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2018 International Conference on Power System Technology (POWERCON)最新文献

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Research of Influence of Garton Effect on the Measurement Values of Dielectric Loss of Capacitor Voltage Transformer 加顿效应对电容式电压互感器介电损耗测量值的影响研究
Pub Date : 2018-11-01 DOI: 10.1109/POWERCON.2018.8601602
Yang Xian, Mai Zhiqin, X. Xiang, Lin Chun-yao, Rao Zhang-quan, Zhou Yuan
The influence of Garton effect on the measurement values of dielectric loss of capacitor voltage transformer (CVT) is lack of systematic research and understanding. The Garton effect in insulation theory was expounded. Using a CVT with Garton effect, the values of dielectric loss were measured before and after the lightning impulse test and the short-time running voltage test respectively. Through the analysis of the values, the law of the influence of Garton effect on the measurement values of dielectric loss of CVT is mastered. And the methods and treatment recommendations were put forward to judge if Garton effect occurs in field tests of CVT, which provides a reference for the accurate discrimination of CVT insulation condition.
加顿效应对电容式电压互感器介电损耗测量值的影响,目前还缺乏系统的研究和认识。阐述了绝缘理论中的加顿效应。采用加顿效应无级变速器,分别测量了雷电冲击试验前后和短时运行电压试验前后的介电损耗值。通过对测量值的分析,掌握了加顿效应对无级变速器介电损耗测量值的影响规律。提出了判断无级变速器现场试验中是否存在加顿效应的方法和处理建议,为准确判别无级变速器绝缘状态提供参考。
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引用次数: 0
POWERCON 2018 TOC
Pub Date : 2018-11-01 DOI: 10.1109/powercon.2018.8601965
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引用次数: 0
Wind Power Forecasting Based on ARIMA-LGARCH Model 基于ARIMA-LGARCH模型的风电功率预测
Pub Date : 2018-11-01 DOI: 10.1109/POWERCON.2018.8601740
Shuxin Tian, Yang Fu, Ping Ling, Shurong Wei, Shu Liu, Kunpeng Li
Wind power prediction is an important basis for secure and economic operation of power grid. In view of the impacts of wind power’s stochastic volatility on wind power forecasting accuracy, a novel short-term wind power prediction method based on ARIMA-LGARCH model is proposed in this paper. This method analyzes the non-stationary and autocorrelation of time series data of wind power by utilizing Auto Regression Integrated Moving Average (ARIMA) model and asymmetric positive and negative fluctuation characteristics of wind power based on Logarithmic Generalized Autoregression Conditional Heteroscedasticity (LGARCH) model. LGARCH is designed to deal with the asymmetric fluctuation and data-trailing problems of wind power through introducing logarithm process and the independent identically distributed stochastic variable into the current GARCH model. The mixed model of ARIMA-LGARCH is built to achieve high-accuracy short-term forecasting of wind power output with strong uncertainties. The comparative analysis between the predicted value and real value of the actual wind power output in a certain wind farm verifies the feasibility and effectiveness of the method proposed in this paper.
风电功率预测是电网安全、经济运行的重要依据。针对风电随机波动率对风电预测精度的影响,提出了一种基于ARIMA-LGARCH模型的风电短期预测新方法。该方法利用自回归综合移动平均(ARIMA)模型和对数广义自回归条件异方差(LGARCH)模型分析风电时间序列数据的非平稳性和自相关性,分析风电的非对称正负波动特征。LGARCH通过在现有GARCH模型中引入对数过程和独立同分布随机变量来处理风电的不对称波动和数据拖尾问题。建立ARIMA-LGARCH混合模型,实现对具有较强不确定性的风电出力的高精度短期预测。通过对某风电场实际风电输出的预测值与实测值的对比分析,验证了本文方法的可行性和有效性。
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引用次数: 11
Discuss of the future Power Generation Structure in China Southern Power Grid with High Penetration of PV Generation 光伏发电高渗透下南方电网未来发电结构探讨
Pub Date : 2018-11-01 DOI: 10.1109/POWERCON.2018.8602066
Siyu Lu, Baorong Zhou, Lei Chen, Wenfeng Yao
The increased focus on environmental protection and the problem of lack of fossil energy around the world has prompted the rapid development of renewable power generation technology. As the penetration of renewable power generation such as photovoltaic (PV) power generation gradually increases, its impacts on power system planning and operation are increasingly obvious. In this paper, the generation structure in China Southern Power Grid (CSG) in 2050 with high penetration of PV generation is discussed. In addition, the impacts of high penetration of PV generation on power balance and peak-load regulation, as well as the influence of investment of PV and energy storage equipment on power generation structure have also been investigated. And some conclusions and suggestions have been presented to provide reference for the future power system planning and operation in China Southern Power Grid.
