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2018 IEEE/PES Transmission and Distribution Conference and Exposition (T&D)最新文献

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Estimate the Lost Phasor Measurement Unit Data Using Alternating Direction Multipliers Method 用交替方向乘法器估计损失相量测量单元数据
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440469
Mang Liao, Di Shi, Zhe Yu, Wendong Zhu, Zhiwei Wang, Yingmeng Xiang
This paper presents a novel algorithm for recovering missing data of phasor measurement units (PMUs). Due to the low-rank property of PMU data, missing measurement estimation can be formulated as a low-rank matrix-completion problem. Based on maximum-margin matrix factorization, we propose an efficient algorithm based on alternating direction method of multipliers (ADMM) for solving the matrix completion problem. Comparing to existing approaches, the proposed ADMM based algorithm does not need to estimate the rank of the target data matrix and provides better performance in computation complexity. In addition, we consider the case of measurements missing from all PMU channels and provide a strategy of reshaping the matrix which contains the received PMU data for estimation. Numerical results using PMU measurements from IEEE 68-bus power system model illustrate the effectiveness and efficiency of the proposed approaches.
提出了一种恢复相量测量单元缺失数据的新算法。由于PMU数据的低秩性,缺失测量估计可以表述为一个低秩矩阵补全问题。基于最大边际矩阵分解,提出了一种基于交替方向乘法器(ADMM)的矩阵补全算法。与现有算法相比,该算法不需要估计目标数据矩阵的秩,在计算复杂度方面具有更好的性能。此外,我们考虑了所有PMU通道中测量缺失的情况,并提供了一种重构矩阵的策略,该矩阵包含接收到的PMU数据用于估计。采用IEEE 68总线电力系统模型的PMU测量结果表明了所提方法的有效性和效率。
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引用次数: 12
Solar PV Power Plants Harmonics Impacts 太阳能光伏发电厂的谐波影响
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440264
R. Bravo
The power quality (PQ) effects of aggregated solar PV inverters has not been documents to this point. This paper presents the power quality (PQ) performance of 17 solar photovoltaic power plants (SPVPP) interconnected in to 12 different substations, 11 distribution and 1 subtransmission. The SPVPP generation nameplate ranges between 1.5MW and 12MW. First, this paper will present the typical PQ meter installation and setup. Additionally, it will provide the performance of each of the SPVPP in power quality plots. These plots will include current demand distortion (ITDD), voltage total harmonics distortion (VTHD), and solar PV plant power (P) versus time. Furthermore, it will provide a performance analysis of the SPVPP. Finally, it will offer conclusions and recommendations of this research that include what must be done for these devices to reduce their harmonics generation in the grid. The information presented in this paper can be used to develop, test, and validate computer models use for distribution or bulk system studies.
聚合太阳能光伏逆变器的电能质量(PQ)效应目前还没有文献记载。本文介绍了17个太阳能光伏电站(SPVPP)的电能质量(PQ)性能,这些电站与12个不同的变电站、11个配电和1个子输电相连接。SPVPP发电铭牌范围在1.5MW到12MW之间。首先,本文将介绍典型的PQ电表的安装和设置。此外,它将在电能质量图中提供每个SPVPP的性能。这些图将包括电流需求失真(ITDD)、电压总谐波失真(VTHD)和太阳能光伏电站功率(P)随时间的变化。此外,还将提供SPVPP的性能分析。最后,它将提供本研究的结论和建议,包括必须为这些设备做些什么来减少它们在电网中的谐波产生。本文提供的信息可用于开发、测试和验证用于分布或批量系统研究的计算机模型。
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引用次数: 7
Dynamic Behaviour of VSC-HVDC Systems Under Different AC System Strengths 不同交流系统强度下vdc - hvdc系统的动态特性
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440427
S. Arunprasanth, R. Kuffel, U. Annakkage, C. Karawita
Operation of VSC with weak AC systems creates challenges such as ensuring stability after disturbances and proper selection of controller parameters, need to be addressed before physical implementations. This paper investigates the effect of controller parameters on the stability of a modular multilevel converter (MMC) VSC system. It was observed that d-q controller gains have greater influence on the stability compared to phase-locked loops (PLL) gains. It is demonstrated using time-domain simulation results obtained on the real-time digital simulator (RTDS) that a set of properly tuned controller gains could ensure small and large transient stabilities of the MMC-VSC system. Moreover, the negative effect of measurement delays in instantaneous currents and voltages is analyzed by performing small-signal stability assessment. The paper concludes with useful guidelines on selecting controller parameters for an MMC-VSC system connected to weak AC networks.
