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Supervisory optimal control for photovoltaics connected to an electric power grid 并网光伏发电的监督最优控制
Pub Date : 2021-09-28 DOI: 10.1049/icp.2021.2490
J. Young, W. Weaver, D. Wilson, R. Robinett III
The following research presents an optimal control framework called Oxtimal that facilitates the efficient use and control of photovoltaic (PV) solar arrays. This framework consists of reduced order models (ROM) of photovoltaics and DC connection components connected to an electric power grid (EPG), a discretization of the resulting state equations using an orthogonal spline collocation method (OSCM), and an optimization driver to solve the resulting formulation. Once formulated, the framework is validated using realistic solar profiles and loads from actual residential applications.
下面的研究提出了一个称为Oxtimal的最优控制框架,促进了光伏(PV)太阳能电池阵列的有效使用和控制。该框架包括光伏和与电网相连的直流连接组件的降阶模型(ROM),使用正交样条配置法(OSCM)对结果状态方程进行离散化,以及求解结果公式的优化驱动程序。一旦制定,该框架将使用现实的太阳能剖面和实际住宅应用的负载进行验证。
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引用次数: 2
A methodology to improve the predictability of solar energy generation with confirmatory evidence from Germany 一种提高太阳能发电可预测性的方法,来自德国的确凿证据
Pub Date : 1900-01-01 DOI: 10.1049/icp.2021.2500
K. Forbes
Using data from Germany's 50Hertz electric power system, this paper begins by observing that the current intraday solar energy forecasts do not fully reflect the day-ahead weather forecasts' information. Solar energy generation also has the property of being highly autoregressive. Based on those properties, an Autoregressive Moving Average with Exogenous Inputs (ARMAX) model is formulated. The model was estimated using 15-minute data from Jan 1, 2014, through Dec 31, 2017. The model is evaluated using out-of-sample data from Jan 1, 2018, to Aug 30, 2020. The 15 minute-ahead out-of-sample predictions have a weighted-mean-absolute-percentage-error (WMAPE) of about 3.84%, substantially less than the WMAPE associated with the intraday solar energy forecasts reported by the system operator over the same period.
本文利用德国50赫兹电力系统的数据,首先观察到当前的日内太阳能预报并不能完全反映前一天的天气预报信息。太阳能发电还具有高度自回归的特性。基于这些特性,建立了带有外生输入的自回归移动平均(ARMAX)模型。该模型使用2014年1月1日至2017年12月31日的15分钟数据进行估算。该模型使用2018年1月1日至2020年8月30日的样本外数据进行评估。15分钟前的样本外预测的加权平均绝对百分比误差(WMAPE)约为3.84%,大大低于系统操作员在同一时期报告的日内太阳能预测的WMAPE。
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引用次数: 2
Synchronous energy storage system with inertia capabilities for angle, voltage and frequency stabilization in power grids 具有电网稳角、稳电压、稳频惯性能力的同步储能系统
Pub Date : 1900-01-01 DOI: 10.1049/icp.2021.2486
Andreas Knobloch, Christian Hardt, Andreas Falk, Thorsten Bülo, Simon Scheurich, Chokri Khalfet, Richard Hesse, Tobias Becker, Rahul Bhattia
In future power systems voltage and frequency will mainly be formed by synchronous inverter-based power plants with advantageous capabilities compared to today's synchronous machines. This paper introduces a synchronous energy storage system solution (SESS) with grid forming capabilities for voltage, angle and frequency strength improvement in distribution and transmission networks. Configurable control modes for inertia and damping provision are presented. Application examples and performance capabilities for inertia, instantaneous fault current, power oscillation response as well as power reserve provision are shown based on simulation results and practical laboratory experiments. The challenges for accelerated grid integration of SESS are outlined as well.
