您好,欢迎来到中国测试科技资讯平台!

首页> 《中国测试》期刊 >本期导读>一种基于PCHI-LMD的暂态电能质量扰动检测方法

一种基于PCHI-LMD的暂态电能质量扰动检测方法

2721    2017-12-04

免费

全文售价

作者:庞春梅1, 任颖2, 白艳兵1

作者单位:1. 山西省冶金设计院, 山西 太原 030001;
2. 国网晋中供电公司, 山西 晋中 030600


关键词:局部均值分解;分段三次Hermite插值;过包络;欠包络;暂态电能质量扰动检测


摘要:

为克服将已有局部均值分解(local mean decomposition,LMD)方法用于暂态电能质量扰动信号检测时存在的不足,提出一种基于分段三次Hermite插值(piecewise cubic Hermite interpolation,PCHI)的LMD暂态电能质量扰动检测方法。首先,利用PCHI方法获取信号的局部均值函数和包络估计函数;然后,按照LMD方法的原步骤计算信号的乘积函数(product function,PF);最后,由PF分量的调幅函数求得信号的瞬时幅值,并采用Hilbert变换处理PF分量得到信号的瞬时频率。该方法能够准确定位扰动时刻,并且克服基于三次样条插值的LMD方法存在的过包络和欠包络问题,仿真信号分析结果验证该方法的有效性。


A method of transient power quality disturbance detection based on PCHI-LMD

PANG Chunmei1, REN Ying2, BAI Yanbing1

1. Shanxi Province Metallurgical Design Institute, Taiyuan 030001, China;
2. State Grid Jinzhong Power Supply Company, Jinzhong 030600, China

Abstract: In order to overcome the shortcomings of the existing local mean decomposition(LMD) method for transient power quality disturbance signal detection, a transient power quality disturbance detection method combined piecewise cubic Hermite interpolation(PCHI) with LMD is proposed. Firstly, the local mean function and the envelope estimation function of the signal are obtained by PCHI method. Then, the product function(PF) of the signal are calculated according to the original steps of the LMD method. Finally, the instantaneous amplitude of the signal is obtained based on the amplitude modulation function of the PF component, and its instantaneous frequency is worked out via Hilbert transform of the extracted PF component. The suggested method can precisely locate the disturbance moment and overcome the over-envelope and under-envelope problems of LMD method based on cubic spline interpolation. The simulation signal analysis results certify the availability of the proposed method.

Keywords: local mean decomposition;piecewise cubic Hermite interpolation;over-envelope;under-envelope;transient power quality disturbance detection

2017, 43(11): 112-116  收稿日期: 2017-05-23;收到修改稿日期: 2017-07-19

基金项目: 

作者简介: 庞春梅(1965-),女,山西太原市人,高级工程师,研究方向为热能动力。

参考文献

[1] SANTOSO S, POWERS E J, GRADY W M, et al. Power quality assessment via wavelet transform analysis[J]. IEEE Transactions Power Delivery,1996,11(2):924-930.
[2] ANGRISANI L, DAPONTE P, APUZZO M D. A measurement method based on wavelet transform for power quality analysis[J]. IEEE Transactions Power Delivery,1998,13(4):990-998.
[3] LEE I C, DASH P K. S-transform-based intelligent system for classification of power quality disturbance signals[J]. IEEE Transactions on Industrial Electronics,2003,50(4):800-805.
[4] 徐方维,杨洪耕,叶茂清,等. 基于改进S变换的电能质量扰动分类[J]. 中国电机工程学报,2012,32(4):77-84.
[5] 李天云,赵妍,李楠,等. 基于HHT的电能质量检测新方法[J]. 中国电机工程学报,2005,25(17):52-56.
[6] 李天云,赵妍,韩永强,等. Hilbert-Huang变换方法在谐波和电压闪变检测中的应用[J]. 电网技术,2005,29(2):73-77.
[7] 宋海军,黄传金,刘宏超,等. 基于改进LMD的电能质量扰动检测新方法[J]. 中国电机工程学报,2014,34(10):1700-1708.
[8] 杜培伟,黄纯,王美,等. 基于改进LMD的谐波扰动检测新方法[J]. 电力系统及其自动化学报,2016,28(8):74-78.
[9] BOUALEM B. Estimating and interpreting the instantaneous frequency of a signal-part 1:Fundamentals[J]. Proceedings of the IEEE,1992,80(4):520-538.
[10] WANG Y, HE Z, XIANG J, et al. Application of local mean decomposition to the surveillance and diagnostics of low-speed helical gearbox[J]. Mechanism & Machine Theory,2012,47(1):62-73.
[11] FENG Z, ZUO M J, QU J, et al. Joint amplitude and frequency demodulation analysis based on local mean decomposition for fault diagnosis of planetary gearboxes[J]. Mechanical Systems & Signal Processing,2013,40(1):56-75.
[12] 胡劲松,杨世锡,任达千. 基于样条的振动信号局域均值分解方法[J]. 数据采集与处理,2009,24(1):82-86.
[13] 邓林峰,赵荣珍,靳伍银. 基于改进LMD方法的故障转子振动分析[J]. 振动、测试与诊断,2015,35(4):702-708.
[14] 时培明,王敬,温江涛,等. 基于包络线算法改进EMD的旋转机械故障诊断方法研究[J]. 计量学报,2016,37(1):62-66.
[15] 刘美容,曾黎,何怡刚,等. 基于LMD多尺度熵和极限学习机的模拟电路故障诊断[J]. 电子测量与仪器学报,2017, 31(4):530-536.
[16] 李会龙,崔宝珍,马恺,等. 改进LMD分解和RBF神经网络的柴油机故障诊断研究[J]. 中国测试,2016,42(3):103-108.
[17] CHENG J, YANG Y, YANG Y. A rotating machinery fault diagnosis method based on local mean decomposition[J].Digital Signal Processing,2012,22(2):356-366.