在弱交流系统中运行VSC会带来一些挑战,如确保扰动后的稳定性和控制器参数的正确选择,这些都需要在物理实现之前解决。研究了控制器参数对模块化多电平变换器(MMC) VSC系统稳定性的影响。与锁相环(PLL)增益相比,d-q控制器增益对稳定性的影响更大。在实时数字模拟器(RTDS)上的时域仿真结果表明,一组适当调整的控制器增益可以保证MMC-VSC系统的小、大暂态稳定性。此外,通过进行小信号稳定性评估,分析了瞬时电流和电压测量延迟的负面影响。最后给出了连接弱交流网络的MMC-VSC系统控制器参数选择的实用指南。
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引用次数: 2
Secure Communication of Intelligent Electronic Devices in Digital Substations 数字变电站中智能电子设备的安全通信
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440438
D. Ishchenko, R. Nuqui
This paper presents a communication “bump-in-the-wire” Security Filter device connected between the digital relays and the IEC 61850 communication buses to secure digital substation communications. Security Filter authenticates and verifies the designated Ethernet packets transmitted between protection and control devices by appending a message authentication code based on symmetric cryptography, which is compliant with the new mechanisms described in IEC 61850 and suitable for embedded system implementation. A prototype development and testing on a low cost commodity embedded system has proved that Security Filter can fully protect digital substation communication against replay attacks with time delays within the range of the most stringent IEC 61580 performance class requirements. The paper also presents multimode Security Filter operation design, which provides a practical interoperable way to upgrade and secure legacy substations with minimal modification or interruption to the existing systems.
本文提出了一种连接在数字继电器和IEC 61850通信总线之间的通信“线中碰撞”安全滤波器装置,以保证数字变电站的通信安全。安全过滤器通过附加一个基于对称加密的消息验证码,对在保护和控制设备之间传输的指定以太网数据包进行认证和验证,该认证码符合IEC 61850中描述的新机制,适合嵌入式系统实现。在低成本商品嵌入式系统上的原型开发和测试证明,Security Filter可以在最严格的IEC 61580性能等级要求范围内完全保护数字变电站通信免受时间延迟的重放攻击。本文还提出了多模式安全滤波器操作设计,该设计提供了一种实用的互操作方法,可以在对现有系统进行最小修改或中断的情况下升级和保护遗留变电站。
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引用次数: 19
An Open-Source Tool for Automated Power Grid Stress Level Prediction at Balancing Authorities 平衡机构电网应力水平自动预测的开源工具
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440330
A. Berscheid, Y. Makarov, Z. Hou, R. Diao, Yu Zhang, N. Samaan, Yong Yuan, Huifen Zhou
The behavior of modern power systems is becoming more stochastic and dynamic, due to the increased penetration of variable generation, demand response, new power market structure, extreme weather conditions, contingencies, and unexpected events. It is critically important to predict potential system operational issues so that grid planners and operators can take preventive actions to mitigate the impact, e.g., lack of operational reserves. In this paper, an innovative software tool is presented to assist power grid operators in a balancing authority in predicting the grid stress level over the next operating day. It periodically collects necessary information from public domain such as weather forecasts, electricity demand, and automatically estimates the stress levels on a daily basis. Advanced Neural Network and regression tree algorithms are developed as the prediction engines to achieve this goal. The tool has been tested on a few key balancing authorities and successfully predicted the growing system peak load and increased stress levels under extreme heat waves.
由于不断增加的可变发电、需求响应、新的电力市场结构、极端天气条件、突发事件和意外事件的渗透,现代电力系统的行为变得更加随机和动态。预测潜在的系统运行问题至关重要,这样电网规划者和运营商就可以采取预防措施来减轻影响,例如,缺乏运行储备。本文提出了一种创新的软件工具,以帮助电网运营商在平衡机构预测下一个运行日的电网应力水平。它定期从公共领域收集天气预报、电力需求等必要信息,并自动估计每天的压力水平。为了实现这一目标,开发了先进的神经网络和回归树算法作为预测引擎。该工具已经在几个关键的平衡机构上进行了测试,并成功地预测了极端热浪下系统峰值负荷的增长和压力水平的增加。
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引用次数: 1
Combined Transmission and Distribution Test System to Study High Penetration of Distributed Solar Generation 输配联合试验系统研究分布式太阳能发电的高穿透性
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440238
N. Samaan, M. Elizondo, B. Vyakaranam, M. Vallem, Xinda Ke, Renke Huang, Jesse T. Holzer, S. Sridhar, Q. Nguyen, Y. Makarov, Xiangqi Zhu, Jiyu Wang, N. Lu
Transmission and distribution (T&D) standard test systems are currently defined separately, and are critical for researchers and engineers to develop and test new solutions. Growing installation of energy resources in distribution and sub-transmission systems is creating higher interactions between T&D systems. This paper proposes a standard test system to study T&D interactions for high penetration of distributed solar photovoltaic (PV) generation. The proposed test system can be used to study and propose solutions to problems such as reverse power flows from distribution to transmission and voltage control affected by PV variability. The proposed test system combines the transmission IEEE 118 bus system, with the distribution IEEE 123-node feeder. The original test systems are significantly enhanced by adding high penetration of solar PV generation with corresponding full-year 5 minute-resolution chronological data and associated power flow cases on both transmission and distribution. Conventional generation chronology is achieved by adding dispatch and unit commitment data for AC optimal power flow solutions. And chronological load data is added in both aggregated, at substation level, and disaggregated, at feeder node level, fashions. Sample applications of the data are provided highlighting voltage control challenges, and the proposed system is made available openly online [1].
