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2022 IEEE Sustainable Power and Energy Conference (iSPEC)最新文献

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Solar PV Rebound Effect on Regional Demand 太阳能光伏反弹对区域需求的影响
Pub Date : 2022-12-04 DOI: 10.1109/iSPEC54162.2022.10032991
Nariman Mahdavi
This paper quantifies the hourly solar photovoltaics (PV) rebound effect by examining the changes in consumption after the installation of a rooftop PV system. The hourly PV rebound ratio of a single customer has been estimated by leveraging the recently developed method that estimates behind-the-meter (BTM) gross solar generation from the net demand and weather data. Pre-PV consumption data has been also adjusted to temperature and occupancy after the PV installation for a fair comparison. We then proposed a simple method to find the aggregated hourly PV rebound ratio of national electricity market (NEM) regions in Australia. The results indicate that both morning and afternoon peaks are present in PV rebound of all regions. The early morning peak, however, has been shifted to mid-morning when moving from summer to winter. On average, regional demand has been increased by 20% in the year following the rooftop PV installation.
本文通过检查安装屋顶光伏系统后的消费变化,量化了每小时太阳能光伏(PV)反弹效应。利用最近开发的方法,利用净需求和天气数据估计表后(BTM)总太阳能发电量,估算单个客户的每小时光伏回弹率。为了公平比较,光伏安装前的消费数据也调整为温度和占用率。然后,我们提出了一种简单的方法来计算澳大利亚全国电力市场(NEM)区域的累计小时光伏反弹率。结果表明,各区域PV反弹均存在上午和下午两个高峰。然而,从夏天到冬天,清晨的高峰已经转移到上午十点左右。平均而言,在屋顶光伏安装后的一年中,区域需求增长了20%。
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引用次数: 0
Pump Fault Detection Method for Vanadium Redox Flow Batteries Without Flow Rate Sensors 无流量传感器的钒氧化还原液流电池泵故障检测方法
Pub Date : 2022-12-04 DOI: 10.1109/iSPEC54162.2022.10033051
Ziyi Qin, Yang Li, Jinrui Tang, Shaofeng Zhang, C. Xie, Binyu Xiong
Pump failures are severe accidents for vanadium redox flow batteries (VRFBs) since they will lead to permanent stack damage. Fault detection of VRFBs can help to detect faults immediately and minimize damage. This study reports a pump fault detection method without using flow rate sensors. A novel method based on the support vector machine (SVM) is proposed. First, the characteristic parameter is extracted from the voltage curve. Second, the magnitude of this characteristic parameter is affected by the state of charge (SOC) of the battery, so SOC is also selected as one of the fault detection variables. Finally, the parameters of the SVM are optimized, and the fault prediction results are obtained by SVM training. The obtained results show that this method has high accuracy in detecting the pump fault of the battery, and the classification accuracies were 100%, 99.1935%, and 98.3871% in the case of bilateral pump failure, positive pump failure, and negative pump failure, respectively.
对于钒氧化还原液流电池(vrfb)来说,泵故障是严重的事故,因为它们会导致永久性的堆叠损坏。vrfb的故障检测可以及时发现故障,减少损坏。本研究报告了一种不使用流量传感器的泵故障检测方法。提出了一种基于支持向量机(SVM)的新方法。首先,从电压曲线中提取特征参数;其次,该特征参数的大小受到电池荷电状态(SOC)的影响,因此也选择SOC作为故障检测变量之一。最后对支持向量机的参数进行优化,并通过支持向量机训练得到故障预测结果。结果表明,该方法对电池泵故障的检测准确率较高,双侧泵故障、正泵故障和负泵故障的分类准确率分别为100%、99.1935%和98.3871%。
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引用次数: 0
A Pilot VSC-HVDC Line Protection Principle Based on Similarity of Time-Frequency Matrix of Initial Current Traveling Wave 基于初始电流行波时频矩阵相似性的VSC-HVDC中试线路保护原理
Pub Date : 2022-12-04 DOI: 10.1109/iSPEC54162.2022.10032989
Yunqi Zhang, Congbo Wang, Yue Yu, Guosheng Yang, Hong Cao
In order to satisfy the ultra-fast, high reliability and high sensitivity requirements of the voltage source converter based high voltage DC (VSC-HVDC) systems, a pilot protection principle based on similarity of time-frequency matrix of initial current traveling wave (ICTW) is proposed in this paper. First of all, the fault characteristics of the double-ended ICTWs in the VSC-HVDC grids are studied. It is concluded that within a specific time window, the frequency-domain similarity of the double-ended ICTWs under internal faults is much higher than external faults. On this basis, S transform is utilized to analyze the time-frequency characteristics of the double-ended ICTWs, and the time-frequency matrices are obtained. Then singular value decomposition (SVD) is performed on the matrices. Afterwards the similarity calculation formula of the double-ended ICTWs is constructed based on the feature matrices, and the DC line fault can be discriminated accurately by utilizing the value of similarity. Finally, numerous test studies performed in PSCAD/EMTDC validate the superiority of the proposed protection principle.
