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2017 52nd International Universities Power Engineering Conference (UPEC)最新文献

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Impact of distributed generation on radial distribution network with various load models 不同负荷模式下分布式发电对径向配电网的影响
Pub Date : 2017-08-01 DOI: 10.1109/UPEC.2017.8231905
Halime Hizarci, B. Turkay
Distributed generation has become a popular research are with rapid increase on power demand. Optimal size and location of distributed generation are an important optimization problem to satisfy growing power demand. In this study, particle swarm optimization has been used for optimal placement and sizing of distributed generation to minimize power loss in distribution network considering different static load models such as constant power, constant current, constant impedance, residential, commercial, industrial and mixed load models. Results have shown that using this method, voltage profile of the distribution network has been improved and numbers of buses violating voltage limits have been reduced after distributed generation placement. Further power system operating point has been improved and loadability of network increased without violating bus voltage and line current limits. Analysis has been demonstrated on a 12.66 kV 33-bus radial distribution network. Mathematical models of the loads have been considered as voltage dependent exponential load model and practical values of the active and reactive power exponents for load models have been used to represent their influence on real power loss and voltage stability issues. Indices related with voltage stability and power loss presented in literature have been calculated to determine performance of the study. Besides less parameter requirement of particle swarm optimization method, it is easy to implement on large power systems and these characteristics make the method preferable.
随着电力需求的迅速增加,分布式发电已成为研究的热点。分布式发电的最优规模和最优选址是满足日益增长的电力需求的重要优化问题。在本研究中,考虑了恒功率、恒电流、恒阻抗、住宅、商业、工业和混合负载模型等不同的静态负荷模型,采用粒子群算法对分布式发电的最优布局和规模进行优化,使配电网的功率损耗最小。结果表明,该方法改善了配电网的电压分布,减少了配电网配电网电压限值超标的母线数量。在不违反母线电压和线路电流限制的情况下,进一步改善了电力系统的工作点,提高了电网的负荷能力。以12.66 kV 33母线径向配电网为例进行了分析。负荷的数学模型被认为是电压相关的指数负荷模型,负荷模型的有功和无功指数的实用值被用来表示它们对实际功率损耗和电压稳定问题的影响。计算了文献中与电压稳定性和功率损耗相关的指标,以确定研究的性能。粒子群优化方法不仅参数要求少,而且易于在大型电力系统中实现,具有较好的优越性。
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引用次数: 8
Generic dynamic load models using artificial neural networks 基于人工神经网络的通用动态负荷模型
Pub Date : 2017-08-01 DOI: 10.1109/UPEC.2017.8231937
E. O. Kontis, Ioannis S. Skondrianos, T. Papadopoulos, A. Chrysochos, G. Papagiannis
The increased availability of measurements in modern power systems, due to the advent of smart grids and the installation of phasor measurement units, has favored the development of dynamic load models using online recorded responses. However, load model parameters are significantly affected by loading conditions and change considerably due to the time-varying and weather-dependent composition of load. Therefore, load model parameters obtained from in-situ measurements are valid only for a narrow range of operating conditions. Scope of this paper is to propose a systematic identification procedure to develop generic dynamic load models, valid for a wide range of discrete operating conditions. For this purpose, two different generic modeling approaches are considered. The first approach is based on statistical analysis, while the second employs Artificial Neural Networks (ANNs). Several simulation scenarios are performed using the NEPLAN software to investigate the accuracy of the derived models over a wide range of different loading conditions, while their generalization capabilities are evaluated using the cross-validation technique.
由于智能电网的出现和相量测量单元的安装,现代电力系统中测量的可用性增加,有利于使用在线记录响应的动态负载模型的发展。然而,荷载模型参数受到荷载条件的显著影响,并且由于荷载的时变和天气相关组成而发生很大变化。因此,从现场测量中获得的负荷模型参数仅对一个狭窄的工作条件范围有效。本文的范围是提出一个系统的识别程序来开发通用的动态负荷模型,适用于广泛的离散运行条件。为此,考虑了两种不同的通用建模方法。第一种方法基于统计分析,而第二种方法采用人工神经网络(ann)。使用NEPLAN软件进行了几个模拟场景,以研究在不同负载条件下推导模型的准确性,同时使用交叉验证技术评估其泛化能力。
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引用次数: 9
Evaluating the effect of wind-hydro hybrid power stations on the operation of Cretan power system 评价风-水电混合电站对克里特岛电力系统运行的影响
Pub Date : 2017-08-01 DOI: 10.1109/UPEC.2017.8231945
A. Tsikalakis, Y. Katsigiannis, E. Karapidakis, K. Fiorentzis
The Cretan power system is the largest autonomous power system in Greece, and it consumes around 5% of the total Greek electricity demand. It contains a large number of conventional power stations that are combined with significant installed capacity of wind farms and photovoltaics. This paper is evaluating the effect of a large wind-hydro hybrid power station installation in this system. The analysis is implemented by using PowerWorld simulator, and it contains a large number of alternative scenarios, which combine different values of load demand and renewable energy production. The results show that with the inclusion of the hybrid station, significant economical benefits in Cretan power system operation can be achieved, without affect the safe operation of the system.
