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2021 56th International Universities Power Engineering Conference (UPEC)最新文献

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Time and Frequency Domain Health Indicators for Capacity Prediction of Lithium-ion Battery 锂离子电池容量预测的时频域健康指标
Pub Date : 2021-08-31 DOI: 10.1109/UPEC50034.2021.9548150
Ma’d El-Dalahmeh, Prudhive Thummarapally, M. Al-Greer, M. El‐Dalahmeh
Predict the capacity of lithium-ion batteries with high accuracy is crucial to the reliability and safety of the system. Due to the complex nature and the nonlinear degradation phenomena of the lithium-ion battery, monitoring the battery's capacity is a challenging task. This paper proposes a machine learning model based on time and frequency domain health indicators to predict the capacity of lithium-ion battery cycled under different operational conditions. The time and frequency domain health indicators have been extracted from the measured voltage. The extracted features have been fed into extreme learning machine model to predict the capacity. This approach has been tested on 16 lithium-ion batteries cycled at many operational conditions from NASA. The results show that the proposed method can track the degradation from the extracted health indicators from both domains (time and frequency). The extreme learning model can effectively predict the capacity with a root mean square error of 1.3%.
准确预测锂离子电池的容量对系统的可靠性和安全性至关重要。由于锂离子电池的复杂性和非线性退化现象,对电池容量的监测是一项具有挑战性的任务。本文提出了一种基于时频域健康指标的机器学习模型,用于预测锂离子电池在不同运行条件下的循环容量。从测量电压中提取了时域和频域健康指标。将提取的特征输入到极限学习机模型中进行容量预测。这种方法已经在美国宇航局的16个锂离子电池上进行了测试,这些电池在许多操作条件下循环使用。结果表明,该方法可以从时间和频率两个域跟踪健康指标的退化情况。极端学习模型可以有效预测容量,均方根误差为1.3%。
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引用次数: 1
EV Fast Charging Microgrid on Highways: A Hierarchical Analysis for Choosing the Installation Site 高速公路上的电动汽车快速充电微电网:安装地点选择的层次分析
Pub Date : 2021-08-31 DOI: 10.1109/UPEC50034.2021.9548256
Joelson Lopes da Paixão, A. Abaide, J. Sausen, Leonardo N. F. Silva, L. D. da Silva
This paper presents the development of a methodology to evaluate candidates places for installation an EV fast charging microgrid (EVFCM), composed by charging station, electrical grid connection, photovoltaic carport and a small wind generation. The methodology proposed focus on evaluating pre-defined points over eleven different criteria, such as: vehicle flux, proximity of medium voltage grid, availability of wind and solar generation, and socioeconomical data from place and population. The overall goal is to classify hierarchically this points to find the best options places to install the EVFCM. The case study is applied in the east of the state of Rio Grande do Sul, and the predefined points are sitting along important highways that connect Brazil to Uruguay.
本文提出了一种方法来评估安装电动汽车快速充电微电网(EVFCM)的候选地点,该微电网由充电站、电网连接、光伏车场和小型风力发电组成。提出的方法侧重于评估11个不同标准上的预定义点,例如:车辆流量、中压电网的接近程度、风能和太阳能发电的可用性以及来自地点和人口的社会经济数据。总体目标是按层次进行分类,以便找到安装EVFCM的最佳选择位置。该案例研究应用于南里奥格兰德州东部,预定的点位于连接巴西和乌拉圭的重要高速公路沿线。
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引用次数: 2
Optimizing the turbines distribution in wind farms based on mutual minimization of the wake effect 基于相互最小尾流效应的风电场涡轮优化配置
Pub Date : 2021-08-31 DOI: 10.1109/UPEC50034.2021.9548212
V. Radulescu
Romania is considered the country in Southeast Europe with the highest wind potential, with a production capacity of over 14 GW. Currently, due to the investments of over 9 billion euros made in wind farms, approximately 2500 MW are produced from wind, representing about 20-25% of domestic energy production. In addition to the existing wind power plants, three more new wind farms will soon be realized. This paper presents a methodology for optimizing the distribution of turbines in a wind farm so as to minimize the mutual influence of turbines during operation, due to the wake effect. A correlation is created between the mast-induced disturbances and the turbine nacelle, the recorded atmospheric data, and the number of turbines rows. Fluent software is used to model the main vortex produced by the rotor, for which the computational field is structured in the main wind direction. The vortices behind the rotor and nacelle are estimated. The measured and recorded data of significant air parameters in the future location of the wind farm, in the southern part of Moldova, are briefly presented. The numerical model was tested for several types of turbines with a capacity of about 2 MW, thus conducting a comparative study. Based on these results, the possible energy to be produced multi-annually was evaluated. A new correction of the turbine distribution was made, by estimating the implementation costs of the wind farm with turbines distributed in two and 100 rows.