随着人们对环境保护的日益重视和世界范围内化石能源短缺问题的解决,可再生能源发电技术得到了迅速发展。随着光伏(PV)发电等可再生能源发电渗透率的逐步提高,其对电力系统规划和运行的影响日益明显。本文讨论了光伏发电高渗透率下南方电网2050年的发电结构。此外,还研究了光伏发电的高渗透率对电力平衡和调峰负荷的影响,以及光伏和储能设备投资对发电结构的影响。并提出了一些结论和建议,为南方电网未来的电力系统规划和运行提供参考。
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引用次数: 4
Renewable Energy Integration in Africa: A Case Study of the Adoption of New Technology by the Electricity Transmission Company of Nigeria 非洲可再生能源整合:以尼日利亚输电公司采用新技术为例
Pub Date : 2018-11-01 DOI: 10.1109/POWERCON.2018.8602197
Famous O. Igbinovia, J. Krupka
Economic growth and the use of renewable power technology in Africa now work together owing to cost parity between renewable and non-renewable energy technologies. As renewable power technology is now becoming more inexpensive, there are indications that in some markets in the continent, renewable power technologies might become easily affordable as compared to non-renewable energy. Thus, Africa’s economic success could indeed be driven by renewable energy (RE) technologies. This research paper discusses the integration of renewable energy in Africa, Electricity consumption in Nigeria, and integration of renewable energy in Nigeria. To correctly capture how renewable energy is being integrated in the continent, the effect of adoption of new technology on the performance of a public utility electricity transmission firm is examined. The Transmission Company of Nigeria was used as a case study.
由于可再生能源技术和不可再生能源技术的成本相等,非洲的经济增长和可再生能源技术的使用现在是协同工作的。由于可再生能源技术现在变得越来越便宜,有迹象表明,在非洲大陆的一些市场,与不可再生能源相比,可再生能源技术可能更容易负担得起。因此,非洲的经济成功确实可以由可再生能源技术驱动。这篇研究论文讨论了非洲的可再生能源整合、尼日利亚的电力消费以及尼日利亚的可再生能源整合。为了正确地捕捉可再生能源是如何在非洲大陆整合的,采用新技术对公用事业电力传输公司绩效的影响进行了研究。以尼日利亚输电公司为案例进行研究。
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引用次数: 5
Forecasting of Dissolved Gases in Power Transformer Oil Based on DOG -LSSVM Regression and Artificial Bee Colony 基于DOG -LSSVM回归和人工蜂群的电力变压器油溶解气体预测
Pub Date : 2018-11-01 DOI: 10.1109/POWERCON.2018.8601863
Yiyi Zhang, Liuliang Zhao, Jiake Fang, Jian Jiao, Changyi Liao, Xin Li
In order to accurately forecast the development trend of transformers and the trend in the early stage of faults, this paper provides a method to predict the dissolved gas content in transformer oil with DOG wavelet kernel function and artificial bee colony algorithm (ABC) based on least squares vector machine regression (LSSVR). This paper first optimizes the parameters of LSSVR by ABC, then constructs the LSSVR model with the DOG, finally evaluates the prediction performance based on the measurement of the average absolute error percentage (MAPE) and the square correlation coefficient $(r^{2})$ to prove the accuracy and effectiveness of this method.
