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2019 International Conference on Smart Energy Systems and Technologies (SEST)最新文献

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Advanced Autonomous Voltage-Control Method using Sensor Data in a Distribution Power System 配电系统中基于传感器数据的先进自主电压控制方法
Pub Date : 2019-09-01 DOI: 10.1109/SEST.2019.8849001
Naoyuki Takahashi
PVs have been rapidly incorporated within power distribution systems after the operation of Feed In Tariff (FIT). Step Voltage Regulator (SVR) with Line Drop Compensator method has been installed to the power distribution system to control rising voltages due to the reverse flow from PVs. LDC controls the distribution voltage based on the estimated voltage obtained via sensor measurements in real-time. However, using LDC, it is difficult to maintain the distribution voltage within a specified range because the estimation error expands with increasing PV installed capacity. In Japan, a type of automatic switch with voltage and current sensors (IT-switch) has been installed to detect an accident point in the power distribution system. IT-switching can monitor line voltage and current in each phase, and measured data are transferred to data servers. This paper proposes an advanced, autonomous voltage-control method to improve the estimation accuracy and voltage control performance of SVR, using the reference database to address the voltage deviation problem. The proposed method estimates a voltage width of the control target voltage in real-time as a reference voltage by using the measured (online) data and database (offline) data. To determine the validity of the proposed method, we conducted numerical simulations and compared the voltage control performance and the influence of SVR life span using a model power distribution system. The results indicates that the proposed method improved the voltage control performance and SVR life span by improving the estimation accuracy through the integration of real-time measured data and the reference database.
在上网电价(FIT)实施后,光伏发电迅速被纳入配电系统。采用线降补偿方法的阶跃稳压器(SVR)被安装到配电系统中,以控制pv反向流动引起的电压上升。LDC根据传感器实时测量得到的估计电压来控制配电电压。然而,由于估计误差随着光伏装机容量的增加而扩大,使用最不饱和直流很难将配电电压维持在规定的范围内。在日本,已经安装了一种带有电压和电流传感器的自动开关(it开关),用于检测配电系统中的事故点。it -switch可以监测各相的线路电压和电流,并将测量到的数据传输到数据服务器。本文提出了一种先进的自主电压控制方法,利用参考数据库解决电压偏差问题,提高SVR的估计精度和电压控制性能。该方法利用测量(在线)数据和数据库(离线)数据实时估计控制目标电压的电压宽度作为参考电压。为了验证所提方法的有效性,我们利用一个模型配电系统进行了数值仿真,比较了电压控制性能和SVR寿命的影响。结果表明,该方法通过将实时测量数据与参考数据库相结合,提高了SVR的估计精度,提高了电压控制性能和SVR寿命。
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引用次数: 2
Development of a Proposed Single-Phase Series Active Power Filter without External Power Sources 无外部电源的单相串联有源电力滤波器的研制
Pub Date : 2019-09-01 DOI: 10.1109/SEST.2019.8849010
João L. Torre, Luis A. M. Barros, J. Afonso, J. G. Pinto
The quality of electric power is receiving more and more attention from part of consumers, Distribution System Operators (DSO), Transmission System Operators (TSO) and other competent entities related to the electrical power system. Once the electrical Power Quality (PQ) problems have direct implications for business productivity, causing high economic losses, it is mandatory to develop solutions that mitigate these problems. Active Power Filters (APFs) are power electronic equipment capable of compensating PQ problems that have the ability to dynamically adjust their modes of operation in response to changes in load or in the power system. Among these solutions, the Series Active Power Filter (SeAPF) is specially conceived to deal with problems related to the power system voltage amplitude and waveform. Despite the ability to compensate voltage sags, voltage swells, voltage harmonics, and voltage imbalances in three-phase systems, the SeAPF has not achieved much success neither has not been widely adopted. The lack of interest in this equipment can be largely justified by its high cost and also because of some limitations presented by the SeAPF conventional topology. In this paper is presented a novel topology, as well as the control algorithms of a single-phase SeAPF that is connected directly to the power grid without the use of coupling transformers and that does not require the use of external power sources. The topology and control algorithms of the SeAPF proposed in this paper were firstly evaluated by means of simulation results obtained with PSIM software and, once validated, a laboratory prototype was developed, being presented experimental results that support the correct operation of the proposed system.
