基于角度步长搜索的同源波形比对方法及其应用A homologous waveform comparison method based on angular step search and its application
龚啸,赵国勇,吕航,王风光,丁杰,徐泽
GONG Xiao,ZHAO Guoyong,LYU Hang,WANG Fengguang,DING Jie,XU Ze
摘要(Abstract):
针对继电保护设备模拟量采集中存在的隐患,提出一种可自动识别模拟量异常的基于角度步长搜索的同源波形比对方法。首先,采用三阶拉格朗日插值算法对同源的不同采样率波形进行采样率一致性处理。其次,选择基准波形及待对齐模拟量通道,通过零时刻的绝对时间进行波形初步对齐,再以采样值差的绝对值作为波形对齐判据,利用角度步长搜索的对齐方法完成波形对齐。接着,通过波形相量差结合采样值差对波形模拟量通道进行比对,识别出异常通道。进一步,搭建同源比对功能架构,将该方法应用于实际工程中。最后,算例结果表明,该方法在频率偏移工况下亦可实现波形对齐并识别出异常模拟量通道,具有工程应用价值。
To address potential risks in analog signal acquisition by relay protection equipment, this paper proposes a homologous waveform comparison method based on angular step search for automatically identifying anomalies in analog signals. First, the third-order Lagrange interpolation algorithm is employed to unify the sampling rates of waveforms with different source rates. Next, a reference waveform and the analog signal channel to be aligned are selected. Preliminary alignment of waveforms is achieved using the absolute time at the zero point, followed by fine alignment using the absolute value of the sampling value difference as the criterion, implemented via an angular step search method. Subsequently, anomalies in the analog signal channel are identified by comparing waveform phasor differences combined with sampling value differences. Furthermore, a homologous waveform comparison framework is developed, and the method is applied in practical engineering scenarios. Finally, case study results demonstrate that the proposed method achieves waveform alignment and identifies anomalous analog channels even under frequency offset conditions, proving its value for engineering applications.
关键词(KeyWords):
同源波形比对;拉格朗日插值;波形对齐;角度步长;相量差
homologous waveform comparison;Lagrange interpolation;waveform alignment;angular step;phasor difference
基金项目(Foundation): 国家重点研发计划(2021YFB2401004)
作者(Author):
龚啸,赵国勇,吕航,王风光,丁杰,徐泽
GONG Xiao,ZHAO Guoyong,LYU Hang,WANG Fengguang,DING Jie,XU Ze
DOI: 10.19585/j.zjdl.202503003
参考文献(References):
- [1]李祖明,孙仲民,顾乔根,等.基于继电保护装置态势感知及辅助决策的智能运维系统[J].电力系统保护与控制,2020,48(19):142-150.LI Zuming,SUN Zhongmin,GU Qiaogen,et al.Smart operation and maintenance system based on situational awareness and assistant decision-making of relay protection devices[J]. Power System Protection and Control,2020,48(19):142-150.
- [2]裘愉涛,周震宇,杨剑友,等.继电保护远程运维技术研究与应用[J].电力系统保护与控制,2018,46(18):17-24.QIU Yutao,ZHOU Zhenyu,YANG Jianyou,et al. Research and application of remote operation and maintenance technology of relay protection[J]. Power System Protection and Control,2018,46(18):17-24.
- [3]叶远波,孙月琴,黄太贵,等.智能变电站继电保护二次回路在线监测与故障诊断技术[J].电力系统保护与控制,2016,44(20):148-153.YE Yuanbo,SUN Yueqin,HUANG Taigui,et al.Online state detection and fault diagnosis technology of relay protection secondary circuits in smart substation[J]. Power System Protection and Control,2016,44(20):148-153.
- [4]洪嘉炜,杨剑友,奚洪磊,等.基于移动互联的变电站故障录波及报文分析装置研究[J].电力系统保护与控制,2020,48(1):157-163.HONG Jiawei,YANG Jianyou,XI Honglei,et al. Research on fault recording and message analysis device based on mobile Internet[J].Power System Protection and Control,2020,48(1):157-163.