为了满足基于电压源变换器的高压直流(vcs - hvdc)系统对超快、高可靠性和高灵敏度的要求,提出了一种基于初始电流行波时频矩阵相似性的导频保护原理。首先,研究了直流直流电网中双端ICTWs的故障特征。结果表明,在特定的时间窗内,双端ICTWs在内部故障下的频域相似度远高于外部故障。在此基础上,利用S变换分析双端ICTWs的时频特性,得到时频矩阵。然后对矩阵进行奇异值分解。然后基于特征矩阵构建双端ICTWs的相似度计算公式,利用相似度值可以准确判别直流线路故障。最后,在PSCAD/EMTDC中进行的大量测试研究验证了所提出的保护原理的优越性。
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引用次数: 0
Business Model for Shared Energy Generation with Peer-To-Peer Trading via Blockchain 通过区块链进行点对点交易的共享能源生成商业模式
Pub Date : 2022-12-04 DOI: 10.1109/iSPEC54162.2022.10033065
B. B. Cardoso, Paula Zenni Lodetti, Maileen Schwarz Simão, M. A. Martins, Luis Gustavo O. B. Ulhoa, Luciano Benvenuti Roncalio, L. D. P. A. Pinheiro, Orlando Da Silva Santos
Blockchain technology brings numerous varieties of applications, and within them, the electric energy area stands out. To apply this technology in the sector, it is necessary to understand its characteristics and the needs of users. This paper presents the main characteristics of blockchain technology, a survey carried out with users of shared generation, and, using the data collected together with a market research, a business model was developed with short, medium and long expectations.
区块链技术带来了各种各样的应用,其中,电能领域脱颖而出。要将这项技术应用于该行业,有必要了解其特点和用户的需求。本文介绍了区块链技术的主要特点,对共享发电的用户进行了调查,并利用收集到的数据和市场研究,开发了一种具有短期、中期和长期预期的商业模式。
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引用次数: 0
Green Development Approach Of Chemical Water Treatment Process In Thermal Power Plant 火电厂化学水处理工艺的绿色发展途径
Pub Date : 2022-12-04 DOI: 10.1109/iSPEC54162.2022.10032997
Nie Xin, Anjar Praditya Wicaksono
Green chemistry is the theory of making full use of raw materials and energy to reduce the emission of harmful substances. The chemical water treatment process in thermal power plants involves the utilization of raw materials and energy such as chemicals and steam, as well as the emission of harmful substances such as waste water and waste gas. In order to explore feasible technical approaches for the green development of chemical water treatment processes, to follow the green chemistry theory of efficient use and material recycling, and take the chemical water treatment system of thermal power plants as the research object, to introduce ion-exchange membrane technology, to efficiently use of the originally-drained brine water, recycle low-grade heat energy, and form a technical flow chart for the green development of chemical water treatment processes.
绿色化学是充分利用原料和能源,减少有害物质排放的理论。火电厂的化学水处理过程涉及到化学品、蒸汽等原料和能源的利用,以及废水、废气等有害物质的排放。为探索化学水处理工艺绿色发展的可行技术途径,遵循高效利用和物质循环利用的绿色化学理论,以火电厂化学水处理系统为研究对象,引入离子交换膜技术,对原排盐水进行高效利用,回收低品位热能;形成了化学水处理工艺绿色发展的技术流程图。
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引用次数: 0
Network attacks identification method of relay protection devices communication system based on Fp-Growth algorithm 基于Fp-Growth算法的继电保护设备通信系统网络攻击识别方法
Pub Date : 2022-12-04 DOI: 10.1109/iSPEC54162.2022.10033041
Honghui Gao, Zebing Shi, Fangying Wu, Jiang Yu, Quan Xu, Hongzi He, Zhihua Huang
In order to ensure the stable operation of relay protection device and identify untrusted data code attacks, this paper proposes a network attacks identification method for relay protection devices communication system based on frequent pattern-growth(FP-Growth) algorithm. Firstly, the transmission model of the communication system of the relay protection device is analyzed. The physical side and the communication side of the relay protection device are monitored through the real-time simulation platform to obtain the original data. Then, the original data are discretely quantized and encoded to generate the abnormal event sequence. Then, FP-Growth algorithm is used to analyze the association of the event sequence to obtain the longest and most frequent sequences. The new attacks categories and fault points are compared by the existing frequent sequence characteristics to determine the type of network attacks or the location of fault points, so as to realize the identification of malicious code attacks, and provide a theoretical basis for the application of trusted technology.