电力质量问题越来越受到部分消费者、配电系统运营商(DSO)、输电系统运营商(TSO)以及其他与电力系统相关的主管单位的关注。一旦电能质量(PQ)问题直接影响到业务生产力,造成巨大的经济损失,就必须开发缓解这些问题的解决方案。有源电力滤波器(apf)是一种能够补偿PQ问题的电力电子设备,它能够根据负载或电力系统的变化动态调整其运行模式。在这些解决方案中,串联有源电力滤波器(SeAPF)是专门用来处理与电力系统电压幅值和波形有关的问题。尽管能够补偿三相系统中的电压跌落、电压膨胀、电压谐波和电压不平衡,但SeAPF并没有取得很大的成功,也没有被广泛采用。对这种设备缺乏兴趣在很大程度上是因为它的高成本,也因为SeAPF传统拓扑结构的一些限制。本文提出了一种新的拓扑结构,以及不使用耦合变压器和不需要使用外部电源直接连接到电网的单相SeAPF的控制算法。本文提出的SeAPF的拓扑结构和控制算法首先通过PSIM软件获得的仿真结果进行了评估,一旦验证,就开发了实验室原型,并给出了支持所提系统正确运行的实验结果。
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引用次数: 9
LoRa Communication as a Solution for Real-Time Monitoring of IoT Devices at UNICAMP LoRa通信作为UNICAMP物联网设备实时监控的解决方案
Pub Date : 2019-09-01 DOI: 10.1109/SEST.2019.8849100
Luis F. Ugarte, Maique C. Garcia, Enrico O. Rocheti, Eduardo Lacusta, Leandro Pereira, M. D. de Almeida
The advent of the Internet of Things (IoT) has been speeding up the development of information technologies, especially, in traditional knowledge areas. However, one of the main challenges of the IoT is the real-time communication, especially in long-range scenarios. A continuous communication guarantees the precision and reliability of the sampled data, and in turn, the analyses made from them. As IoT applications require different communication patterns, in this paper, the Long-Range (LoRa) communication is assessed as a solution for real-time monitoring of IoT devices at State University of Campinas (UNICAMP). LoRa can provide low power, long range, and high reliability. Datasheets indicate that LoRa can present a range of 15 km, but without specifying the environmental conditions, devices parameters, bandwidth, spreading factor, coding rate, transmission frequency and so on. In this work, several tests were performed in the UNICAMP campus considering different distances, modulation settings, and data packet sizes. Results highlight how LoRa communication enables the use of IoT devices within the campus with real-time communications, guaranteeing proper reliability.
物联网(IoT)的出现加速了信息技术的发展,特别是在传统知识领域。然而,物联网的主要挑战之一是实时通信,特别是在远程场景中。连续的通信保证了采样数据的精度和可靠性,进而保证了从这些数据中进行的分析。由于物联网应用需要不同的通信模式,本文将远程(LoRa)通信作为坎皮纳斯州立大学(UNICAMP)物联网设备实时监控的解决方案进行了评估。LoRa具有低功耗、远距离、高可靠性等特点。数据表显示LoRa可以呈现15km的范围,但没有说明环境条件、设备参数、带宽、扩频因子、编码速率、传输频率等。在这项工作中,考虑到不同的距离、调制设置和数据包大小,在UNICAMP校园中进行了几次测试。结果突出了LoRa通信如何使校园内使用物联网设备进行实时通信,保证适当的可靠性。
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引用次数: 13
Maximum Loadability of Meshed Networks: A Sequential Convex Optimization Approach 网格网络的最大可加载性:一种顺序凸优化方法
Pub Date : 2019-09-01 DOI: 10.1109/SEST.2019.8848997
Danman Wu, Libin Yang, Wei Wei, Laijun Chen, M. Lotfi, J. Catalão
In power system static security analysis, it often requires to calculate continuous power flow from a certain load condition to a bifurcation point along a given direction, which is referred to as the maximum loadability problem. This paper proposes a convex optimization method for maximum loadability problem over meshed power grids based on the semidefinite relaxation approach. Because the objective is to maximize the load increasing distance, convex relaxation model is generally inexact, unlike the situation in cost-minimum optimal power flow problem. Inspired by the rank penalty method, this paper proposes an iterative procedure to retrieve the maximum loadability. The convex quadratic term representing the penalty on the rank of matrix variable is updated in each iteration based on the latest solution. In order to expedite convergence, generator reactive power is also included in the objective function, which has been reported in literature. Numeric tests on some small-scale systems validate its effectiveness. Any sparsity-exploration and acceleration techniques for semidefinite programming can improve the efficiency of the proposed approach.
