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基于直线检测算法和模态时间差的多分支配电网故障定位
刘艳坤, 常仲学, 孙勇卫, 王德龙, 黄心月, 吉兴全, 张玉敏
电力建设 ›› 2025, Vol. 46 ›› Issue (11) : 110-120.
PDF(1923 KB)
PDF(1923 KB)
基于直线检测算法和模态时间差的多分支配电网故障定位
Multi-branch Fault Location in Distribution Networks Based on the Line Segment Detector Algorithm and Modal Time Differences
【目的】 针对现有多分支配电网故障定位中波头标定可靠性不高和经济性差的问题,提出一种基于直线检测(line segment detector, LSD)算法和模态时间差的多分支配电网故障定位方法。【方法】 首先,考虑到行波抵达母线时,初始故障波头呈现陡斜直线特征,为捕获该特征,将零模、线模行波转换为图像,利用LSD算法识别图像中亚像素级的陡斜直线段,进而实现故障行波波头的精确标定。其次,根据零模、线模行波在短距离配电网线路上传输速度不同的特点,仅需要通过测量主干线路两端初始行波波头的模态时间差,即可在分支线路未配置测量装置的前提下,实现对复杂多分支线路的故障定位,从而显著降低故障定位成本。最后,在MATLAB/Simulink中搭建多分支配电网模型进行仿真分析。【结果】 与传统故障定位方法进行对比,结果表明,所提方法平均误差约为6 m,误差降低约80%,并且在10 dB的强噪声条件下,仍能准确识别波头。【结论】 仿真结果表明所提定位方法可靠性高、经济性好、准确度高。
[Objective] To address the challenges of low reliability and high cost of fault location in multibranch distribution networks using wavefront detection, this study proposes a novel fault location method based on the line segment detector (LSD) algorithm and modal time differences.[Methods] First, considering that the initial fault wavefront exhibited steep linear characteristics when reaching the busbar, the method converted zero- and line-mode traveling waves into images. Using the LSD algorithm, the sub-pixel-level steep line segments in the images were identified to achieve precise wavefront detection. Next, by leveraging the difference in the propagation speeds of the zero- and line-mode traveling waves over short distribution lines, the fault location was determined solely by measuring the modal time difference of the initial traveling wavefronts at both ends of the main feeder. This approach eliminated the need for measurement devices on branch lines, significantly reducing the cost of fault location. Finally, a multibranch distribution network model was developed using MATLAB/Simulink.[Results] Compared with traditional fault location methods, the proposed method achieved an average error of approximately 6 m, representing an error reduction of approximately 80%. Furthermore, it exhibited accurate wavefront identification even under strong noise conditions of 10 dB.[Conclusions] Simulation results demonstrated that the proposed method achieved high reliability, cost efficiency, and accuracy in fault location.
distribution network / multibranch line / wave head calibration / fault location
| [1] |
张莲, 张尚德, 贾浩, 等. 基于改进鲸鱼算法的配电网故障区段定位[J]. 浙江电力, 2022, 41(12): 63-70.
|
| [2] |
吉兴全, 陈金硕, 张玉敏, 等. 基于CNN-SVM的配电网故障分类研究[J]. 智慧电力, 2022, 50(1): 94-100.
|
| [3] |
张玉敏, 孙鹏凯, 孟祥剑, 等. 基于碳势-能源价格双响应的综合能源系统低碳经济调度[J]. 电力系统自动化, 2024, 48(9): 21-33.
|
| [4] |
|
| [5] |
|
| [6] |
|
| [7] |
吉兴全, 张朔, 张玉敏, 等. 基于IELM算法的配电网故障区段定位[J]. 电力系统自动化, 2021, 45(22): 157-166.
|
| [8] |
尚博阳, 罗国敏, 茹嘉昕, 等. 基于有限量测信息的多分支配电线路故障定位方法[J]. 高电压技术, 2023, 49(6): 2308-2319.
|
| [9] |
|
| [10] |
|
| [11] |
夏向阳, 刘奕玹, 刘雄, 等. 基于S变换模能量分析的直流电缆故障测距[J]. 高压电器, 2024, 60(7): 201-209.
|
| [12] |
戴志辉, 王旭. 基于改进阻抗法的有源配电网故障测距算法[J]. 电网技术, 2017, 41(6): 2027-2034.
|
| [13] |
王旭强, 杨青, 张耀, 等. 基于多源信息融合的配电网故障选线新方法[J]. 智慧电力, 2019, 47(9): 97-103.
|
| [14] |
郭威, 史运涛. 基于空间域图像生成和混合卷积神经网络的配电网故障选线方法[J]. 电网技术, 2024, 48(3): 1311-1328.