克里特岛电力系统是希腊最大的自治电力系统,它消耗了希腊总电力需求的5%左右。它包含了大量的传统发电站,并结合了风力发电场和光伏发电的巨大装机容量。本文对某大型风电混合电站在该系统中的安装效果进行了评价。该分析是通过使用PowerWorld模拟器实现的,它包含了大量的替代方案,这些方案结合了负载需求和可再生能源生产的不同值。结果表明,在不影响克里特岛电力系统安全运行的前提下,加入混合电站可实现显著的经济效益。
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引用次数: 9
A comprehensive approach for analytical modeling of line commutated converter based multiterminal HVDC systems 基于线路换向变换器的多终端高压直流系统综合分析建模方法
Pub Date : 2017-08-01 DOI: 10.1109/UPEC.2017.8231912
M. Blechschmidt, C. Hahn, M. Luther
This paper presents an analytical model of Line Commutated Converter (LCC) based Multiterminal (MT) High-Voltage Direct Current (HVDC) systems. The approach is based on space phasor transformation and provides a modular HVDC model, since every converter of the MT system is carried out as an independent network. For each switching state of the converter — which is either two valve conduction or commutation — the space phasor transformation provides a subsystem in the complex plane; each of this consists of a voltage source, a grid impedance and a transformer impedance. The commutation current of each converter is derived from the imaginary part network of the respective subsystem. A generalization of the real part network leads to a generic subsystem for all switching states of the converter. A succeeding connection with a state space model of the DC network is performed; applying mesh analysis yields a differential equation system in order to derive the DC current. To verify the accuracy of the developed model, a comparison with an electromagnetic transient (EMT) model is carried out, which shows the consistence of the dynamic behavior.
提出了基于线路换流变换器(LCC)的多终端高压直流(HVDC)系统的分析模型。该方法基于空间相量变换,提供了一个模块化的HVDC模型,因为MT系统的每个变流器都是作为一个独立的网络进行的。对于变换器的每一种开关状态(双阀导通或换相),空间相量变换在复平面上提供了一个子系统;每一个都由一个电压源、一个电网阻抗和一个变压器阻抗组成。各变换器的换流电流由各分系统的虚部网络导出。通过对实部网络的推广,可以得到一个适用于变换器所有开关状态的通用子系统。与所述直流网络的状态空间模型进行后续连接;应用网格分析得到一个微分方程组,以推导直流电流。为了验证所建立模型的准确性,与电磁瞬变(EMT)模型进行了比较,显示了动态行为的一致性。
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引用次数: 2
Fault detection using probabilistic prediction and data fusion on a bulk good system 基于概率预测和数据融合的大宗货物系统故障检测
Pub Date : 2017-08-01 DOI: 10.1109/UPEC.2017.8231878
Fernando Arévalo, Tariq Mohammed, Andreas Schwung
Industrial companies worldwide want to keep a steady performance of their processes. In order to ensure this, a company usually implements a continuous condition monitoring for their machines. Ideally, the company analyzes the resulting data and obtains an insight on the failure causes of the machines. Unfortunately, the data itself cannot always discover the hidden causes for a fault in the machine, due either to the big amount of data or its complexity. This paper applies probabilistic prediction and data fusion techniques for fault detection on a bulk good system. The data acquisition from the bulk good system is implemented using the OPC Unified Architecture (OPC-UA) Machine-to-Machine Communication Protocol. OPC-UA collects data from the automation platform, and stores it in batches. Each batch contains all system features. Firstly, the system data is analyzed by means of a centralized approach. For that purpose, the probabilistic methods Naïve Bayes and Full Bayes are implemented. Furthermore, a decentralized approach is implemented using a two-step method. The first step gathers the health status of the main components by means of a local analysis. The second step fuses the results of each component, in order to obtain an overall status. The results show that the data fusion approach improves the performance of the fault detection algorithm.
