期刊文献+
共找到3,154篇文章
< 1 2 158 >
每页显示 20 50 100
Research on the monitoring system for induced voltage and ground current of 27.5 kV cable sheath in railways
1
作者 Zehui Zhang Qian Huang +3 位作者 Lewen Li Dan Li Xueping Luo Xiaohong Zeng 《Railway Sciences》 2024年第5期622-635,共14页
Purpose–The purpose of this study is to address the deficiency in safety monitoring technology for 27.5 kV high-voltage cables within the railway traction power supply by analyzing the grounding methods employed in h... Purpose–The purpose of this study is to address the deficiency in safety monitoring technology for 27.5 kV high-voltage cables within the railway traction power supply by analyzing the grounding methods employed in high-speed railways and developing an effective monitoring solution.Design/methodology/approach–Through establishing a mathematical model of induced potential in the cable sheath and analyzing its influencing factors,the principle of grounding current monitoring is proposed.Furthermore,the accuracy of data collection and alarm function of the monitoring equipment were verified through laboratory simulation experiments.Finally,through practical application in the traction substation of the railway bureau on site,a large amount of data were collected to verify the stability and reliability of the monitoring system in actual environments.Findings–The experimental results show that the designed monitoring system can effectively monitor the grounding current of high-voltage cables and respond promptly to changes in cable insulation status.The system performs excellently in terms of data collection accuracy,real-time performance and reliability of alarm functions.In addition,the on-site trial results further confirm the accuracy and reliability of the monitoring system in practical applications,providing strong technical support for the safe operation of highspeed railway traction power supply systems.Originality/value–This study innovatively develops a 27.5kV high-voltage cable grounding current monitoring system,which provides a new technical means for evaluating the insulation status of cables by accurately measuring the grounding current.The design,experimental verification and application of this system in high-speed railway traction power supply systems have demonstrated significant academic value and practical significance,contributing innovative solutions to the field of railway power supply safety monitoring. 展开更多
关键词 Railway 27.5 kV high-voltage cable Online monitoring system grounding current Induced potential
在线阅读 下载PDF
New inverter topology for ground current suppression in transformerless photovoltaic system application 被引量:9
2
作者 Xiaoqiang GUO Huaibao WANG +1 位作者 Zhigang LU Baocheng WANG 《Journal of Modern Power Systems and Clean Energy》 SCIE EI 2014年第2期191-194,共4页
An interesting inverter topology is proposed in this paper.It is similar to the typical three-phase full bridge inverter from the topology point of view,but smartly designed for the ground current reduction in single-... An interesting inverter topology is proposed in this paper.It is similar to the typical three-phase full bridge inverter from the topology point of view,but smartly designed for the ground current reduction in single-phase photovoltaic(PV)inverter applications.Theoretical analysis is conducted to clarify the operation mechanism of the proposed topology.Performance evaluation is carried out to verify the effectiveness of the proposed topology for the ground current suppression. 展开更多