为了保证继电保护设备的稳定运行和识别不可信数据码攻击,本文提出了一种基于频繁模式增长(FP-Growth)算法的继电保护设备通信系统网络攻击识别方法。首先,分析了继电保护装置通信系统的传输模型。通过实时仿真平台对继电保护装置的物理侧和通信侧进行监控,获取原始数据。然后,对原始数据进行离散量化编码,生成异常事件序列。然后,利用FP-Growth算法对事件序列进行关联分析,得到最长和最频繁的序列。将新的攻击类别和故障点与现有的频繁序列特征进行比较,确定网络攻击的类型或故障点的位置,从而实现对恶意代码攻击的识别,为可信技术的应用提供理论依据。
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引用次数: 0
Analysis of Kuramoto models for AC microgrids based on droop control 基于下垂控制的交流微电网Kuramoto模型分析
Pub Date : 2022-12-04 DOI: 10.1109/iSPEC54162.2022.10033040
Qing Xu, Shitao Wang, Jiayi Liu, Huihui Song, Y. Qu
As a typical nonlinear coupled system, microgrid has nonlinear coupling relationships between generations and distributions which cannot be ignored. In this paper, the problem of power balance between distributed generators and loads is transformed into the motion synchronization problem of multiple Kuramoto coupled oscillators. And this paper proposes to model an islanded microgrid by using a second-order Kuramoto model. By exploiting the model, our key sight is to address the transient stability problem and find a trapping region expressed explicitly in the parameters. Finally, the similarity between transient stability of islanded microgrid and frequency synchronization of Kuramoto coupled oscillators is analyzed, and the validity of microgrid Kuramoto models is verified based on the 3-generator 5-node islanded microgrid MATLAB/ Simulink simulation platform.
微电网作为典型的非线性耦合系统,其代与分布之间存在不可忽视的非线性耦合关系。本文将分布式发电机与负载之间的功率平衡问题转化为多个Kuramoto耦合振荡器的运动同步问题。本文提出用二阶Kuramoto模型对孤岛微电网进行建模。利用该模型,我们的重点是解决暂态稳定问题,并找到一个在参数中明确表示的捕获区域。最后,分析了孤岛微电网暂态稳定性与Kuramoto耦合振荡器频率同步的相似性,并基于3-发电机5节点孤岛微电网MATLAB/ Simulink仿真平台验证了微电网Kuramoto模型的有效性。
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引用次数: 0
Nodal Pricing Comparison between DCOPF and ACOPF: Case Studies for the Power Systems in Iceland and Germany DCOPF和ACOPF的节点定价比较:冰岛和德国电力系统的案例研究
Pub Date : 2022-12-04 DOI: 10.1109/iSPEC54162.2022.10032996
Peiyao Guo, V. Perić, Zhao Yuan
This paper considers the nodal pricing comparison between using the direct current optimal power flow (DCOPF) and the alternative current optimal power flow (ACOPF) models. Two case studies for Iceland and Germany are conducted to illustrate the pricing differences for various load and network congestion scenarios. We also demonstrate the statistical probability distributions of the nodal prices using DCOPF and ACOPF under the considered scenarios. For the case study in Iceland, we use a representative transmission network with 108 nodes, 31 generators and 123 transmission lines. For the case study in Germany, there are 231 nodes, 82 generators and 304 transmission lines. The numerical results show that there can be significant nodal price differences between DCOPF and ACOPF when the power loads are heavy or the power networks are congested. The statistical probability distribution of the nodal prices also show prominent differences for both Iceland and Germany when the power networks are heavily congested.