输配电(T&D)标准测试系统目前是单独定义的,对于研究人员和工程师开发和测试新解决方案至关重要。越来越多的能源在配电和分输电系统中安装,使得输配电系统之间的相互作用越来越高。本文提出了一个标准的测试系统来研究分布式太阳能光伏发电高渗透时的输配电相互作用。所提出的测试系统可用于研究受光伏变率影响的从配电到输电的反向潮流和电压控制等问题并提出解决方案。该测试系统采用传输IEEE 118总线系统,分配IEEE 123节点馈线系统。原始的测试系统通过增加太阳能光伏发电的高渗透率,以及相应的全年5分钟分辨率时序数据和相关的输配电潮流案例,得到了显着增强。传统的发电时序是通过增加调度和机组承诺数据来实现交流最优潮流的。按时间顺序添加的负载数据在变电站级以聚合的方式添加,在馈线节点级以分解的方式添加。提供了数据的示例应用,突出了电压控制方面的挑战,并且提出的系统在网上公开提供[1]。
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引用次数: 16
Grid Optimization of Shared Energy Storage Among Wind Farms Based on Wind Forecasting 基于风力预测的风电场共享储能电网优化
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440548
Kaige Zhu, Souma Chowdhury, Mucun Sun, Jie Zhang
Energy storage is crucial for source-side renewable energy power plants for enhancing output stability and reducing mismatch between power generation and demand. However, installing large size energy storage systems for renewable energy plants may not be economic, due to high capital cost and ever-increasing human resources and maintenance cost. As a result, in this paper, a shared energy storage system among multiple wind farms is proposed to address this energy management challenge. A state-of-the-art wind power forecasting method with ensemble numerical weather prediction models is used to optimally determine the size of a shared energy storage system (ESS). A number of scenarios are performed to optimize and explore the energy storage size under different economic and storage resource sharing circumstances. The performance of ESS, namely the net revenue of power plants, is explored subject to ESS size and operating constraints of wind farms and power systems. Results of a case study show that sharing of energy storage among multiple wind farms and lower cost of storage progressively enhance the economic benefits of using storage to mitigate over-production/under-forecasting (thus curtailment) and under-production/over-forecasting scenarios.
储能是提高可再生能源发电稳定性、减少发电与需求不匹配的关键。然而,由于高昂的资金成本和不断增加的人力资源和维护成本,为可再生能源工厂安装大型储能系统可能并不经济。因此,本文提出了多个风电场之间的共享储能系统来解决这一能源管理挑战。采用集合数值天气预报模型的风力发电预测方法,对共享储能系统(ESS)的规模进行了优化确定。通过对不同经济性和存储资源共享情况下的储能规模进行优化和探索。根据风力发电场和电力系统的ESS规模和运行约束,探讨了ESS的性能,即发电厂的净收益。一个案例研究的结果表明,多个风电场之间的储能共享和较低的储能成本逐步提高了使用储能来缓解生产过剩/预测不足(因此削减)和生产不足/预测过度情况的经济效益。
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引用次数: 4
Integration of SmartParks in a Power System with Utility-Scale PV Plant 智能公园在电力系统中的集成与公用事业规模的光伏电站
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440290
A. Arzani, G. Venayagamoorthy
This paper demonstrates integration of aggregate Plug-in Electric Vehicle parking lots known as SmartParks, adjacent to a MW-scale Photovoltaic (PV) plant for mitigation of loading on synchronous generators during peak hours as well as enhancing the Available Transfer Capability of area tie-lines. Simulations are carried out in the real-time digital simulator, where the PV plant and aggregate SmartParks are connected to a benchmark two-area multi-machine power system, equipped with secondary frequency controllers i.e. Automatic Generation Controllers and benefiting from Phasor Measurement Units data. The results conclude that cost-effective energy storage technologies such as SmartParks bring the potential in coping with one of the open challenges impeding PV penetration growth.