关键词 ground current Grid-connected inverter Photovoltaic(PV)system
原文传递
Residual current compensation for single-phase grounding fault in coal mine power network 被引量:3
3
作者 Jia Chenxi Wang Chonglin Du Guifu 《International Journal of Mining Science and Technology》 SCIE EI 2014年第2期213-218,共6页
The way of neutral point to earth via full compensation arc suppression coil can solve the problem of residual current compensation in coal mine power network effectively. Based on the analysis on the grounding curren... The way of neutral point to earth via full compensation arc suppression coil can solve the problem of residual current compensation in coal mine power network effectively. Based on the analysis on the grounding current detection results of Xieqiao coal mine, the conclusion that harmonic component of grounding current is dominated by higher harmonics with complex harmonic sources in coal mine power network system was obtained. The influences of harmonic source type and fault point position on harmonic voltage and harmonic current were analyzed theoretically. The influences of earthed fault feeder detection result and the estimation errors of parameters to earth on residual current compensation were analyzed. A new thought of residual current prediction and the selections of model method and control method were proposed on this basis. The simulation results prove that harmonic amplitudes of zero sequence voltage and zero sequence current are determined by harmonic source type as well as fault point position in coal mine power network, and also prove that zero sequence voltage detection can avoid the unstable problem of coal mine power network system caused by undercompensation of capacitive current. Finally, the experimental device of full compensation arc suppression coil is introduced. 展开更多
关键词 Full compensation arc suppression co Residual current compensation grounding current detection Zero sequence voltage detection
在线阅读 下载PDF
Effects of Transformer DC Bias and the Relationship Between UHVDC Grounding Current and Grounding Resistances 被引量:3
4
作者 JIANG Wei WU Guang-ning +3 位作者 XIAO Hua HUANG Zhen Saleh Yahya Muhammed GUAN Lan 《高电压技术》 EI CAS CSCD 北大核心 2008年第12期2530-2535,共6页
Recently years,UHVDC transmission system is paid more attention to in the field of China's power system.It takes key part in the China electrical power development stratagem.But,many problems are caused by UHVDC s... Recently years,UHVDC transmission system is paid more attention to in the field of China's power system.It takes key part in the China electrical power development stratagem.But,many problems are caused by UHVDC system,such as DC bias,corrosion of metal underground and so on.DC bias is harm to the transformers nearby UHVDC grounding polar.In this paper,the influences of DC grounding current on transformer are introduced and some suggestions of DC bias solution were provided.And,the relationship between UHVDC Grounding Current and grounding Resistance of