Assessing Harmonic Impedance and the Harmonic Emission Level Based on Partial Ridge Estimate

doi:10.11930/j.issn.10.11930.2015.4.137

Abstract

Abstract: A new method for assessing harmonic impedance is presented based on partial ridge regression. This method improves estimation accuracy of harmonic impedance. Using equivalent circuit consisted of both system side and customer side, harmonic voltage and current can be measured synchronously at public connection(PCC). Regression coefficients is deduced through regression equation and ridge parameter is calculated by ridge trail method. The proposed method generates smaller estimation error and overcomes estimation problem resulted from generalized ridge estimation method. Simulation results proved that proposed method is useful to analyze harmonic impedance.

Key words: harmonic, partial ridge regression, regression coefficient, harmonic impedance

CLC Number:

TM714

CUI Yangliu, MA Hongzhong, TANG Yiming, GONG Jiewei, WANG Taoyun. Assessing Harmonic Impedance and the Harmonic Emission Level Based on Partial Ridge Estimate[J]. Electric Power, 2015, 48(4): 137-140.

Add to citation manager EndNote|Ris|BibTeX

URL: https://www.electricpower.com.cn/EN/10.11930/j.issn.10.11930.2015.4.137

https://www.electricpower.com.cn/EN/Y2015/V48/I4/137

References

[1] 肖湘宁，徐永海．电力系统谐波及其综合治理[J]．中国电力，1998，31（4）：59－61．
XIAO Xiangning, XU Yonghai． Problems and comprehensive control of power system harmonic [J]． Electric Power, 1998, 31(4): 59-61．
[2] 林海雪．国际电工委员会谐波标准简介[J]．中国电力，1998，31（10）：55－59．
LIN Haixue． A brief introduction to IEC harmonic standard[J]．Electric Power, 1998, 31(10): 55-59．
[3] 池源，唐文左，刘国平，等．基于频域滤波的间谐波在线检测算法[J]．中国电力，2014，47（4）：86－91．
CHI Yuan, TANG Wenzuo, LIU Guoping, et al． On-line detection algorithm for inter harmonics based on spectrum domain filtering[J]． Electric Power, 2014, 47(4): 86-91．
[4] 贺春，周胜军，冯满盈．基于遗传算法的高次谐波治理[J]．中国电力，2011，44（2）：14－17．
HE Chun, ZHOU Shengjun, FENG Manying． High order harmonic suppression based on genetic algorithm[J]． Electric Power, 2011,44(2): 14-17．
[5] 黄舜，徐永海．基于偏最小二乘回归的系统谐波阻抗与谐波发射水平的评估方法[J]．中国电机工程学报，2007，27（1）：93－97．
HUANG Shun, XU Yonghai． Assessing harmonic impedance and the harmonic emission level based on partial least-squares regression method [J]． Proceedings of the CSEE, 2007, 27(1): 93-97．
[6] 张巍，杨洪耕．基于二元线性回归的谐波发射水平估计方法[J]．中国电机工程学报，2004，24（6）：50－54．
ZHANG Wei, YANG Honggeng． A method for assessing harmonic emission level based of binary linear regression [J]． Proceedings of the CSEE, 2004, 24(6): 50-54．
[7] 车权，杨洪耕．基于稳健回归的谐波发射水平估计方法[J]．中国电机工程学报，2004，24（4）：39－44．
CHE Quan, YANG Honggeng． Assessing harmonic emission level based on robust regression method[J]． Proceedings of the CSEE,2004, 24(4): 39-44．
[8] 李丽，马宏忠，姜宁，等．基于改进偏最小二乘法的系统谐波阻抗及谐波发射水平估算[J]．电力系统保护与控制，2011，39（1）：92－95．
LI Li, MA Hongzhong, JIANG Ning, et al． Assessing harmonic impedance and the harmonic emission level based on improved partial least-squares regression method [J]． Power System Protection and Control, 2011, 39(1): 92-95．
[9] 杨景，阳一雄，许欢欢，等．基于广义岭回归的谐波阻抗分析与谐波评估法[J]．电力学报，2012，27（2）：99－102．
YANG Jing, YANG Yixiong, XU Huanhuan, et al． The harmonic impedance analysis and assessment method based on the generalized ridge regression [J]． Journal of Electric Power, 2012,27(2): 99-102．
[10] 牛胜锁，梁志瑞，张建华，等．基于广义岭估计的电力系统谐波状态估计[J]．电力自动化设备，2012，32（7）：94－98．
NIU Shengsuo, LIANG Zhirui, ZHANG Jianhua, et al． Power system harmonic state estimation based on generalized ridge estimation [J]． Electric Power Automation Equipment, 2012, 32(7): 94-98．
[11] 游扬声，王新洲，刘星．广义岭估计的直接解法[J]．武汉大学学报，2002，27（2）：175－178．
YOU Yangsheng, WANG Xinzhou, LIU Xing． Direct solution to generalized ridge estimate[J]． Geomatics and Information Science of Wuhan University, 2002, 27(2): 175-178．
[12] 彭朝阳，李小明．复共线性条件下广义岭估计的改进[J]．长春大学学报，2007，17（1）：10－14．
PENG Chaoyang, LI Xiaoming． Research on improvement of generalized ridge estimation in multicollinearity condition[J]．Journal of Changchun University, 2007, 17(1): 10-14．
[13] 薛美玉，梁飞豹．广义岭估计参数的迭代算法[J]．福州大学学报，2002，30（2）：167－171．
XUE Meiyu, LIANG Feibao． Iteration algorithm of extended ridge estimate parameters[J]． Journal of Fuzhou University: Natural Science, 2002, 30(2): 167-171．
[14] HOERL A E, KENNARD R W． Ridge Regression: Biased estimation for nonorthogonal problems [J]． Techometrics, 1970, 42(12): 69-82．
[15] 李明奇，吴旭．回归系数的部分岭估计[J]．河南理工大学学报，2011，30（6）：749－752．
LI Mingqi, WU Xu． Partial ridge estimate of regression coefficients[J]． Journal of Henan Polytechnic University：Natural Science, 2011, 30(6): 749-752．
[16] 严羿鹏，杨虎．广义岭型估计岭参数的确定方法[J]．重庆大学学报：自然科学版，2007，30（12）：98－102．
YAN Yipeng, YANG Hu． The method to determine the ridge parameter in generalized ridge-type estimator[J]． Journal of Chongqing University: Natural Science Edition, 2007, 30(12): 98-102．
[17] 刘雁雨，李建伟，刘晓刚．部分岭估计的岭参数确定方法[J]．测绘科学技术学报，2007，24（6）：413－414．
LIU Yanyu, LI Jianwei, LIU Xiaogang． Determination of the partial ridge parameters[J]． Journal of Zhengzhou Institute of Surveying and Mapping, 2007, 24(6): 413-414．