- [5]王海港,黄太贵,孙月琴,等.多变电站故障录波数据同步自动化方法与实现[J].电力系统保护与控制,2015,43(1):102-107.WANG Haigang,HUANG Taigui,SUN Yueqin,et al.Auto synchronization method and its implementation of fault recorder data from multi-substations[J].Power System Protection and Control,2015,43(1):102-107.
- [6]叶昌荣,冯树海,徐鹏,等.基于故障录波数据同步技术的输电线路参数辨识方法[J].电力系统保护与控制,2018,46(23):156-161.YE Changrong,FENG Shuhai,XU Peng,et al.Transmission line parameter identification method based on fault recorder data synchronization technology[J].Power System Protection and Control,2018,46(23):156-161.
- [7]陈水耀,胡晨,马伟,等.基于故障信息的风机并网系统暂态稳定分析方法[J].浙江电力,2023,42(9):89-98.CHEN Shuiyao,HU Chen,MA Wei,et al. A Transient stability analysis method for power systems with wind turbines integrated based on fault information[J]. Zhejiang Electric Power,2023,42(9):89-98.
- [8]江晓亮,付国新,王正.一种多个异步采样的暂态同源录波文件分析方法[J].电工技术,2023(6):94-96.JIANG Xiaoliang,FU Guoxin,WANG Zheng. Analysis method of multiple asynchron sample transient homology waves[J].Electric Engineering,2023(6):94-96.
- [9]戴志辉,张富泽,杨鑫,等.基于FDTW算法的故障录波数据智能比对方法[J].电力系统保护与控制,2023,51(23):82-91.DAI Zhihui,ZHANG Fuze,YANG Xin,et al.Intelligent comparison method for fault record waveform data based on the FDTW algorithm[J].Power System Protection and Control,2023,51(23):82-91.
- [10]国家能源局.电力系统动态记录装置通用技术条件:DL/T 553—2013[S].北京:中国电力出版社,2014.
- [11]蔡超,陆于平,黄涛,等.基于插值和时标变换的智能变电站保护数据重采样算法[J].电力系统自动化,2013,37(19):80-85.CAI Chao,LU Yuping,HUANG Tao,et al.Re-sampling algorithm for smart substation protection data based on interpolation and time scale transformation[J]. Automation of Electric Power Systems,2013,37(19):80-85.
- [12]向珉江,高厚磊,安艳秋,等.一种提高数据同步精度的自适应插值算法[J].电力系统自动化,2012,36(8):77-81.XIANG Minjiang,GAO Houlei,AN Yanqiu,et al. An adaptive interpolation algorithm to improve data synchronization precision[J]. Automation of Electric Power Systems,2012,36(8):77-81.
- [13]国家电网公司.电力系统时间同步及监测技术规范:Q/GDW 11539—2024[S].北京:中国电力出版社,2016.
- [14]郑明忠,彭志强,卜强生,等.基于统一信息模型的时间同步在线监测技术[J].电力系统保护与控制,2020,48(15):149-155.ZHENG Mingzhong,PENG Zhiqiang,BU Qiangsheng,et al. Time synchronization online monitoring technology based on a unified information mode[J]. Power System Protection and Control,2020,48(15):149-155.
- [15]张保会,尹项根.电力系统继电保护[M].北京:中国电力出版社,2022.
- [16]刘玮,屠卿瑞,郭明宇,等.基于差值有效值的智能录波器暂态同源比对算法研究[J].电力系统保护与控制,2021,49(16):97-103.LIU Wei,TU Qingrui,GUO Mingyu,et al.An algorithm of an intelligent recorder transient homology comparison based on the effective value of the difference[J]. Power System Protection and Control,2021,49(16):97-103.
- 同源波形比对
- 拉格朗日插值
- 波形对齐
- 角度步长
- 相量差
homologous waveform comparison - Lagrange interpolation
- waveform alignment
- angular step
- phasor difference