Substation was analyzed.Firstly,two-part network circuit was used to equivalent the grounding circuit.Then,an analysis of rules was done between DC bias current and grounding resistance.Finally,the conclusion is given that DC bias current rises fast as DC grounding resistance or AC grounding resistance rises.It drops when resistance of AC transmission line or interaction resistance between DC grounding system and AC grounding system rises.Decreasing AC grounding resistance and DC grounding resistance is important to restrain DC bias current.Increasing resistance of AC transmission line such as adding resistance into transformer neutral-point grounding is a useful way to limit DC bias current. 展开更多
关键词 UHVDC 变压器 直流偏磁 接地电阻
在线阅读 下载PDF
Simulation on DC Current Distribution in AC Power Grid under HVDC Ground-Return-Mode 被引量:1
5
作者 Guihua Mei Yuanzhang Sun Yancun Liu 《Journal of Electromagnetic Analysis and Applications》 2010年第7期418-423,共6页
This paper focus on the Modeling and Calculation of DC current distribution in AC power grid induced under HVDC Ground-Return-Mode. Applying complex image method and boundary element method, a new field-circuit coupli... This paper focus on the Modeling and Calculation of DC current distribution in AC power grid induced under HVDC Ground-Return-Mode. Applying complex image method and boundary element method, a new field-circuit coupling model was set up. Based on the calculation result with complex image method, this paper derived the modification factor for induced earth potential from practical measurement, which increased the accuracy of calculation. The modification method is helpful for evaluation on the effect of means used for blocking the dc-bias current in transformer neutral and also useful for the forecast of the DC current distribution when the power grid is in different line connection mode. The DC distribution character in Guangdong power grid is shown and suggestion is proposed that the mitigation of dc-bias should start from those substations whose earth-potential is highest. 展开更多
关键词 HVDC DC-Bias DC DISTRIBUTION ground-Return current SIMULATION
暂未订购
Application of Atomic Sparse Decomposition to Feature Extraction of the Fault Signal in Small Current Grounding System 被引量:1
6
作者 Nanhua Yu Rui Li +1 位作者 Jun Yang Bei Dong 《Energy and Power Engineering》 2013年第4期603-607,共5页
Applying the atomic sparse decomposition in the distribution network with harmonics and small current grounding to decompose the transient zero sequence current that appears after the single phase to ground fault occu... Applying the atomic sparse decomposition in the distribution network with harmonics and small current grounding to decompose the transient zero sequence current that appears after the single phase to ground fault occurred. Based on dictionary of Gabor atoms and matching pursuit algorithm, the method extracts the atomic components iteratively from the feature signals and translated them to damped sinusoidal components. Then we can obtain the parametrical and analytical representation of atomic components. The termination condition of decomposing iteration is determined by the threshold of the initial residual energy with the purpose of extract the features more effectively. Accordingly, the proposed method can extract the starting and ending moment of disturbances precisely as well as their magnitudes, frequencies and other features. The numerical examples demonstrate its effectiveness. 展开更多