罗马尼亚被认为是东南欧风电潜力最大的国家,产能超过14吉瓦。目前,由于对风力发电场的投资超过90亿欧元,风力发电量约为2500兆瓦,约占国内能源产量的20-25%。除了现有的风力发电厂,还有三个新的风力发电厂即将建成。本文提出了一种优化风电场中各涡轮机分布的方法,以使各涡轮机在运行过程中由于尾流效应而产生的相互影响最小化。桅杆引起的扰动与涡轮机舱、记录的大气数据和涡轮排数之间产生了相关性。采用Fluent软件对旋翼产生的主涡进行建模,计算场结构在主风向上。估计了转子和机舱后的涡。简要介绍了摩尔多瓦南部风力发电场未来位置的重要空气参数的测量和记录数据。数值模型在2兆瓦左右的几种型号涡轮机上进行了测试,从而进行了比较研究。在此基础上,对多年生产的可能能源进行了评估。通过估算两排和100排风力发电机的实施成本,对风力发电机的分布进行了新的校正。
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引用次数: 0
Barriers and Solutions for EVs Integration in the Distribution Grid 配电网中电动汽车集成的障碍与解决方案
Pub Date : 2021-08-31 DOI: 10.1109/UPEC50034.2021.9548235
Simone Striani, Kristian Sevdari, Lisa Calearo, P. B. Andersen, M. Marinelli
The mass penetration of electric vehicles (EVs) could develop grid stability problems due to the increase of peak loads created by coincident charging factors. Smart charging is the control of the EV charging loads and has long been identified as a potential solution. Smart charging could also contribute to grid stability by mitigating the intermittent nature of renewable energy generation. This paper describes the current status of EV flexibility services at the distribution level. The analysis of the smart charging status is done considering the technological, economic and regulatory frameworks, and presenting what the different barriers of each of these aspects are. Additionally, the paper introduces the ACDC project (Autonomously Controlled Distributed Charger), which aims at developing an EV clustering method based on distributed smart charging control logic for flexibility services. For divulgation purposes, the scheduled test case scenario of the parking lot at the Technical University of Denmark is described. The paper concludes on some of the most relevant actions to overcome the most imminent barriers and to push further the roll-out of EV charging infrastructure towards the target EV penetration planned by policymakers.
随着电动汽车的大规模普及,由于同步充电因素造成的峰值负荷增加,可能会引发电网稳定性问题。智能充电是对电动汽车充电负荷的控制,长期以来一直被认为是一种潜在的解决方案。智能充电还可以减轻可再生能源发电的间歇性,从而有助于电网的稳定。本文介绍了配电层电动汽车柔性服务的现状。分析了智能充电的技术、经济和监管框架,并提出了这些方面的不同障碍。此外,本文还介绍了自主控制分布式充电器(autonomous Controlled Distributed Charger, ACDC)项目,该项目旨在开发一种基于分布式智能充电控制逻辑的电动汽车聚类方法,以实现灵活性服务。出于泄露的目的,本文描述了丹麦技术大学停车场的预定测试用例场景。本文总结了一些最相关的行动,以克服最紧迫的障碍,并进一步推动电动汽车充电基础设施的推广,实现政策制定者计划的电动汽车普及目标。
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引用次数: 4
Real-Time Electromechanical Mode Identification through Energy-sorted Matrix Pencil Method 基于能量排序矩阵铅笔法的实时机电模式识别
Pub Date : 2021-08-31 DOI: 10.1109/UPEC50034.2021.9548194
Rahul Rane, A. Pandey, F. Kazi
Large areas of modern power systems are inter-connected for improved power pooling, resulting in higher system inertia. On the other hand, it provides the capability of long-distance transmission of power. Thus, increasing the potential of tie-lines to run at near-maximum capacity. The probability of inter-area oscillations between two areas increases as tie lines are operated closer to full capacity, and this is particularly prevalent near high load density areas. Inter-area stability analysis is becoming more difficult as the current power system becomes more interconnected. This paper implements the energy-sorted Matrix Pencil Method (MPM) on a real-time simulation testbed to perform an online estimation of Low-Frequency Electromechanical Oscillations (LFEOs) present in a power system that is complex and highly interconnected and also implements an oscillation detection method on Phasor Measurement Units (PMUs) data to ensure that energy-sorted MPM is be applied to the relevant data type. As a result, the estimation of modal parameters can be utilized further with confidence and promptly. The proposed process is evaluated on a Klein-Rogers-Kundur test case, and the outcome of the simulation is presented which justifies the effectiveness of energy-sorted MPM in real-time LEFOs.
