首页|基于PLS等价权回归的系统谐波阻抗计算

基于PLS等价权回归的系统谐波阻抗计算

System harmonic impedance calculation based on partial least squares equivalent weight regression

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为了降低电压、电流信号中奇异值对回归结果的影响,准确划分系统及用户各自的谐波责任,提出一种基于PLS(偏最小二乘法)等价权回归的系统谐波阻抗计算方法.利用公共连接点的谐波电压和谐波电流数据,得到含有待求量信息的回归方程,用PLS求解回归系数,回归系数对应系统侧谐波阻抗及谐波电压.将回归系数作为等价权迭代初值,再依据等价权迭代计算结果,最终推导出用户谐波发射水平.该方法克服了以最小二乘解作为迭代初值计算方法的缺点,提高了用户谐波发射水平计算精度,通过算例仿真分析验证了所提方法的准确性.
To mitigate the impact of singular values in voltage and current signals on regression results and achieve a more accurate delineation of harmonic responsibilities for both the system and users,this paper proposes a method for calculating system harmonic impedance based on partial least squares(PLS)equivalent weight regression.Utiliz-ing harmonic voltage and current data from common connection points,the paper formulates a regression equation containing the sought-after parameters.The PLS is then employed to determine regression coefficients,which corre-spond to the harmonic impedance and harmonic voltage on the system side.These coefficients are used as initial val-ues for iterative equivalent weight calculations.Then,the user's harmonic emission level is deduced based on the it-erative results.This approach overcomes the drawbacks of using the least squares solution as an initial value for it-erative calculations,enhancing the precision of user's harmonic emission level calculations.The accuracy of the proposed method is validated through simulation analysis in case studies.

PLSharmonic impedanceharmonic emission levelequivalent weight regression

钱永亮、唐明淑、陈波、郭成、冯跃

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云南电网有限责任公司文山供电局,云南 文山 663099

昆明理工大学 电力工程学院,昆明 650500

偏最小二乘法 谐波阻抗 谐波发射水平 等价权回归

云南电网有限责任公司科技项目

YNKJXM20220071

2024

浙江电力
浙江省电力学会 浙江省电力试验研究院

浙江电力

CSTPCD
影响因子:0.438
ISSN:1007-1881
年,卷(期):2024.43(1)
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