在未来的电力系统中,电压和频率将主要由基于同步逆变器的发电厂形成,与今天的同步电机相比,同步逆变器具有优势。本文介绍了一种具有并网能力的同步储能系统方案(SESS),用于提高配电网和输电网的电压、角度和频率强度。提出了可配置的惯性和阻尼控制模式。基于仿真结果和实验室实际实验,给出了惯性、瞬时故障电流、功率振荡响应和功率储备供给的应用实例和性能。本文还概述了SESS加速并网所面临的挑战。
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引用次数: 2
Determination of the voltage and frequency dependent behaviour of low voltage grids – test procedure for a modified mobile generator 低压电网电压和频率特性的测定。改进型移动式发电机的试验程序
Pub Date : 1900-01-01 DOI: 10.1049/icp.2021.2492
S. Seifried, T. Lechner, D. Stenzel, S. Herrmann, G. Kerber, K. Schaarschmidt, M. Finkel, R. Witzmann
In the LINDA project a control approach for island grids was developed which enables the use of renewable energy sources during emergency power supply. A black start unit sets up an island grid. To find proper parameters for the controller of the black start unit, knowledge about the static and dynamic behaviour of the distribution grid, induced by fluctuations of voltage and frequency, is essential. During the research project LINDA 2.0, supported by the German Ministry for Economic Affairs and Energy, this concept of applying an emergency power supply should be transferred to other grid areas. To get an actual database about the aggregated grid behaviour, a mobile generator will be used during grid maintenance work to determine the parameters for a frequency and voltage dependent model of the supplied sub-networks. The measurement procedure and control concept for the mobile generator is introduced in this paper.
在LINDA项目中,为岛屿电网制定了一种控制方法,使其能够在应急供电期间使用可再生能源。黑色启动装置建立孤岛网格。为了为黑启动装置的控制器找到合适的参数,了解由电压和频率波动引起的配电网的静态和动态行为是必不可少的。在德国经济事务和能源部支持的研究项目LINDA 2.0中,应该将这种应用应急电源的概念转移到其他电网区域。为了获得关于总体电网行为的实际数据库,将在电网维护工作期间使用移动发电机来确定供电子网络的频率和电压依赖模型的参数。本文介绍了移动发电机的测量过程和控制原理。
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引用次数: 0
Citizens' energy cooperatives: key drivers of the energy transition in Baden-Wuerttemberg 公民能源合作社:巴登-符腾堡州能源转型的关键驱动力
Pub Date : 1900-01-01 DOI: 10.1049/icp.2021.2482
A. Ensinger, D. Kern, A. Nagl, K. Bozem, Hans-Peter Weber, A. Hoh, D. Harrison, B. M. Wood
Purpose: Within the context of the innovative research project “Citizen Energy Transition”, subsidized by the Ministry of Science, Research and the Arts Baden-Wuerttemberg (funding code Kap. 1403 title group 75), digital business models for the economic, platform-based marketing of PV power will be developed and implemented by 2022. The fundamental problem addressed in this research project is to ensure the continued operation of renewable energy systems, which are no longer eligible for funding under the Renewable Energy Sources Act (EEG). The withdrawal of renewable energy intallations from the EEG funding since 1 January 2021 and the resulting possible shutdown are likely to lead to a breakdown of renewable energy generation capacities. This would be problematic from the perspective of the climate protection, but also with reference to the consistent implementation of the energy transition. Therefore, it is all the more important to develop sustainable business models for community energy cooperatives, operators of renewable energy systems, electricity consumers, network operators, direct marketers, billing service providers and small and medium-sized municipal utilities. Design/Methodology/Approach: In order to implement user-experienced business models, a hypothesis-based survey of all citizens' energy cooperatives (full survey) in Baden-Wuerttemberg was carried out in this research project in spring 2021. The aim of this empirical survey was to explore the current situation and options for action of the citizens' energy cooperatives with regard to the discontinued EEG remuneration for PV systems. Within the context, empirical findings from the customer survey are presented and conclusions are derived. Findings: By evaluating this survey, key conclusions could be drawn for the development of new, innovative platform-based marketing approaches for the energy generated from renewable energy systems. Amongst other things, it was found that the current business model of the citizens' energy cooperatives is mainly based on the pure generation of renewable electricity, which is marketed within the framework of the EEG. Originality/Value: The research team developed a hypothesis-based questionnaire to empirically identify the needs of citizens' energy cooperatives and thus be able to create platform-based and service-oriented business models. With this in mind, the innovative business models have the aim of enabling the citizens' energy cooperatives and the energy companies to continue to exist in a mutually meaningful cooperation.