现代电力系统大面积互连,以改善电力池,导致系统惯性增大。另一方面,它提供了远距离传输电力的能力。因此,增加了联络线以接近最大容量运行的潜力。当联络线接近满负荷运行时,两个区域之间区域间振荡的可能性就会增加,这在高负载密度区域尤其普遍。随着当前电力系统互联性的日益增强,区域间稳定性分析变得越来越困难。本文在一个实时仿真试验台上实现了能量排序矩阵铅笔法(MPM),对复杂且高度互联的电力系统中存在的低频机电振荡(lfeo)进行在线估计,并实现了对相量测量单元(pmu)数据的振荡检测方法,以确保能量排序矩阵铅笔法适用于相关数据类型。结果表明,模态参数的估计可以进一步得到可靠和及时的利用。在Klein-Rogers-Kundur测试用例中对所提出的过程进行了评估,并给出了仿真结果,证明了能量排序MPM在实时LEFOs中的有效性。
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引用次数: 2
Review of Control Algorithms for Reconfigurable Battery Systems with an Industrial Example 可重构电池系统控制算法综述及工业实例
Pub Date : 2021-08-31 DOI: 10.1109/UPEC50034.2021.9548259
Z. M. Pinter, Dimitrios Papageorgiou, Gunnar Rohde, M. Marinelli, C. Træholt
Battery cells within battery energy storage systems (BESS) do not have homogeneous attributes, and the lowest capacity ones limit the performance and lifetime of the whole pack. Modern battery management systems (BMS) solve this problem with balancing, while providing the required service, and safe operation to the user. Reconfigurable battery systems (RBS) are BESSs that involve a BMS with reconfiguration. Reconfiguration uses feedback to determine the circuit switching logic. This paper presents a structured review of the control algorithms for RBSs. The RBSs are divided into groups according to their control strategies and control implementations. Finding the adequate control strategy requires well-defined objectives and control design. The control implementation focuses on physical and architectural aspects, like the reconfiguration frequency, the balancing operation and the control topology. The considerations and categories are discussed with the advantages, disadvantages and academic examples, and then an innovative industrial BMS is introduced.
电池储能系统(BESS)中的电池单体属性不均匀,容量最低的单体限制了整个电池组的性能和寿命。现代电池管理系统(BMS)通过平衡解决了这一问题,同时为用户提供所需的服务和安全操作。可重构电池系统(RBS)是一种涉及可重构BMS的电池系统。重新配置使用反馈来确定电路的开关逻辑。本文提出了一个结构化的回顾控制算法的rbs。根据rbs的控制策略和控制实现,将其划分为不同的组。找到适当的控制策略需要明确的目标和控制设计。控制实现侧重于物理和体系结构方面,如重新配置频率、平衡操作和控制拓扑。讨论了考虑因素和分类,优缺点和学术实例,然后介绍了一个创新的工业管理系统。
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引用次数: 6
Analysis of a Midpoint Series Compensated Line 中点串联补偿线的分析
Pub Date : 2021-08-31 DOI: 10.1109/UPEC50034.2021.9548243
Michael O Donovan, N. Barry, J. Connell, Eoin Cowhey
Many electrical utilities worldwide are increasingly using series compensation to meet the need to add large amounts of renewable energy resources such as wind and solar to the existing power system network. In series compensated lines, the effective line inductive reactance becomes small due to the capacitive compensation. This can lead to voltage and current inversion and subsynchronous oscillations during disturbances along the series compensated line. For distance relays, special consideration must be taken for series compensated, and adjacent lines due to the series capacitor bank (SCB) alters the line impedance. This can cause a protection relay to operate for faults beyond its normal reach. A 400 kV series compensated network is modelled using DigSilent Power Factory. Electromagnetic transients (EMT) analysis was performed on distance protection devices on the network. The results presented in this paper show that a series compensated line presents challenges for setting distance relay protection where a three-phase fault can lead to overreach, voltage, or current inversion at different network locations.