为了准确预测变压器的发展趋势和故障早期趋势,提出了一种基于DOG小波核函数和基于最小二乘向量机回归(LSSVR)的人工蜂群算法(ABC)预测变压器油中溶解气体含量的方法。本文首先利用ABC法对LSSVR的参数进行优化,然后利用DOG法构建LSSVR模型,最后通过测量平均绝对误差百分比(MAPE)和平方相关系数$(r^{2})$对预测性能进行评价,证明了该方法的准确性和有效性。
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引用次数: 0
State of Charge Estimation for Ternary Battery in Electric Vehicles Using Spherical Simplex-Radial Cubature Kalman Filter 基于球面简单-径向立方卡尔曼滤波的电动汽车三元电池充电状态估计
Pub Date : 2018-11-01 DOI: 10.1109/POWERCON.2018.8602071
Jinqing Linghu, L. Kang, Ming Liu, Wanye Jin, Huabing Rao
State of charge (SOC) estimation is a core technology for battery management system (BMS), which plays an important role to make electric vehicles (EVs) operate safely, reliably and economically. In this paper, a new approach based on the Spherical Simplex-Radial Cubature Kalman Filter (SSRCKF) algorithm is presented to improve the accuracy of SOC estimation. The superiority of the proposed approach has been proved through the Worldwide harmonized Light Vehicles Test Procedure, which came into effect last year in the European Union. In addition, noise are added to the measured data of current and voltage to verify the its anti-interference ability. By comparing with the Unscented Kalman Filter (UKF) and the Cubature Kalman Filter (CKF), the experimental results show that the SSRCKF algorithm estimated the SOC more accurately than the UKF and CKF.
电池荷电状态(SOC)估计是电池管理系统(BMS)的核心技术,对保证电动汽车安全、可靠、经济地运行起着重要作用。本文提出了一种基于球面简单-径向立方体卡尔曼滤波(SSRCKF)算法的新方法,以提高SOC估计的精度。该方法的优越性已通过去年在欧盟生效的《全球统一轻型车辆测试程序》得到了证明。此外,在电流和电压的测量数据中加入噪声,验证其抗干扰能力。通过与Unscented Kalman Filter (UKF)和Cubature Kalman Filter (CKF)进行比较,实验结果表明,SSRCKF算法比UKF和CKF算法更准确地估计出SOC。
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引用次数: 2
The Modeling of HVDC Circuit Breakers for Small Time-step Real-time Simulation 高压直流断路器的小时间步长实时仿真建模
Pub Date : 2018-11-01 DOI: 10.1109/POWERCON.2018.8602296
Yixuan Peng, Feng Ji, X. Cui, Lu Gao
In the simulations of voltage source converter (VSC) based DC grids, fast protection schemes for overhead lines, such as traveling wave protection unavoidably require a small time step when simulating high voltage direct current (HVDC) circuit breakers. In order to present protection processes accurately and realize hardware-in-the-loop (HIL) simulation, this paper proposes a modeling method of HVDC circuit breakers for small time-step real-time simulation. After using the transmission line modeling method(TLM) to solve the arrester and constant impedance model of the switch, the admittance matrix of the HVDC breaker will keep constant, which reduces computing time greatly. A simplified HVDC breaker is used to interpret the modeling method. And a test circuit is implemented on a field programmable gate array (FPGA) board, on which efficient and accurate simulation results are obtained.
在基于电压源变换器(VSC)的直流电网仿真中,对架空线路的快速保护方案(如行波保护)在模拟高压直流断路器时不可避免地需要较小的时间步长。为了准确地呈现保护过程,实现半在环仿真,本文提出了一种用于小时间步长实时仿真的直流断路器建模方法。采用传输线建模方法(TLM)求解开关避雷器和恒阻抗模型后,直流断路器的导纳矩阵保持不变,大大减少了计算时间。用一个简化的高压直流断路器来解释建模方法。并在现场可编程门阵列(FPGA)板上实现了测试电路,得到了高效、准确的仿真结果。
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引用次数: 3
On Aggregator's Demand Response Capability with Consideration of EV Battery's SOH 考虑电动汽车电池SOH的聚合器需求响应能力研究
Pub Date : 2018-11-01 DOI: 10.1109/POWERCON.2018.8602347
Zhipeng Jing, Hui Ren, Shiyao Hu, Yixin Wang, D. Watts, Bo Yuan
The electric vehicle (EV), when aggregated by an agent (Aggregator), is a suitable candidate for participating demand response in power system operation. This paper proposes a method for the calculation of the optimal charging and V2G decision through aggregator with consideration of the trade-off between EV users' charging willingness and cost, and trade-off between the capacity loss and revenue due to V2G. Following this optimal decision, EV users' charging/V2G capacity can be well predicted in advance. However, if EV users' order at aggregators can be 100% fulfilled depends on the facility level and technology of aggregators. Moreover, the aggregators' DR capability is also affected by the sitting of aggregator because of the driving behavior of EVs. In this paper, aggregator's DR capacity is studied under multiple scenarios with different facility conditions, different technologies (V2V) through a test case including 2 aggregators in business area and residential area respectively. Along the increasing of the no. of charging/discharging piles, aggregators' DR capability is increasing. There is an upper limit on its facility level due to the size of the EVs users group, above which, investment on piles is unnecessary. DR capabilities of aggregators at different locations are correlated when serving the same group of EV users because EV users are pursuing benefit maximization.