|
| [15] |
李思远, 国力, 许志元, 等. 基于多源报警信息贝叶斯网络与关联离散系数的配电网故障台区定位方法[J]. 山东电力技术, 2024, 51(3): 45-54.
|
| [16] |
蒋原, 李擎, 冯茜, 等. 基于BP神经网络的直流电网故障定位与保护方法[J]. 高压电器, 2020, 56(8): 23-28.
|
| [17] |
|
| [18] |
刘科研, 叶学顺, 李昭, 等. 基于多分辨率小波变换的配电网高阻接地故障检测方法[J]. 高电压技术, 2023, 49(10): 4247-4256.
|
| [19] |
白星振, 宋昭杉, 葛磊蛟, 等. 含分布式电源的复杂配电网相间故障定位等效解耦模型[J]. 电力建设, 2022, 43(2): 45-53.
分布式电源规模化接入,使配电网拓扑结构和组成元素越来越复杂,传统矩阵算法由于馈线开关处故障电流方向难以确定已不再适用于配电网相间故障定位。为有效将复杂配电网的拓扑结构简化,基于深度优先原则对配电网进行解耦,使其变成由若干个树干状结构组成的网络;针对复杂配电网故障定位矩阵算法计算量大、步骤复杂的难题,提出了一种新的复杂配电网故障定位矩阵算法,与传统矩阵算法相比,该方法对配电网T型区段及末梢区段故障的定位更加精确。最后,通过典型园区配电网模型与改进的 IEEE 33系统案例,验证了所提方法既能实现配电网的故障定位,又能简化复杂配电网结构,与以往的行波法相比,文章提出的方法缩短了定位时间,具有较好的工程应用价值。
Since distributed power supply is connected to distribution networks on a large scale, its topology and components are becoming more and more complex. As the direction of fault current at feeder switches is difficult to determine, a new matrix algorithm for equivalent decoupling fault location in complex distribution networks is proposed in this paper. In order to simplify the topology of complex distribution network effectively, the distribution network is decoupled according to the principle of depth priority to make it a network composed of tree trunks. A new fault-location matrix algorithm for complex distribution network is presented to solve the problem of large computation and complex steps in fault-location matrix algorithm for complex distribution network. Compared with traditional matrix algorithm, this method is more accurate for T-section and terminal section of power network fault location. Finally, through the typical park distribution network model and the improved IEEE 33-node system case, the method proposed in this paper can not only locate the faults in the distribution network, but also simplify the complex distribution network structure. Compared with the traveling wave method, the proposed method shortens the locating time and has better application value. |
| [20] |
骆玮, 王恒, 王磊, 等. 基于设备信息交互的小电流接地故障定位[J]. 电力系统保护与控制, 2019, 47(4): 73-82.
|
| [21] |
邓丰, 李欣然, 曾祥君, 等. 基于多端故障行波时差的含分布式电源配电网故障定位新方法[J]. 中国电机工程学报, 2018, 38(15): 4399-4409, 4640.
|
| [22] |
刘晓琴, 王大志, 江雪晨, 等. 利用行波到达时差关系的配电网故障定位算法[J]. 中国电机工程学报, 2017, 37(14): 4109-4115, 4290.
|
| [23] |
白浩, 钟振鑫, 李巍, 等. 基于CEEMD和NTEO的故障行波定位方法[J]. 电力系统保护与控制, 2022, 50(20): 50-59.
|
| [24] |
戴锋, 王政, 程孟晗, 等. 考虑短线路折反射的配电网故障定位研究[J]. 电力系统保护与控制, 2020, 48(16): 122-130.
|
| [25] |
张广斌, 王开福, 束洪春, 等. 基于波形群灵敏角特征的输电线路故障单端行波辨识与测距[J]. 中国电机工程学报, 2024, 44(10): 3789-3804.
|
| [26] |
张广斌, 束洪春, 于继来. 基于Hough变换直线检测的行波波头标定[J]. 中国电机工程学报, 2013, 33(19): 165-173, 6.
|
| [27] |
|
| [28] |
邓丰, 徐帆, 冯思旭, 等. 基于行波全波形能量分布特征的高阻接地故障检测方法[J]. 中国电机工程学报, 2022, 42(22): 8177-8190.
|
| [29] |
张永东, 陶伟叶, 常欣丽, 等. 基于数学形态学与希尔伯特-黄变换的线路故障测距方法研究[J]. 山东电力技术, 2024, 51(12): 78-83, 91.
|
| [30] |
王成斌, 贠志皓, 张恒旭, 等. 基于微型PMU的配电网多分支架空线路参数无关故障定位算法[J]. 电网技术, 2019, 43(9): 3202-3211.
|
| [31] |
李练兵, 孙腾达, 曾四鸣, 等. 基于多端行波时差的配电网故障定位方法[J]. 电力系统保护与控制, 2022, 50(3): 140-147.
|
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