世界范围内的许多电力公司越来越多地采用串联补偿来满足向现有电力系统网络中添加大量可再生能源(如风能和太阳能)的需求。在串联补偿线路中,由于容性补偿,有效线路电感抗变小。这可能导致电压和电流反转和次同步振荡期间沿串联补偿线路的干扰。对于距离继电器,必须特别考虑串联补偿,由于串联电容器组(SCB)改变了线路阻抗,相邻线路。这可能导致保护继电器在超出其正常范围的故障时运行。利用DigSilent Power Factory对400kv串联补偿网络进行了建模。对网络中的距离保护装置进行了电磁瞬变分析。本文的结果表明,串联补偿线路对设置距离继电保护提出了挑战,其中三相故障可能导致不同网络位置的过伸,电压或电流反转。
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引用次数: 1
Development of Excitation System Modelling Approaches for the Nigerian Grid 尼日利亚电网励磁系统建模方法的发展
Pub Date : 2021-08-31 DOI: 10.1109/UPEC50034.2021.9548257
Mohamed Osman, G. Taylor, B. Rawn, T. Nwachukwu
The structure of the Nigerian interconnected system, which includes long power lines and a small number of generators, leads to technical challenges to stability of the interconnection. The static models of the Nigerian high voltage system indicate certain system deficiencies and weak points, but records and observations of system collapses suggest that swing instabilities are sometimes part of rapid frequency decline. A dynamic model of system behavior can help determine whether system stability is major limiting factor for system operation, enable better forensic analysis of blackout events, lead to proposals for mitigating measures within the reach of operators. Accurate modelling of generator excitation systems represents a critical first step in the development of robust dynamic models-but validated excitation system parameters are not necessarily available for all generators, for when not all parameters are available, this paper establishes and tests a procedure that is used to select credible parameters. The paper demonstrates how one can build acceptable power system model that supports preliminary benchmarking and validation.
尼日利亚互联系统的结构包括较长的电力线和少量发电机,这给互联的稳定性带来了技术挑战。尼日利亚高压系统的静态模型表明了某些系统缺陷和弱点,但系统崩溃的记录和观察表明,摆动不稳定有时是频率快速下降的一部分。系统行为的动态模型可以帮助确定系统稳定性是否是系统运行的主要限制因素,能够更好地对停电事件进行取证分析,并在运营商的范围内提出缓解措施建议。发电机励磁系统的精确建模是开发鲁棒动态模型的关键第一步,但验证的励磁系统参数不一定适用于所有发电机,因为当不是所有参数都可用时,本文建立并测试了用于选择可靠参数的程序。本文演示了如何建立可接受的电力系统模型,以支持初步的基准测试和验证。
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引用次数: 0
The Use of Synchronverters for Fast Frequency Response and Automatic Voltage Regulation in Low Inertia Islanded Power Networks 同步器在低惯量孤岛电网中快速频率响应和电压自动调节的应用
Pub Date : 2021-08-31 DOI: 10.1109/UPEC50034.2021.9548221
J. Hansen, Sebastian T. Østerfelt, P. Randewijk
This paper concerns power system stability challenges for large scale integration of renewable energy sources. Specifically, the focus of this study is based on the Suðuroy power grid on the Faroe Islands, where a 7MW wind farm – equal to the maximum load for the entire grid – is scheduled for grid integration in 2021. The paper examines whether a synchronverter can help provide grid stability when the grid is solely powered by the wind farm by adding virtual inertia to the network. The operation of the synchronverter has been tested in a simulation scenario with a load step using DIgSILENT PowerFactory. The results were compared to a solution with a synchronous condenser (SC) and a battery energy storage system (BESS) with grid following operation, as opposed to the synchronverter that operates as a grid-forming converter. The simulations proved that the synchronverter has the ability to contribute to the grid stability without the typical limitations traditional solutions have. However, the results still require further investigation – both from a practical and an economical consideration – before ultimately determining if it is currently a viable alternative to already existing and typically applied solutions.