电动汽车(EV)在被聚合体(Aggregator)聚合后,是参与电力系统运行需求响应的合适对象。考虑电动汽车用户充电意愿与充电成本之间的权衡,以及V2G带来的容量损失与收益之间的权衡,提出了一种通过聚合器进行最优充电与V2G决策的计算方法。根据这一最优决策,可以很好地预测电动汽车用户的充电/V2G容量。然而,电动汽车用户在集成商的订单能否100%完成,取决于集成商的设施水平和技术水平。此外,由于电动汽车的驾驶行为,聚合器的位置也会影响聚合器的DR能力。本文通过2个汇聚器分别位于商业区和住宅区的测试案例,研究了不同设施条件、不同技术(V2V)的多场景下汇聚器的容灾能力。随着数量的增加。随着充电/放电桩的增加,聚合器的DR能力不断提高。由于电动汽车用户群体的规模,其设施水平是有上限的,超过这个上限,就不需要进行桩的投资。由于EV用户追求利益最大化,不同位置的聚合器在服务于同一组EV用户时,其DR能力是相关的。
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引用次数: 1
Modeling of Voltage Characteristics of Variable Frequency Motors and Comparison with Asynchronous Motors 变频电机电压特性建模及与异步电机的比较
Pub Date : 2018-11-01 DOI: 10.1109/POWERCON.2018.8601807
Fang Zhao, Z. Du, Chuanyong Shao, Baorong Zhou
Due to the rectification and inversion links of frequency conversion module, the variable frequency motor has different load characteristics from the traditional motor, and with massive grid-connection of variable frequency motors, the grid is presenting new load characteristics. In this paper, specific models of variable frequency motor and the traditional asynchronous motor were built based on the MATLAB/Simulink simulation platform, and on that basis, we compared and analyzed the influence of voltage sag on their respective load characteristics, and their tolerance of voltage sag. During simulation of the load characteristics of variable frequency motor, the magnitude of voltage sag was used as the control variable to obtain and analyze the active power and reactive power curves under different voltages levels. Then, the grid system model was built to study the stability of power system under two different loads of variable frequency motor and asynchronous motor respectively, and discuss the influence of variable frequency motor on the security and stability of power grid. The simulation results show that under voltage sag, the active power and reactive power demands of variable frequency motor and asynchronous motor were different; after the voltage was recovered from the voltage sag, the active power demand of variable frequency motor was significantly higher than that of asynchronous motor. If the common asynchronous motor model is solely used for calculation of grid stability in the environment having large percentage of electronically connected loads, the results would be too optimistic.
由于变频模块的整流和反转环节,变频电机具有不同于传统电机的负载特性,随着变频电机的大规模并网,电网呈现出新的负载特性。本文基于MATLAB/Simulink仿真平台,建立了变频电机和传统异步电机的具体模型,在此基础上,对比分析了电压暂降对各自负载特性的影响,以及电压暂降容限。在变频电机负载特性仿真中,以电压暂降幅度为控制变量,得到并分析了不同电压水平下的有功功率和无功功率曲线。然后,建立电网系统模型,分别研究了变频电机和异步电机两种不同负载下电力系统的稳定性,讨论了变频电机对电网安全稳定的影响。仿真结果表明,在电压暂降条件下,变频电机和异步电机的有功功率和无功功率需求不同;电压暂降恢复后,变频电机的有功功率需求明显高于异步电机。如果将普通异步电动机模型单独用于具有较大比例电子连接负载的环境下的电网稳定性计算,结果将过于乐观。
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引用次数: 0
期刊
2018 International Conference on Power System Technology (POWERCON)
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