世界各地的工业公司都希望保持其流程的稳定性能。为了确保这一点,公司通常对其机器实施连续状态监测。理想情况下,公司会分析结果数据,并深入了解机器故障的原因。不幸的是,由于数据量大或数据的复杂性,数据本身并不总是能发现机器故障的隐藏原因。本文将概率预测和数据融合技术应用于大宗货物系统的故障检测。采用OPC统一架构(OPC- ua)机器对机器通信协议实现了批量货物系统的数据采集。OPC-UA从自动化平台收集数据,并将其批量存储。每个批包含所有系统特性。首先,对系统数据进行集中分析。为此,实现了概率方法Naïve贝叶斯和全贝叶斯。此外,分散式方法采用两步方法实现。第一步通过局部分析收集主要组件的健康状态。第二步融合每个组件的结果,以获得总体状态。结果表明,数据融合方法提高了故障检测算法的性能。
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引用次数: 4
Power tracking in a MMC-multi-terminal HVDC system with centralized and decentralized MPC using a black box modeling approach 基于黑盒建模方法的集中式和分散式MPC的mmc -多终端高压直流系统功率跟踪
Pub Date : 2017-08-01 DOI: 10.1109/UPEC.2017.8232017
T. Nowak, M. Suriyah, T. Leibfried
This paper introduces and compares a decentralized and centralized model predictive control scheme for power tracking in a multi-terminal HVDC system based on MMCs. The MPC scheme requires a prediction, which is implemented by treating the HVDC system as a black box. With this approach it is possible to use an MPC scheme without detailed knowledge about the controlled system, which eases the design of the controller and allows using this method on more complex systems. While a centralized MPC achieves a better performance, a decentralized MPC is more practical, since it does not require communication between the terminals. This paper investigates the performance loss of decentralized MPCs compared to a centralized MPC and introduces a new method to increase the performance of decentralized MPCs by iteratively minimizing undesired control interactions. The proposed method is not limited to HVDC systems.
介绍并比较了一种基于mmc的多端高压直流系统电力跟踪的分散模型和集中模型预测控制方案。MPC方案需要一个预测,这是通过将高压直流系统作为一个黑箱来实现的。通过这种方法,可以使用MPC方案,而不需要详细了解被控系统,这简化了控制器的设计,并允许在更复杂的系统上使用这种方法。虽然集中式MPC实现了更好的性能,但分散式MPC更实用,因为它不需要终端之间的通信。本文研究了分散MPC与集中式MPC相比的性能损失,并介绍了一种通过迭代最小化非期望控制交互来提高分散MPC性能的新方法。该方法不仅适用于高压直流系统。
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引用次数: 4
Addressing the conflict of interest between aggregators and DSOs in deregulated energy markets 在解除管制的能源市场中,解决集成商和dso之间的利益冲突
Pub Date : 2017-08-01 DOI: 10.1109/UPEC.2017.8231901
C. Heinrich, C. Ziras, S. You, H. Bindner
This paper investigates potential conflicts of interest between distribution system operators (DSOs) and aggregators. We propose a method to quantify the allowed operating range of residential flexible loads in a local distribution network. The calculated bounds can be used to formulate DSO services, tradable on a potential DSO service market platform. Aggregators are considered, concentrating thermostatically controlled loads and electric vehicles with vehicle2grid technology in order to perform arbitrage on the power market and to offer ancillary services.
本文研究了配电系统运营商(dso)和集成商之间的潜在利益冲突。提出了一种量化本地配电网住宅柔性负荷允许运行范围的方法。计算出的边界可用于制定DSO服务,并可在潜在的DSO服务市场平台上进行交易。为了在电力市场上进行套利并提供辅助服务,考虑了聚合器,将恒温控制负载和电动汽车与车网技术集中在一起。
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引用次数: 1
Energy storage for enhanced frequency response services 用于增强频率响应服务的能量存储
Pub Date : 2017-08-01 DOI: 10.1109/UPEC.2017.8231914
Alexander Cooke, D. Strickland, K. Forkasiewicz
In the last 7 years, the UK has seen an unexpectedly large increase in embedded power electronic connected generation connecting to both the transmission and distribution network. This is problematic to system inertia, since there is no inherent rotational mass within Power electronic connected generation to provide kinetic energy to the grid as required. National Grid must secure the system to protect the frequency against a single in-feed loss. However, as the system becomes less synchronous, it becomes less secure. As a solution to this, energy storage systems are being investigated as a possible option to assist with frequency regulation. National Grid are looking to trial a new Enhanced Frequency Response (EFR) service starting before or during 2018. This paper considers different Energy Storage strategies for assisting with frequency response and compares these to the EFR and the more traditional Fast Frequency response service.