在电力系统静态安全分析中,往往需要计算从某一负荷状态到某一给定方向的分岔点的连续潮流,称为最大负荷问题。基于半定松弛法,提出了一种求解网格最大负荷问题的凸优化方法。由于目标是使负荷增加距离最大化,凸松弛模型通常不精确,不像成本最小的最优潮流问题。受秩罚法的启发,本文提出了一种获取最大负载性的迭代方法。在每次迭代中,基于最新的解更新表示矩阵变量秩惩罚的凸二次项。为了加快收敛速度,在目标函数中也加入了发电机无功功率,已有文献报道。在一些小型系统上的数值试验验证了该方法的有效性。任何用于半定规划的稀疏性探索和加速技术都可以提高所提出方法的效率。
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引用次数: 2
Embedded Edge Computing for Real-time Smart Meter Data Analytics 嵌入式边缘计算用于实时智能电表数据分析
Pub Date : 2019-09-01 DOI: 10.1109/SEST.2019.8849012
T. Sirojan, S. Lu, B. Phung, E. Ambikairajah
As part of smart grid upgrades, traditional electricity meters are being replaced with smart meters that can improve accuracy, efficiency, and visibility in electrical energy consumption patterns and measurements. However, in most of the deployments, smart meters are only used to digitally measure the energy usage of consumer premises and transmit those data to the utility providers. Despite this, smart meter data can be leveraged into numerous potential applications such as demand side management and energy savings via consumer load identification and abnormality detection. Anyhow, these features are not enabled in most deployments due to high sampling rate requirements, lack of affordable communication bandwidth and resource constraints in analyzing a huge amount of data. This paper demonstrates the suitability of the embedded edge computing paradigm which not only enriches the functionalities but also overcome the limitations of smart meters. It achieves significant improvements in accuracy, latency and bandwidth requirement on smart grid applications via pushing the data analytics into the smart meters. Furthermore, this paper exposes the impact of sampling frequency and digitization resolution in the smart meter data analytics. The experiments are conducted using National Instruments (NI) embedded hardware and the results are reported.
作为智能电网升级的一部分,传统电表正在被智能电表所取代,智能电表可以提高电能消耗模式和测量的准确性、效率和可见性。然而,在大多数部署中,智能电表仅用于数字测量消费者住宅的能源使用情况,并将这些数据传输给公用事业提供商。尽管如此,智能电表数据可以被利用到许多潜在的应用中,比如通过用户负荷识别和异常检测来实现需求侧管理和节能。无论如何,由于高采样率要求、缺乏负担得起的通信带宽以及在分析大量数据时的资源限制,这些特性在大多数部署中都没有启用。本文论证了嵌入式边缘计算范式的适用性,它不仅丰富了智能电表的功能,而且克服了智能电表的局限性。它通过将数据分析推入智能电表,在智能电网应用的准确性,延迟和带宽要求方面取得了显着改善。此外,本文还揭示了采样频率和数字化分辨率对智能电表数据分析的影响。在美国国家仪器公司(NI)的嵌入式硬件上进行了实验,并报告了实验结果。
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引用次数: 31
Impedance modelling for European style Distribution Feeder 欧式配电馈线的阻抗建模
Pub Date : 2019-09-01 DOI: 10.1109/SEST.2019.8849015
Arpan Koirala, R. D’hulst, D. Van Hertem
This paper discusses the methods of modelling a European style TT grounded low voltage (LV) distribution system without increasing computational complexity and with increased accuracy. The conventional Kron's reduction neglects the effect of the neutral current return path through the neutral conductor. While a four-wire model gives accurate power flow results with the possibility to monitor the neutral voltage, it also increases the computational burden. In this paper, a novel reduction method is proposed for European style TT grounded low voltage distribution systems to an equivalent three-wire system without neglecting the impact of the neutral voltage.