目的:在巴登-符腾堡州科学、研究和艺术部资助的创新研究项目“公民能源转型”(资助代码Kap. 1403标题组75)的背景下,到2022年,将开发并实施光伏电力经济、平台营销的数字商业模式。本研究项目解决的基本问题是确保可再生能源系统的持续运行,这些系统不再有资格获得《可再生能源法案》(EEG)的资助。自2021年1月1日起,可再生能源装置从EEG资金中撤出,由此可能导致停机,这可能导致可再生能源发电能力的崩溃。从气候保护的角度来看,这将是一个问题,但也涉及到能源转型的持续实施。因此,为社区能源合作社、可再生能源系统运营商、电力消费者、网络运营商、直销商、计费服务提供商和中小型市政公用事业开发可持续的商业模式就更加重要了。设计/方法/方法:为了实现用户体验的商业模式,本研究项目于2021年春季对巴登-符腾堡州所有公民能源合作社进行了基于假设的调查(全面调查)。这项实证调查的目的是探讨公民能源合作社在光伏系统停止EEG报酬方面的现状和行动选择。在此背景下,提出了客户调查的实证结果,并得出了结论。研究结果:通过评估这项调查,可以得出关键结论,为可再生能源系统产生的能源开发新的、创新的基于平台的营销方法。除其他事项外,我们发现公民能源合作社目前的商业模式主要基于可再生电力的纯发电,这是在EEG框架内销售的。原创性/价值:研究团队开发了一份基于假设的调查问卷,实证地识别公民能源合作社的需求,从而能够创建基于平台和服务的商业模式。考虑到这一点,创新的商业模式的目标是使公民的能源合作社和能源公司能够继续在一种相互有意义的合作中存在。
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引用次数: 0
Evaluation of advanced reserve sizing methods based on RE variability and uncertainty 基于RE变异性和不确定性的先进储量分级方法评价
Pub Date : 1900-01-01 DOI: 10.1049/icp.2021.2497
S. Miladinova, F. Bourry
The large-scale integration of variable renewable energy (RE) into the electricity mix imposes to deal with the uncertainty and variability associated with such generation. As a result, the power system reserve management, which aims to ensure real-time balancing between production and load, has to evolve in order to guarantee the reliable operation of the electrical grid. This paper focuses on the evaluation of advanced reserve sizing methods identified in the literature, based on real operation data, from RE plants under operation. More precisely, the paper details a field-data oriented analysis, where fine time-resolution (few minutes time step) data is analyzed (1) to characterize RE variability and uncertainty, and (2) to evaluate the benefits from taking into account such variability and uncertainty for advanced reserve sizing.
可变可再生能源(RE)大规模整合到电力结构中,要求处理与此类发电相关的不确定性和可变性。因此,为了保证电网的可靠运行,以保证生产与负荷实时平衡为目标的电力系统储备管理必须不断发展。本文以运行中的可再生能源电厂的实际运行数据为基础,对文献中确定的先进储量分级方法进行了评价。更准确地说,本文详细介绍了面向现场数据的分析,其中分析了精细的时间分辨率(几分钟时间步长)数据(1)来表征RE的可变性和不确定性,(2)来评估考虑这种可变性和不确定性对高级储量规模的好处。
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引用次数: 0
Connecting the dots: distribution grid investments to power the energy transition 连接点:配电网投资为能源转型提供动力
Pub Date : 1900-01-01 DOI: 10.1049/icp.2021.2473
P. Wilczek
In early 2021, Eurelectric releases a landmark study on distribution grid investment needs at the EU level by 2030, conducted by Monitor Deloitte in partnership with E.DSO, entitled ‘Connecting the dots’, see also here: https://www.eurelectric.org/connecting-the-dots/
2021年初,欧洲电力公司发布了一项具有里程碑意义的研究,该研究是由德勤与E.DSO合作进行的,题为“连接点”,详见:https://www.eurelectric.org/connecting-the-dots/
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引用次数: 16
Fault operation of grid-forming converters with focus on system stability 以系统稳定性为重点的并网变流器故障运行
Pub Date : 1900-01-01 DOI: 10.1049/icp.2021.2485
N. Wiese, D. Duckwitz, M. Nuschke, Y. Zhang, M. Braun
The increasing integration of renewable energies and battery storages into the electrical grid make new control methods for converters necessary. So called grid-forming converters open the possibility for fully converter based grids. Grid-forming converters have to cope with all kinds of disturbances like short-circuits. These pose the challenge of limiting fault currents in order to protect converters. In this paper we present a control scheme based on the virtual synchronous machine with two different methods of overcurrent protection. We show that fault currents can be limited in order to avoid additional hardware costs. Both methods show superior angular stability during and after the fault and are suitable for parallel operation with synchronous generators and synchronous condensers.
