WU JUN, MAO NANPING, WANG HANGYA, et al. Harmonic Impedance Calculation Method of System Based on Complex Linear Regression of Fluctuation and Correlation. [J]. Power capacitor & reactive power compensation, 2021, 42(1): 114-119.
WU JUN, MAO NANPING, WANG HANGYA, et al. Harmonic Impedance Calculation Method of System Based on Complex Linear Regression of Fluctuation and Correlation. [J]. Power capacitor & reactive power compensation, 2021, 42(1): 114-119. DOI: 10.14044/j.1674-1757.pcrpc.2021.01.019.
基于波动和相关性复线性回归的系统谐波阻抗计算方法
摘要
系统背景谐波波动致系统谐波阻抗难以准确计算
本文基于主导波动、线性度、谐波阻抗不突变特性提出3种数据筛选准则消除背景谐波影响。本文将公共点(point of common coupling
PCC)处电流数据进行分段
由每段数据中电流的方差判断数据波动程度
依据波动程度的不同将数据分成3类。其中的第1类数据判断其电压电流的线性程度
满足线性阀值的数据被认定为存在聚类特性
用复线性最小二乘法计算该类数据的系统谐波阻抗
计算结果按时间排列后进行相互对比
由此判断其差异程度并剔除其中的异常值。所提方法与其他数据筛选方法进行了对比分析
仿真和实际案例结果表明相比于其他方法
本文方法更准确。
Abstract
It is difficult to accurately calculate the harmonic impedance of the system due to background harmonic fluctuations. In this paper
three types of data filtering criteria to eliminate the influence of background harmonics are proposed based on the dominant fluctuation
linearity
and harmonic impedance non-mutation characteristics. The current data at the point of common coupling(PCC)is segmented
the data fluctuation extent is judged by the current variance in each segmentation of data and the data is
in accordance with the different fluctuation extent
is divided into three categories. The first type of the data judges the linearity of its voltage and current and the data meeting the linear threshold is considered to have the clustering feature. The harmonic impedance of the system of this type of data is calculated by the use of complex least square method. The calculation result is compared each other in chronological order
thereby judging its difference extent and taking out the difference. The proposed method and the data filtering method are compared and analyzed. It is shown by the simulation and actual case that the method in this paper is more accurate over the other methods.
关键词
波动程度线性程度不突变系统谐波阻抗复线性回归
Keywords
fluctuation extentlinearityno mutationharmonic impedance of systemcomplex linear regression