本文讨论了在不增加计算复杂度和提高计算精度的前提下,对欧式TT接地低压配电系统进行建模的方法。传统的克朗减小忽略了中性点电流通过中性点导体返回路径的影响。虽然四线制模型提供了准确的功率流结果,并且可以监测中性电压,但它也增加了计算负担。在不忽略中性电压影响的情况下,提出了一种将欧式TT接地低压配电系统简化为等效三线制的新方法。
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引用次数: 11
Economic Viability of Smart Charging EVs in the Dutch Ancillary Service Markets 智能充电电动汽车在荷兰辅助服务市场的经济可行性
Pub Date : 2019-09-01 DOI: 10.1109/SEST.2019.8849122
S. Doumen, N. Paterakis
Smart charging of electric vehicles (EVs) could potentially facilitate easing network imbalance and grid over-loading issues that are expected to emerge due to the increase in sustainable energy alternatives in the near future. It has been shown that smart charging is technically possible, however, if there are no positive business cases, it is unlikely to succeed. One of the possible business cases is supplying energy in ancillary services markets. This paper investigates this business case for the Dutch ancillary service markets by determining the investment and operational costs of smart charging a pool of EVs and creating a market participation model that combines EV charging data with market data to calculate the potential profit.
电动汽车(ev)的智能充电可能有助于缓解网络不平衡和电网过载问题,这些问题预计将在不久的将来由于可持续能源替代品的增加而出现。事实证明,智能充电在技术上是可行的,但是,如果没有积极的商业案例,它不太可能成功。其中一个可能的商业案例是在辅助服务市场提供能源。本文通过确定电动汽车智能充电池的投资和运营成本,并创建一个将电动汽车充电数据与市场数据相结合的市场参与模型来计算潜在利润,从而研究荷兰辅助服务市场的这一商业案例。
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引用次数: 5
Prediction of Power Outages in Distribution Network with Grey Theory 基于灰色理论的配电网停电预测
Pub Date : 2019-09-01 DOI: 10.1109/SEST.2019.8849044
Yang Zhang, A. Mazza, P. Colella, E. Bompard, E. Roggero, G. Galofaro
Annual power outages in distribution network are highly related to the reliability of the power grid and directly affect the customers' satisfaction. The severe weather conditions, increasing loads as well as aging equipment are all potential threatens to the electrical grid infrastructure. A good prediction of the number of outages is essential for the maintenance planning and cost benefit analysis of investment. In order to predict the out-of-service cases in the power grid, the GM (1,1) (first-order Grey Modelling) forecasting method is introduced in this paper. To improve the accuracy of the prediction, the PSO (particle swarm optimization) algorithm is applied for the parameter optimization in the modeling. The number of outages in the next two years of a medium-voltage urban distribution network are predicted based on the records in the past 7 years. The good performance of the simulation results verifies the proposed forecasting method.