本文考虑了采用直流最优潮流(DCOPF)和交流最优潮流(ACOPF)模型的节点定价比较。对冰岛和德国进行了两个案例研究,以说明不同负载和网络拥塞情况下的定价差异。我们还利用DCOPF和ACOPF证明了在考虑的场景下节点价格的统计概率分布。在冰岛的案例研究中,我们使用了一个有108个节点、31个发电机和123条输电线路的代表性输电网络。在德国的案例研究中,有231个节点,82个发电机和304条输电线路。数值结果表明,当电力负荷较重或电网拥塞时,DCOPF与ACOPF的节点价格存在显著差异。当电网严重拥挤时,冰岛和德国节点电价的统计概率分布也显示出显著差异。
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引用次数: 0
Overview of Technical Studies Conducted for Facilitating Increased Renewable Penetration on the Island of Ireland 为促进爱尔兰岛可再生能源普及而进行的技术研究概述
Pub Date : 2022-12-04 DOI: 10.1109/iSPEC54162.2022.10033007
A. Bagchi, D. Nedic, E. Kennedy, E. Fagan
As transmission system operators on the island of Ireland, EirGrid and SONI are significantly involved in implementing multiple projects aimed at facilitating the integration of renewable resources in the all-island power system. One such key project is to develop necessary tools and technologies to enable safe and secure operation of the power system with instantaneous non-synchronous renewable penetration (quantified using the System Non-Synchronous Penetration (SNSP) metric) levels of up to 75%. This paper presents key findings of detailed technical studies carried out in the domains of voltage, frequency and rotor angle stability to conclusively establish whether operating the all-island power system at SNSP levels of up to 75% has any adverse impact on relevant operational security standards. The studies are carried out using selected system snapshots from a trial period involving 200 hours of system operations with SNSP levels greater than 70%. Both base case and sensitivity studies are conducted, and detailed discussions are presented to establish the root cause behind insecurities observed, if any. Based on the detailed analyses presented, a recommendation is made for implementing system operations with SNSP levels of up to 75% on an enduring basis.
作为爱尔兰岛的输电系统运营商,EirGrid和SONI积极参与实施多个项目,旨在促进全岛电力系统中可再生资源的整合。其中一个关键项目是开发必要的工具和技术,使电力系统的瞬时非同步可再生能源渗透(使用系统非同步渗透(SNSP)度量进行量化)水平达到75%,从而实现安全可靠的运行。本文介绍了在电压、频率和转子角稳定性领域进行的详细技术研究的主要发现,以最终确定在SNSP水平高达75%的情况下运行全岛电力系统是否对相关运行安全标准有任何不利影响。这些研究是使用从200小时系统运行的试验期中选择的系统快照进行的,SNSP水平大于70%。进行了基本情况和敏感性研究,并提出了详细的讨论,以确定观察到的不安全背后的根本原因,如果有的话。根据所提供的详细分析,建议在持久的基础上实施高达75%的SNSP级别的系统操作。
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引用次数: 0
An Inclusive Model for a Practical Low-Voltage Feeder with Explicit Multi-Grounded Neutral Wire 带显式多接地中性线的实用低压馈线的包容性模型
Pub Date : 2022-12-04 DOI: 10.1109/iSPEC54162.2022.10033019
Chin Hong Tam, F. Geth, Mithulananthan Nadarajah
With increasing penetration of distributed energy resources in the distribution network, voltage levels become a concern. However, power flow models for these networks are rare due to the complexity to collect and manage large amounts of feeder data in a way that suits engineering analysis. Unfortunately, even the network model exists, the quality of data may not be high enough for power flow analysis. In this paper, a comprehensive 4-wire low-voltage network is built, starting from reliable topology and approximate sequence impedances, and simulation results are compared to the uncleaned data and a simplified 3-wire representation. Power flow with photovoltaic penetration is also carried out. Results indicate that the improved network data has a higher occurrence of undervoltage situations. Using a 4-wire network with neutral wire can more accurately reflect the influence of neutral-to-ground voltage, even in the presence of frequent grounding. Both undervoltage and overvoltage deteriorate with PV penetration due to neutral voltage fluctuation.
随着分布式能源在配电网中的渗透程度越来越高,电压水平成为人们关注的问题。然而,由于以适合工程分析的方式收集和管理大量馈线数据的复杂性,这些网络的潮流模型很少。不幸的是,即使存在网络模型,数据的质量也可能不足以用于潮流分析。本文从可靠的拓扑和近似的序列阻抗出发,构建了一个全面的4线制低压网络,并将仿真结果与未清洗的数据和简化的3线制表示进行了比较。还进行了光伏渗透的潮流。结果表明,改进后的网络数据出现欠压情况的概率较高。使用带有中性线的4线网络,即使在频繁接地的情况下,也能更准确地反映中性对地电压的影响。由于中性电压波动,欠电压和过电压都随着光伏的渗透而恶化。
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引用次数: 1
期刊
2022 IEEE Sustainable Power and Energy Conference (iSPEC)
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