关键词 Small current groundING System Fault Line Selection ATOMIC SPARSE Decomposition Matching PURSUIT DAMPED SINUSOIDS
暂未订购
Experimental Analysis on Shielding Effect of the Grounding Electrodes Under Impulse-current 被引量:7
7
作者 YANG Cai-wei SIMA Wen-xia YUAN Tao YANG Qing 《高电压技术》 EI CAS CSCD 北大核心 2008年第12期2609-2614,共6页
Generally,the flow of a lightning impulse current from a grounding electrode into ground is a very complicated process determined by many factors.In order to analyze the mechanism of the impulse current dissipating in... Generally,the flow of a lightning impulse current from a grounding electrode into ground is a very complicated process determined by many factors.In order to analyze the mechanism of the impulse current dissipating in the earth from grounding electrode,the experiments that had been carried out by other authors almost used a single horizontal grounding wire or vertical grounding rod for sake of simplicity.However,in practical conditions,most of the grounding systems are constructed of grounding electrodes with branches in different directions.In this study,basing on the principle of dimensional similarity,impulse simulation experiments are performed on the common ground electrodes with conductor branches.This paper focuses on analyzing the impulse current dispersal regularity of different branches when injecting at one point.Comparing with the leakage current distribution of a single ground electrode,it is found that the leakage currents along the branches increase with the distance to the current feed point,and the more conductors near the injection point,the more uneven the leakage current distribution is.This work indicates that shielding effect should be taken into account when analyzing the impulse characteristics of grounding electrodes. 展开更多
关键词 屏蔽效应 接地电极 冲击电流 试验研究
在线阅读 下载PDF
Study on Earth Surface Potential and DC Current Distribution around DC Grounding Electrode 被引量:1
8
作者 Zhi-chao Ren Chun-yan Ye Hai-yan Wang 《Energy and Power Engineering》 2013年第4期792-796,共5页
DC magnetic biasing problem,caused by the DC grounding electrode, threatened the safe operation of AC power grid. In this paper, the characteristics of the soil stratification near DC grounding electrode was researche... DC magnetic biasing problem,caused by the DC grounding electrode, threatened the safe operation of AC power grid. In this paper, the characteristics of the soil stratification near DC grounding electrode was researched. The AC-DC interconnected large-scale system model under the monopole operation mode was established. The earth surface potential and DC current distribution in various stations under the different surface thickness was calculated. Some useful conclusions are drawn from the analyzed results. 展开更多
关键词 DC groundING ELECTRODE Magnetic BIASING Soil STRATIFICATION Earth Surface Potential DC current DISTRIBUTION
暂未订购
基于零序电流幅值比的灵活接地系统高阻接地故障选线方法 被引量:1
9
作者 李晓波 张世乐 +4 位作者 刘栩鹏 刘硕 谢剑锋 袁璐健 彭超红 《电网技术》 北大核心 2025年第6期2595-2604,I0136-I0141,共16页