配电网年停电与电网的可靠性密切相关,直接影响用户的满意度。恶劣的天气条件、不断增加的负荷以及老化的设备都是对电网基础设施的潜在威胁。良好的停机次数预测对于维护计划和投资成本效益分析至关重要。为了对电网中的停网情况进行预测,本文引入了GM(1,1)(一阶灰色模型)预测方法。为了提高预测精度,在建模过程中采用粒子群优化算法进行参数优化。根据中压城市配电网过去7年的记录,预测了中压城市配电网未来2年的停电次数。仿真结果验证了所提出的预测方法的有效性。
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引用次数: 2
Energy Consumption by Cloud-based Vehicle Functions 基于云计算的车辆功能能耗
Pub Date : 2019-09-01 DOI: 10.1109/SEST.2019.8849133
F. Milani, Lena Gollowitz, M. Foell, C. Beidl
Cloud computing is a key technology to overcome the computational limitation in vehicles. The focus of existing research works in this field is on the utilization of the cloud's storage and computing resources. In this paper, we address the potential of reducing the energy demand of electronic control units (ECUs) by shifting suitable vehicle functions to the cloud. In consideration of growing electrical energy demand, optimizing energy consumption of ECUs is an important issue. Furthermore, we present a new approach to switch the function execution between cloud and ECU to improve the energy consumption and the time performance.
云计算是克服车辆计算能力限制的关键技术。该领域现有研究工作的重点是云存储和计算资源的利用。在本文中,我们通过将合适的车辆功能转移到云端来解决减少电子控制单元(ecu)能源需求的潜力。考虑到日益增长的电能需求,优化电控单元的能耗是一个重要的问题。此外,我们还提出了一种在云和ECU之间切换功能执行的新方法,以提高能耗和时间性能。
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引用次数: 1
Adaptive Protection of Distribution Systems with DERs Considering Consumer and Generation Profiles 考虑用户和发电剖面的分布式配电系统自适应保护
Pub Date : 2019-09-01 DOI: 10.1109/SEST.2019.8849144
C. Wahyudi, N. Hariyanto, R. Ganjavi
Distributed Energy Resources (DER) penetration has a significant impact on the distribution protection system. Current flow during short-circuit and load flow depend on DERs' operating state, generated power, and short-circuits contribution as well as consumer loads. The more DER integration leads to more challenge to maintaining DER, feeder, and substation protections sensitive, selective, with fast response, and optimum reliability. The IEEE 34 Node Test Feeder used and extended by addition of photovoltaic, wind, and energy storage DERs. Consumer loads and DER's generation were extended from static values to typical load and generation profiles, which examined daily, weekly, and seasonal patterns. Protection device settings were calculated selectively in the absence of DERs. Using the method of Protection Security Assessment (PSA), automatically evaluate the correct operation of protection devices in case of different fault scenarios. Three-phase and single-phase metallic faults are applied to validate protection system security. The PSA reassessed DER contribution and influence on protection selectivity. Adaptive rules should fix identified miss-coordinations by modifying protection settings or feeder automation logic. This paper applied adaptive rules to improve protection settings. The PSA method and adaptive rules assumed for implementation in an Advanced Distribution Management System (ADMS).
分布式能源的渗透对配电保护系统有着重要的影响。短路时的电流流和负载流取决于der的运行状态、产生的功率、短路贡献以及用户负载。DER集成程度越高,维护DER、馈线和变电站保护的敏感性、选择性、快速响应和最佳可靠性就越具有挑战性。IEEE 34节点测试馈线通过增加光伏、风能和储能der来使用和扩展。消费者负载和DER的生成从静态值扩展到典型的负载和生成概况,其中检查了每日、每周和季节性模式。在没有DERs的情况下,选择性地计算保护装置的设置。采用PSA (Protection Security Assessment)方法,自动评估不同故障场景下保护装置的正确操作。采用三相和单相金属故障来验证保护系统的安全性。PSA重新评估了DER对保护选择性的贡献和影响。自适应规则应该通过修改保护设置或馈线自动化逻辑来修复已识别的不协调。本文采用自适应规则改进保护设置。提出了一种适用于高级分销管理系统(ADMS)的PSA方法和自适应规则。
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引用次数: 6
期刊
2019 International Conference on Smart Energy Systems and Technologies (SEST)
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