本文研究了大规模可再生能源并网对电力系统稳定性的挑战。具体来说,本研究的重点是基于法罗群岛的su - urroy电网,该电网计划在2021年将一个7MW的风电场(相当于整个电网的最大负荷)并入电网。本文研究了当电网完全由风电场供电时,同步器是否可以通过增加网络的虚拟惯性来帮助提供电网稳定性。同步器的操作已经在一个模拟场景中使用DIgSILENT PowerFactory进行了负载步进测试。将结果与具有同步冷凝器(SC)和电池储能系统(BESS)的解决方案进行比较,并与作为电网形成转换器运行的同步转换器进行比较。仿真结果表明,该同步器具有提高电网稳定性的能力,克服了传统方案的局限性。然而,结果仍然需要进一步调查-从实际和经济的考虑-在最终确定它是否是目前已经存在的和典型应用的解决方案的可行替代方案之前。
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引用次数: 2
New Design of UHF Microstrip Patch Antenna for Partial Discharge Detection on Power Transformer 用于电力变压器局部放电检测的超高频微带贴片天线新设计
Pub Date : 2021-08-31 DOI: 10.1109/UPEC50034.2021.9548236
J. P. Uwiringiyimana, Suwarno, U. Khayam
Partial discharge (PD) activity in high-voltage power equipment is a warning sign of insulation degradation that subsequently leads to the aging and breakdown of the power equipment. For the reliable and safe operation of high voltage power equipment, a PD diagnostic technique needs to be performed to assess and monitor closely the insulation condition. This paper presents a new type of UHF microstrip patch antenna with ultra-wideband frequency that can assist the UHF PD monitoring system to detect PD on high voltage equipment such as power transformers. This antenna was designed and simulated using CST Microwave Studio software. After design and simulation, the antenna was fabricated on a printed circuit board with FR4-epoxy substrate having a thickness of 1.6mm and dielectric permittivity of 4.4. The radiating patch and ground plane of this antenna are made of copper whose thickness is 0.035. The designed microstrip patch antenna was implemented to detect partial discharge on the transformer tank model. Based on the measurement results of the antenna characteristic parameters by using the Vector Network Analyzer, it is seen that the designed antenna has an operating frequency range of 1.2GHz-4.5GHz, and a bandwidth of 3.3GHz. Based on PD measurement results, the new design of the microstrip patch antenna has a high sensitivity in detecting the PD signals caused by insulation defects inside the transformer tank. The ultra-wideband frequency response of this antenna makes it a suitable and promising sensor for PD detection and PD recognition on high voltage equipment such as power transformers.
高压电力设备的局部放电(PD)活动是绝缘退化的警告信号,随后会导致电力设备老化和故障。为了保证高压电力设备的安全可靠运行,需要对高压电力设备的绝缘状况进行诊断和密切监测。本文提出了一种新型的超宽带超高频微带贴片天线,用于辅助超高频局部放电监测系统对电力变压器等高压设备进行局部放电检测。利用CST Microwave Studio软件对该天线进行了设计和仿真。经过设计和仿真,在厚度为1.6mm、介电常数为4.4的fr4 -环氧基板印刷电路板上制作天线。本天线的辐射贴片和接平面采用厚度为0.035的铜制成。将设计的微带贴片天线应用于变压器油箱模型局部放电检测。通过矢量网络分析仪对天线特性参数的测量结果可以看出,设计的天线工作频率范围为1.2GHz-4.5GHz,带宽为3.3GHz。根据局部放电测量结果,新设计的微带贴片天线在检测变压器箱体内部绝缘缺陷引起的局部放电信号方面具有较高的灵敏度。该天线的超宽带频率响应特性使其成为电力变压器等高压设备上PD检测和PD识别的理想传感器。
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引用次数: 1
期刊
2021 56th International Universities Power Engineering Conference (UPEC)
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