零序电流互感器(current transformer,CT)测量精度问题一直是限制配电网故障选线准确率的关键性问题,现有研究方法在理论层面已较为成熟,但在现场使用中受限于零序CT测量精度,耐过渡电阻能力往往不佳。灵活接地系统是一种新型接地方式,... 零序电流互感器(current transformer,CT)测量精度问题一直是限制配电网故障选线准确率的关键性问题,现有研究方法在理论层面已较为成熟,但在现场使用中受限于零序CT测量精度,耐过渡电阻能力往往不佳。灵活接地系统是一种新型接地方式,系统感知永久性接地故障后,于中性点投入并联小电阻,使得配电网接地方式发生转变,从而导致同一电气信号量呈现两种完全不同的故障特征,故障信息量增加了一倍,综合利用两阶段故障特征有望突破现有故障选线装置性能极限,摆脱选线装置对零序CT测量精度的依赖。为此,该文首先分析了灵活接地系统不同阶段各电气量的故障特征,之后结合灵活接地系统特点提出了一种基于零序电流幅值比的高阻接地故障选线方法,最后通过合理设计选线算法,剔除误差较大数据,最大程度降低保护对零序CT测量精度的依赖。实时数字仿真系统(real time digital simulation system,RTDS)以及低压实验平台实验结果表明,该方法不受零序CT极性反接与相位测量误差影响,且无需故障信息间的横向比较,具有耐过渡电阻能力强、可靠性高、对零序CT测量精度要求低、易实现等优点。 展开更多
关键词 零序电流互感器 灵活接地系统 零序电流幅值比 故障信息量 高阻接地故障
原文传递
Grounding Systems for Power Supply Facilities
10
作者 Vladimir Anatolevich Konusarov Evgeniy Alekseevich Shutov Tatyana Evgenievna Turukina 《Energy and Power Engineering》 2019年第1期1-14,共14页
The goal of this work is creation of optimal grounding model at the substation 10/0.4 kV of the urban power distribution network. The electric current can pose a major threat to the man’s life and health. In addition... The goal of this work is creation of optimal grounding model at the substation 10/0.4 kV of the urban power distribution network. The electric current can pose a major threat to the man’s life and health. In addition to pose a threat for health, the rise of the short circuit, as a consequence of insulation faults, poses a threat to retirement of electric systems and fire risks. The reliable grounding system design has significant implications for protection of human being as well as for electrical facility protection. The set objective was performed on the base of analytical and software-based methods. Analytical method gives a qualitative indication at each step in analysis. It also allows evaluating the values effect on the result, but the method is not susceptible of tolerable accuracy, that is why analytical method serves as initial approximation in differentiating. Specified estimation can be performed in such software package as MATLAB or ETAP. Software-based estimation is based on the finite element method (FEM), the main advantage of which is the ability to create different forms of grounding and allows obtaining distribution graphs of the step potential on the earth’s surface and touch potential. The calculation results in comparison of analytical and software-based methods taking into account the grounding optimization. There are conclusions on the most effective ground network. 展开更多
关键词 grounding Device current-Using Equipment Short-Circuit FAULT Single Phase-to-ground FAULT Main STEP Down Substation (MSDS) TN-C TN-S TN-C-S TT IT Indirect Contact STEP Potential FEM IEEE
暂未订购
GIC/HVDC对地电流入侵接地变压器的多场耦合与状态识别
11
作者 潘超 石晓博 +3 位作者 刘春明 孙正龙 罗远翔 安景革 《高电压技术》 北大核心 2025年第5期2349-2362,I0010,I0011,共16页
地磁暴诱发的地磁感应电流(geomagneticallyinducedcurrent,GIC)和高压直流输电(highvoltagedirect current,HVDC)单极运行对地电流入侵电网接地变压器导致偏磁异常。针对该问题,对比分析GIC/HVDC两种场景下大地电流的时域波动特征,提... 地磁暴诱发的地磁感应电流(geomagneticallyinducedcurrent,GIC)和高压直流输电(highvoltagedirect current,HVDC)单极运行对地电流入侵电网接地变压器导致偏磁异常。针对该问题,对比分析GIC/HVDC两种场景下大地电流的时域波动特征,提出考虑大地电流入侵的变压器多物理场耦合模型,提取电流、磁通、电磁力、振动及噪声作为各场域物理特征信息。仿真分析典型场景中GIC/HVDC对地电流对变压器多场传播特征的影响,归纳物理特征信息间的耦合关联,并对比两者造成的扰动差异。结果表明:HVDC对地电流入侵变压器的影响较平稳,GIC导致多场特征参数变化具有更加复杂的时序波动性。搭建动模实验平台,测量不同模式下变压器的电流、振动及噪声数据,并与仿真结果对比,验证该文模型与结论的正确性和有效性。最后,基于虚实一致性构建多模-态特征信息域,以扰动水平作为关键判据划分运行风险状态;当扰动水平达到1.5时,扰动电流导致变压器内部电磁、机械环境失稳。该方法能够有效识别GIC/HVDC对地电流入侵场景下变压器的运行风险状态,为变压器故障辨识和设备保护提供依据。 展开更多