在过去的7年里,英国的嵌入式电力电子连接发电系统与输配电网络的连接出现了意想不到的大幅增长。这对系统惯性是有问题的,因为在电力电子连接发电中没有固有的旋转质量来为电网提供所需的动能。国家电网必须确保系统的安全,以保护频率免受单次馈入损耗的影响。然而,随着系统变得越来越不同步,它也变得越来越不安全。为了解决这个问题,储能系统正在被研究作为辅助频率调节的可能选择。英国国家电网计划在2018年之前或期间试用一种新的增强频率响应(EFR)服务。本文考虑了不同的储能策略来辅助频率响应,并将其与EFR和更传统的快速频率响应服务进行了比较。
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引用次数: 17
Optimal voltage control in distribution feeders with large penetration of wind 大穿透风配电馈线电压最优控制
Pub Date : 2017-08-01 DOI: 10.1109/UPEC.2017.8231936
Seyhan Tural, O. Ceylan, S. Paudyal
This paper develops coordinated voltage control with high penetration of wind in power distribution systems. In the proposed method, daily schedule of optimal voltage profiles are determined by using optimization technique based on predicted values of load demand and by controlling tap positions of regulators, switched capacitors, and reactive power outputs of the inverters. In this paper, three optimal voltage control models are developed: the first model uses capacitors as control devices; the second model uses capacitors and tap changers of voltage regulators; and the third model includes the inverters of the wind turbines as well. We use a recently developed heuristic, Sine-cosine algorithm, to solve the optimal voltage control problems. The case studies carried out on a modified 33-node feeder shows the effectiveness of the proposed optimization models in controlling the voltages in distribution feeders.
本文研究了配电系统中高渗透风的协调电压控制。该方法采用基于负荷需求预测值的优化技术,通过控制稳压器分接位置、开关电容器分接位置和逆变器无功输出来确定最优电压分布图的日调度。本文提出了三种最优电压控制模型:第一种模型采用电容器作为控制装置;第二种模式使用电容器和稳压器的分接开关;第三种模型也包括风力涡轮机的逆变器。我们使用最近开发的启发式正弦余弦算法来解决最优电压控制问题。在一个改进的33节点馈线上进行的实例研究表明,所提出的优化模型在控制配电馈线电压方面是有效的。
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引用次数: 0
Feasibility study of microgrid village with renewable energy sources 可再生能源微电网村可行性研究
Pub Date : 2017-08-01 DOI: 10.1109/UPEC.2017.8231889
E. Loukakis, E. Karapidakis
The exploitation of distributed energy resources and problems associated with islanded energy grids are important in optimizing sustainability of electricity supply, where microgrids play a major role in the decentralized and dispersed production. As defined, a microgrid is a group of interconnected loads and distributed energy resources within clearly defined electrical boundaries that acts as a single controllable entity with respect to the grid. Can connect and disconnect from the grid to enable it to operate in both grid-connected or island mode (remoted). The main focus of this study is the evaluation of a remoted microgrid of Vorias village, located in the inland of Crete island. Considering the household, agricultural and industrial loads of the village, were chosen RESs, such as wind turbines, photovoltaic panels and occasionally, small storage units in case of excess production. Energy Storage and small biomass generators are proposed. The co-production of RESs aims the 100% energy independence, considering economic and environmental impact boundaries. To maintain the highest degree of reliability and security of the operating system, the designed potential project is also represented through Geographical Information Systems (GIS) in map forms (wind and solar energy potential maps). The region of Vorias village presents intense relief that justifies the installation of both wind and solar parks, regardless of the possibility of individual RESs installation in the settlements of the region.
分布式能源的开发和与孤岛能源网有关的问题对于优化电力供应的可持续性很重要,其中微电网在分散和分散生产中发挥着重要作用。根据定义,微电网是一组在明确定义的电气边界内相互连接的负载和分布式能源,相对于电网而言,它们是一个单一的可控实体。可以连接和断开与电网的连接,使其能够在并网或孤岛模式(远程)下运行。本研究的主要重点是对位于克里特岛内陆的Vorias村的一个偏远微电网进行评价。考虑到村庄的家庭、农业和工业负荷,选择了可再生能源,如风力涡轮机、光伏板,偶尔还有小型存储单元,以防生产过剩。提出了储能和小型生物质发电机。考虑到经济和环境影响的界限,联合生产RESs的目标是100%的能源独立。为了保持操作系统的最高可靠性和安全性,设计的潜在项目也通过地理信息系统(GIS)以地图形式表示(风能和太阳能潜力地图)。Vorias村地区呈现出强烈的缓解,证明安装风能和太阳能公园是合理的,无论该地区的定居点是否有可能安装单独的RESs。
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引用次数: 7
期刊
2017 52nd International Universities Power Engineering Conference (UPEC)
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