于变流器的可变发电技术提供的频率响应服务的市场监管的当前和未来方面,以及为这些能力提供解决方案而建立适当的公用事业市场结构的必要性。
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引用次数: 4
Comparison of HVAC and HVDC solutions for offshore wind farms with a procedure for system economic evaluation 海上风电场HVAC和HVDC解决方案的比较及系统经济评估程序
Pub Date : 2013-05-21 DOI: 10.1109/ENERGYTECH.2013.6645302
G. Reed, Hashim A. Al Hassan, M. Korytowski, P. Lewis, B. Grainger
The potential to harness offshore wind power and transmit that energy to shore is of widespread interest in the electric power and energy industry sector, as well as within U.S. government agencies such as the Department of Energy. Studies are currently being conducted to find optimal placement of offshore wind turbines along the perimeter of the United States coast lines, and evaluations of current technology solutions for transmitting the electrical energy onshore are being investigated. Transmitting high capacities of energy from sea to shore presents a significant challenge due to the need for a very efficient, robust, and reliable technical solution that must be cost effective. High Voltage AC (HVAC) and two forms of High Voltage DC (HVDC), Voltage Source Converter (VSC) based and Line Commutated-Converter (LCC) based, are possible transmission solutions to these challenges. Therefore, we present herein the applicability of these topologies for offshore wind power transmission and present the necessary procedures to select the most cost effective solution for a given application.
利用海上风力发电并将其传输到岸上的潜力引起了电力和能源行业以及能源部等美国政府机构的广泛兴趣。目前正在进行研究,以便在美国海岸线周边寻找离岸风力涡轮机的最佳位置,并正在调查对目前向岸上传输电能的技术解决办法的评价。由于需要一种非常高效、强大、可靠的技术解决方案,并且必须具有成本效益,因此将高容量的能源从海上传输到岸上是一项重大挑战。高压交流(HVAC)和两种形式的高压直流(HVDC),基于电压源变换器(VSC)和基于线路换向变换器(LCC),是应对这些挑战的可能的传输解决方案。因此,我们在此提出了这些拓扑在海上风电传输中的适用性,并提出了为给定应用选择最具成本效益的解决方案的必要程序。
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引用次数: 43
期刊
2013 IEEE Energytech
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