关键词 地磁感应电流 高压直流输电 大地电流 变压器 多场耦合 状态识别
原文传递
The Research on Neutral Grounding Scheme of Fengxian 35kV and 10 kV Power Grid 被引量:1
12
作者 Siming Hua Hua Zhang +2 位作者 Feng Qian Chunjie Chen Meixia Zhang 《Energy and Power Engineering》 2013年第4期897-901,共5页
Combined with actual situation of Fengxian power Supply Company, the neutral grounding modes of Fengxian 35 kV and 10 kV power grid are studied in the paper. The different frequencies injected method is used to measur... Combined with actual situation of Fengxian power Supply Company, the neutral grounding modes of Fengxian 35 kV and 10 kV power grid are studied in the paper. The different frequencies injected method is used to measure the capacitive current of Fengxian 28 substations, and the neutral grounding modes of the 28 substations are determined based on the measured values of capacitive current. 展开更多
关键词 NEUTRAL groundING Mode Different Frequency Injected Method Capacitive current ARC SUPPRESSION COIL Low Resistance
暂未订购
多电缆出线精细化建模及复杂工况接地电流计算
13
作者 李吉生 顾小龙 +4 位作者 余银辉 梁霄 郑智慧 邓冶强 王羽 《高压电器》 北大核心 2025年第6期181-190,共10页
核电站中压厂用电系统包含各种型式电缆,数量高达数百根,涉及范围广,运行环境复杂,系统发生单相接地故障概率高,大量电缆的投入会使得系统电容电流超过标准,引起厂用电系统绝缘故障甚至是弧光接地。核电厂中压厂用电系统运行工况高达数... 核电站中压厂用电系统包含各种型式电缆,数量高达数百根,涉及范围广,运行环境复杂,系统发生单相接地故障概率高,大量电缆的投入会使得系统电容电流超过标准,引起厂用电系统绝缘故障甚至是弧光接地。核电厂中压厂用电系统运行工况高达数百种,实际中并不能针对所有工况进行接地电流试验测试。首先,文中根据国内某核电站厂用电系统接线图,搭建电缆数量超过600条的多电缆出线的精细化接地电流仿真计算模型,电缆电容仿真计算值与实测值的误差最大为5.5%,基于此模型计算中压厂用电系统数百种工况下的接地电流以及系统过电压,得到接地电流超过标准的运行工况,可用于指导实际核电站运行工作。其次,对接地电流超标的运行工况进行真型试验测量,并和仿真计算结果进行对比验证,其中金属性接地最大误差不超过4%,高阻接地最大误差不超过12%。最后,对接地电流超标的运行工况提出抑制措施,为核电站厂用电系统的电缆维护与安全运行提供参考。 展开更多
关键词 核电站 厂用电系统 接地电流 电缆绝缘故障 真型试验
在线阅读 下载PDF
Calculation of Well-ground Electromagnetic Field Responses in Horizontally Layered Media
14
作者 Cao Hui Wang Xuben +2 位作者 He Zhanxiang Mao Lifeng Lv Dongwei 《石油地球物理勘探》 EI CSCD 北大核心 2012年第A02期127-134,共8页
关键词 石油 地球物理勘探 地质调查 油气资源
在线阅读 下载PDF
基于对地电压灵活调控的大型发电机定子接地故障降压消弧方法
15
作者 喻锟 李理 +3 位作者 曾祥君 尹项根 刘玉玲 王沾 《中国电机工程学报》 北大核心 2025年第3期911-922,I0009,共13页
为解决大型发电机定子绕组单相接地故障消弧难题,提出基于对地电压灵活调控的大型发电机定子接地故障降压消弧方法。通过在发电机中性点对地支路并联可控电流源,搜索注入电流相量最优幅值及相角,将定子绕组故障点电压抑制为0,破坏故障... 为解决大型发电机定子绕组单相接地故障消弧难题,提出基于对地电压灵活调控的大型发电机定子接地故障降压消弧方法。通过在发电机中性点对地支路并联可控电流源,搜索注入电流相量最优幅值及相角,将定子绕组故障点电压抑制为0,破坏故障电弧重燃条件,从而消除接地故障电流,实现定子接地故障消弧。利用PSCAD/EMTDC搭建大型发电机定子单相接地故障模型对所提降压消弧方法进行验证,同时,在动模试验室设置多种定子接地故障场景,进行降压消弧动模试验。仿真与试验结果表明:在不同运行工况及故障条件下,该方法均能有效抑制定子故障点电压,可靠消除故障残流,实现接地故障消弧。该技术有望实现发电机定子绕组接地故障不停电消除,保障发电机长时间安全稳定运行。 展开更多
关键词 大型发电机 定子 接地故障 注入电流 电压灵活调控
原文传递
The Research on Grounding Protection for 110kV Resistance Grounding Distribution System 被引量:1
16
作者 Shan Sun Guo Zeng +2 位作者 Xiaozang He Yanping Lv Xinyi Li 《Energy and Power Engineering》 2013年第4期877-880,共4页