本文演示了被称为SmartParks的聚合插电式电动汽车停车场的集成,该停车场毗邻兆瓦级光伏(PV)发电厂,以减轻高峰时段同步发电机的负荷,并增强区域连接线的可用传输能力。仿真在实时数字模拟器中进行,其中光伏电站和聚合SmartParks连接到一个基准的两区多机电力系统,该系统配备了二次频率控制器,即自动发电控制器,并受益于相量测量单元的数据。研究结果表明,像SmartParks这样具有成本效益的储能技术可以应对阻碍光伏渗透增长的一个公开挑战。
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引用次数: 4
Optimization of Multiple Electricity Markets Participation Using Evolutionary PSO 基于进化粒子群算法的多电力市场参与优化
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440534
Ricardo Faia, T. Pinto, Z. Vale, J. Corchado
Electric power systems have undergone major changes in recent years. Electricity markets are one of the sectors that has been most affected by these changes. Electricity market design is being updated in order to support efficient operation and investments incentives. However, the development of efficient rules is neither easy nor guaranteed. This paper addresses the simulation of multi-participation in electric energy markets. The purpose of this simulation is to offer solutions to electricity market players, in order to support their decisions on future participation situations. For this, artificial intelligence techniques will be used, namely for forecasting and optimization processes. In specific, an optimization approach based on Evolutionary Particle Swarm Optimization (EPSO) is proposed. The achieved results are compared to those of a deterministic resolution method, and of the classical Particle Swarm Optimization (PSO). Results show that the proposed approach is able to achieve higher mean and maximum objective function results than the classical PSO, with a smaller standard deviation. The execution time is higher than using PSO, but still very fast when compared the deterministic method. The case study is based on real data from the Iberian electricity market.
近年来,电力系统发生了重大变化。电力市场是受这些变化影响最大的行业之一。电力市场设计正在进行更新,以支持高效运行和投资激励。然而,制定有效的规则既不容易也不能保证。本文研究了电力市场中多方参与的模拟问题。此模拟的目的是为电力市场参与者提供解决方案,以支持他们对未来参与情况的决策。为此,将使用人工智能技术,即用于预测和优化过程。提出了一种基于进化粒子群算法(EPSO)的优化方法。将所得结果与确定性解算方法和经典粒子群算法进行了比较。结果表明,该方法能够获得比经典粒子群算法更高的均值和最大目标函数结果,且具有较小的标准差。执行时间比PSO高,但与确定性方法相比仍然非常快。该案例研究基于伊比利亚电力市场的真实数据。
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引用次数: 3
Ageing Performance of HTV Silicone Rubber Used for Outdoor Insulation 室外保温用HTV硅橡胶的老化性能
Pub Date : 2018-04-16 DOI: 10.1109/TDC.2018.8440553
Yong Zhu, Xiaorong Zhang, Shuchen Zhou, Jiang Fang
Corona discharges and UV radiation on the surface of silicone rubber sheath are considered to be one of the ageing mechanisms responsible for the failure of composite insulators. An advanced high temperature vulcanized silicone rubber (HTV-SR) has been developed in Shemar to solve this issue. In this study, the ageing performance of HTV-SR specimens resulting from a 2000h UV radiation exposure and a corona discharge test were investigated; furthermore, physicochemical analyses were conducted on the specimens before and after the treatment. The results showed that the optimized formulation represented a very slight decrease in both electrical and mechanical performances. The hydrophobicity of all the specimens can restore to the nearly initial level after a short-term standing. It was demonstrated that the composite insulator with advanced HTV-SR sheath has long-term lifetime even operated under the extremely environmental and electrical stresses.
硅橡胶护套表面的电晕放电和紫外线辐射被认为是导致复合绝缘子失效的老化机制之一。一种先进的高温硫化硅橡胶(HTV-SR)在舍马尔被开发出来以解决这一问题。在本研究中,研究了HTV-SR样品在2000h紫外线照射和电晕放电试验下的老化性能;并对处理前后的样品进行了理化分析。结果表明,优化后的配方在电气和机械性能上都有很小的降低。所有试样的疏水性均可在短期静置后恢复到接近初始水平。结果表明,具有先进HTV-SR护套的复合绝缘子即使在极端环境和电应力下也具有较长的使用寿命。
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引用次数: 4
期刊
2018 IEEE/PES Transmission and Distribution Conference and Exposition (T&D)
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