越来越多的可再生能源和电池存储整合到电网中,这就需要新的转换器控制方法。所谓的网格形成转换器开启了完全基于转换器的网格的可能性。并网变流器必须应对各种干扰,如短路。这些都提出了限制故障电流以保护转换器的挑战。本文提出了一种基于虚拟同步机的控制方案,采用两种不同的过流保护方法。我们表明,可以限制故障电流,以避免额外的硬件成本。两种方法均具有良好的故障时和故障后的角稳定性,适合与同步发电机和同步凝汽器并联运行。
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引用次数: 2
Cross-current power control for coordination of multiple grid forming inverters 多台并网逆变器协调的交叉电流功率控制
Pub Date : 1900-01-01 DOI: 10.1049/icp.2021.2487
S. Sugimori, T. Narita, T. Nakajima, Y. Mitsugi, H. Hashiguchi
The number of distributed energy resources (DERs) and battery energy storage systems (BESS) is increasing recently. Most of the DERs are renewable energy sources such as photovoltaic power (PV) and wind power plants. Since the DER and BESS generate dc power or ac power with a frequency different from the grid frequency, those are connected to the power grid by power electronic inverters. However, the inverters do not have inertia and synchronizing power, necessary for stabilizing the power grid in case of grid disturbances. For providing virtual inertia to the inverter, grid following control (GFL) and grid forming control (GFM) methods are being researched in the world. However, parallel operation of voltage source converters often causes undesirable current, which is called cross-current flows between each GFM. This paper proposes a cross-current power control method for the GFM inverters in parallel operation and shows a simulation model of the proposed method. MATLAB/Simulink is used in the simulation. The paper also reports the results of simulations forvalidating the proposed control method.
近年来,分布式能源(DERs)和电池储能系统(BESS)的数量不断增加。其中大部分是可再生能源,如光伏发电(PV)和风力发电厂。由于DER和BESS产生的直流或交流电源的频率与电网频率不同,因此它们通过电力电子逆变器连接到电网。然而,逆变器不具有在电网扰动情况下稳定电网所必需的惯性和同步功率。为了给逆变器提供虚拟惯量,电网跟随控制(GFL)和电网成形控制(GFM)方法在国际上得到了广泛的研究。然而,电压源变换器并联工作时,往往会产生不理想的电流,即各电压源变换器之间的交叉电流。提出了一种GFM逆变器并联运行时的交叉功率控制方法,并给出了该方法的仿真模型。仿真采用MATLAB/Simulink。本文还报道了仿真结果,以验证所提出的控制方法。
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引用次数: 1
Hybridizing synchronous condensers with grid forming batteries for PV integration – a solution to enhance grid reliability and resiliency 将同步聚光器与并网电池相结合,实现光伏一体化——提高电网可靠性和弹性的解决方案
Pub Date : 1900-01-01 DOI: 10.1049/icp.2021.2488
V. Gevorgian, S. Shah, W. Yan
One of the main challenges associated with deployment of high shares of inverter-based resources (IBRs) in power grid is not only reduced system inertia but also degrading system strength that may cause severe stability impacts. A minimum level of system strength is needed for the power system to remain stable. Significant system strength reduction is expected in almost all planned areas for solar and wind generation deployment. Synchronous condensers (SC) have been considered as one main technology to address the system strength issues for the areas with high levels of IBRs. SCs can help improving reliability and resiliency of power system but they do not provide the full range of services needed by power systems for reliable and economic integration of high shares of inverter-coupled variable generation such as PV generation. NREL has been conducting research on a hybridized concept that combines SCs with grid forming (GFM) battery energy storage systems (BESS). This super flexible AC transmission system (SuperFACTS) that combines these two technologies in a single plant under the same controller offers a unique scalable set of services to the power system at all levels (transmission, sub-transmission, distribution, islands and isolated microgrids).
在电网中部署高份额的基于逆变器的资源(IBRs)所面临的主要挑战之一不仅是降低系统惯性,而且还会降低系统强度,从而可能导致严重的稳定性影响。电力系统保持稳定需要一个最小的系统强度。预计在几乎所有计划部署太阳能和风力发电的地区,系统强度都会显著降低。同步电容器(SC)已被认为是解决高水平ibr地区系统强度问题的主要技术之一。SCs可以帮助提高电力系统的可靠性和弹性,但它们不能提供电力系统所需的全方位服务,以实现高份额的逆变器耦合变量发电(如光伏发电)的可靠和经济整合。NREL一直在研究将SCs与网格形成(GFM)电池储能系统(BESS)相结合的混合概念。这种超级灵活的交流输电系统(SuperFACTS)将这两种技术结合在同一个控制器下的单个工厂中,为各级电力系统(输电、子输电、配电、孤岛和孤立微电网)提供了一套独特的可扩展服务。
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引用次数: 0
期刊
11th Solar & Storage Power System Integration Workshop (SIW 2021)
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