Using the neutral grounding method by the resistance in 110?kV system, it can limit the voltage sag and short circuit current when one-phase grounding fault occurred, but it will change the sequence of the network str... Using the neutral grounding method by the resistance in 110?kV system, it can limit the voltage sag and short circuit current when one-phase grounding fault occurred, but it will change the sequence of the network structure and parameters. This paper analyzes the size and distribution of zero sequence voltage and current when one-phase grounding fault occurred in the 110 kV resistance grounding system, and puts forward the grounding protection configuration setting principle of this system combining the power supplying characteristics of 110?kV distribution network. In a reforming substation as an example, the grounding protection of 110 kV lines and transformer have been set and calculated. 展开更多
关键词 NEUTRAL groundING System by Resistance One-phase groundING Fault ZERO SEQUENCE Voltage ZERO SEQUENCE current PROTECTION Setting
暂未订购
高压直流输电对辽宁西部地电场观测的影响分析
17
作者 赵倩 张琪 +2 位作者 安祥宇 康晓珊 赵晓辉 《防灾减灾学报》 2025年第3期66-73,94,共9页
本文聚焦于锦州义县和阜新哈达户稍两个地电场观测台站,分析其在2018—2022年期间受高压直流输电(HVDC)干扰的情况。通过详细分析干扰幅度、形态和变化方向等关键指标,并结合高压直流输电的干扰机理,分别探讨了不同换流站接地极对同一... 本文聚焦于锦州义县和阜新哈达户稍两个地电场观测台站,分析其在2018—2022年期间受高压直流输电(HVDC)干扰的情况。通过详细分析干扰幅度、形态和变化方向等关键指标,并结合高压直流输电的干扰机理,分别探讨了不同换流站接地极对同一观测台站的影响,以及同一换流站接地极对不同观测台站的影响。研究结果表明:(1)不同的高压直流输电线路对地电场的干扰形态和幅度存在显著差异。在辽宁西部区域,干扰变化形态呈现出方波或“凹”形方波的特征;(2)当高压直流输电对地电场观测产生干扰时,不同方向上的长、短极距变化并非始终同步,附加电场信号的变化特征也存在差异。然而,在同一方向上,这些变化通常表现出一致性;(3)针对同一高压直流输电线路的干扰,两个不同地电场观测点的数据比值主要取决于它们与干扰源的距离以及所在区域的电导率,而与高压直流输电线路产生的入地电流大小无直接关联。本研究结果对于辽宁地区地电场观测数据的分析具有重要意义,有助于快速判断观测数据中的异常是否由高压直流输电引起,从而为辽宁地区地电场观测数据的准确解读和应用提供有力支持。 展开更多
关键词 地电场 高压直流输电 干扰分析 入地电流 快速判断
在线阅读 下载PDF
基于粒子群算法的柔性消弧装置控制器参数优化方法研究
18
作者 郭谋发 翁铭 郑泽胤 《电网技术》 北大核心 2025年第11期4771-4780,I0110,I0111,共12页
配电网单相接地故障柔性消弧装置控制器参数整定较为复杂,因配电网络和负载特性有别、故障情况受接地位置及过渡电阻等影响且鲜有直接的计算方法。针对此问题,该文提出了一种基于粒子群算法的比例-积分控制器(proportional-integral con... 配电网单相接地故障柔性消弧装置控制器参数整定较为复杂,因配电网络和负载特性有别、故障情况受接地位置及过渡电阻等影响且鲜有直接的计算方法。针对此问题,该文提出了一种基于粒子群算法的比例-积分控制器(proportional-integral controller,PI)控制器参数实时整定的方法。该文首先分析了柔性电流消弧法的原理及其控制稳定性。其次在控制稳定性的基础上运用粒子群算法对PI控制器的比例调节系数与积分调节系数进行优化。最后通过仿真软件及物理模型进行实验,模拟不同配电网络、不同接地方式、不同故障点等多种情况下发生单相接地故障并投入消弧装置抑制故障电流,结果显示该方法能在1至2个运行周期内即可抑制故障电流,适用多种配电网络和故障情形,避免人工反复调试参数,提高消弧效果,为参数整定优化提供新思路。 展开更多
关键词 配电网 单相接地故障 电流消弧法 粒子群算法 控制器参数寻优
原文传递
基于XGBoost和泛化特征优选的小电流接地故障方向判别方法
19
作者 王江波 黑晓捷 +3 位作者 邱鹏玉 胡旭峰 罗晶晶 何啸扬 《电力自动化设备》 北大核心 2025年第7期71-79,共9页
考虑配电网的复杂多变性,提出了一种基于极限梯度提升(XGBoost)和泛化特征优选的故障方向判别方法,以数量最少且能适应不同场景变化的最优泛化特征作为输入,提升故障方向判别模型的准确率和泛化能力。考虑到实际应用中电流信号的易获取... 考虑配电网的复杂多变性,提出了一种基于极限梯度提升(XGBoost)和泛化特征优选的故障方向判别方法,以数量最少且能适应不同场景变化的最优泛化特征作为输入,提升故障方向判别模型的准确率和泛化能力。考虑到实际应用中电流信号的易获取性,以归一化三相暂态电流突变量波形级联构造特征波形,提取6类26个特征量构建候选特征集;利用多场景精细化仿真数据集拟合各特征类间概率分布,基于Hellinger距离稳健引导和互补排序,以模型准确率达到稳定的最少特征数为准则确定最优泛化特征子集。与不同分类算法的对比分析结果验证了所提方法有效性,特征优选后仅需输入4个特征即可达到较高的判别准确率。同时,经高阻接地故障识别能力分析、噪声模拟测试和实测故障录波数据验证,所提方法的准确率可达99%以上,表明所提方法具有较好的泛化性和鲁棒性。 展开更多
关键词 小电流接地故障 故障方向 故障特征 故障分析 XGBoost模型
在线阅读 下载PDF
计及电网参数不平衡的灵活接地系统高阻接地故障选线方法 被引量:3
20
作者 李晓波 张世乐 +3 位作者 谢剑锋 彭超红 刘栩鹏 梁睿 《电力系统保护与控制》 北大核心 2025年第5期59-68,共10页
灵活接地系统采用的零序过电流保护存在耐过渡电阻能力低的问题,并且现有的选线方法对互感器精度要求较高,也未考虑电网参数不平衡对判据的影响,存在保护误判的风险。针对上述问题,首先在计及电网参数不平衡条件下,探究了并联小电阻投... 灵活接地系统采用的零序过电流保护存在耐过渡电阻能力低的问题,并且现有的选线方法对互感器精度要求较高,也未考虑电网参数不平衡对判据的影响,存在保护误判的风险。针对上述问题,首先在计及电网参数不平衡条件下,探究了并联小电阻投入前后各电气信号变化量与线路对地参数、不平衡电流的关系。研究发现健全线路零序电流变化量与零序电压变化量之比等于该线路对地导纳,故障线路的零序电流变化量与零序电压变化量之比则为线路对地导纳与接地导纳的总和。在此基础上,提出了一种适用于灵活接地系统单相高阻接地故障的选线方法。该方法不受电网参数不平衡与零序CT极性反接影响,能够有效降低保护对互感器精度的要求。此外,该方法还可利用故障信息实现电网参数不平衡条件下对过渡电阻及单条线路对地导纳的测量。最后,在搭建的仿真电路中验证了所述方法的正确性和有效性。 展开更多
关键词 灵活接地系统 电网参数不平衡 零序电压变化量 零序电流变化量 高阻接地故障
在线阅读 下载PDF
上一页 1 2 158 下一页 到第
使用帮助 返回顶部