Fuzzy linear regression for measurement of harmonic components in a power system

被引:10
作者
Soliman, SA [1 ]
Helal, I [1 ]
Al-Kandari, AM [1 ]
机构
[1] Ain Shams Univ, Elect Power & Machines Dept, Cairo, Egypt
关键词
power system harmonics; fuzzy linear regression; measurements of harmonics;
D O I
10.1016/S0378-7796(98)00101-1
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The paper presents a new approach for the measurement of power system harmonic components and is based on fuzzy linear regression. In this approach, the non-sinusoidal voltage or current waveform is written as a linear function. The coefficients of this function are assumed to be fuzzy numbers having a certain middle and spread value. The problem is formulated as a linear optimization problem, where the objective is to minimize the spread of voltage or current samples. Effects of critical parameters on the proposed algorithm are studied in the text. The proposed approach is tested using several numerical tests, which form the basis to our conclusions at the end of the paper. (C) 1999 Elsevier Science S.A. All rights reserved.
引用
收藏
页码:99 / 105
页数:7
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