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1.新能源电力系统国家重点实验室(华北电力大学),河北省保定市 071000
2.国网新源张家口风光储示范电站有限公司,河北省张家口市 075099
3.国网河北省电力有限公司保定供电分公司,河北省保定市 071000
李建文(1983—),女,通信作者,博士,讲师,主要研究方向:配电网电能质量分析与控制、光伏并网技术。E-mail:ljw_ncepu@163.com
吴滨源(1998—),男,硕士研究生,主要研究方向:配电网电能质量分析与控制、光伏并网技术。E-mail:wby_ncepu@163.com
李永刚(1967—),男,博士,教授,博士生导师,主要研究方向:新能源电力系统、大型电机故障诊断。E-mail:lygzxm0@163.com
收稿日期:2020-03-28,
修回日期:2020-06-15,
网络出版日期:2020-07-29,
纸质出版日期:2020-09-25
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李建文,吴滨源,李永刚等.分析谐波劣化机理的逆变器灰箱宽频域矩阵模型及求解方法[J].电力系统自动化,2020,44(18):155-163.
LI Jianwen,WU Binyuan,LI Yonggang,et al.Gray-box Wide Frequency Domain Matrix Model of Inverter for Harmonic Degradation Mechanism Analysis and Its Solution Method[J].Automation of Electric Power Systems,2020,44(18):155-163.
李建文,吴滨源,李永刚等.分析谐波劣化机理的逆变器灰箱宽频域矩阵模型及求解方法[J].电力系统自动化,2020,44(18):155-163. DOI: 10.7500/AEPS20200328001.
LI Jianwen,WU Binyuan,LI Yonggang,et al.Gray-box Wide Frequency Domain Matrix Model of Inverter for Harmonic Degradation Mechanism Analysis and Its Solution Method[J].Automation of Electric Power Systems,2020,44(18):155-163. DOI: 10.7500/AEPS20200328001.
大量参数未知的商用逆变器接入电网,宽频域谐波劣化问题严重,影响自身及其他设备正常运行。基于在线数据和数值分析方法,建立和求解逆变器谐波源和谐波耦合导纳的矩阵模型是解决该问题的关键步骤。文中提出一种灰箱宽频域矩阵模型,并提出基于数值回归拟合的求解方法:首先,利用端口电压、电流频域关系对矩阵模型的具体形式进行推导;然后,将逐步回归算法推广到复数域以求解矩阵模型参数;最后,通过MATLAB/Simulink的逆变器并网仿真系统验证所提模型和算法的有效性。结果表明:所提灰箱宽频域矩阵模型及求解方法可量化逆变器自身谐波源作用、背景谐波电压与并网谐波电流之间的直接耦合及交叉耦合关系,为分析谐波劣化机理提供参考,其精度及求解用时均优于其他模型及其他复数域多元回归算法。
As a large number of commercial inverters with unknown parameters are connected to the power grid
the problem of harmonic degradation in the wide frequency domain is serious
which affects the normal operation of inverters and other equipment. Based on online data and numerical analysis methods
the construction and solving of the matrix model of harmonic source and harmonic coupling admittance for the inverter are the key steps to solve this problem. This paper proposes a gray-box wide frequency domain matrix model and a solution method based on numerical regression fitting. Firstly
the specific form of the matrix model is derived by using the relationship between voltage and current at the port in the frequency domain. Secondly
the stepwise regression algorithm is extended to the complex domain to solve the matrix model parameters. Finally
the validity of the model and algorithm is verified by a grid-connected inverter simulation system in MATLAB/Simulink. The results show that the proposed gray-box wide frequency domain matrix model and its solution method can quantify the effect of the inverter as a harmonic source and the direct coupling and cross-coupling relationships between the background harmonic voltage and the grid-connected harmonic current
while provide a reference for analyzing the mechanism of harmonic degradation. The accuracy and solution time are better than other models and other multiple regression algorithms in the complex domain.
周孝信 , 陈树勇 , 鲁宗相 , 等 . 能源转型中我国新一代电力系统的技术特征 [J]. 中国电机工程学报 , 2018 , 38 ( 7 ): 1893 - 1904 .
ZHOU Xiaoxin , CHEN Shuyong , LU Zongxiang , et al . Technology features of the new generation power system in China [J]. Proceedings of the CSEE , 2018 , 38 ( 7 ): 1893 - 1904 .
肖湘宁 , 廖坤玉 , 唐松浩 , 等 . 配电网电力电子化的发展和超高次谐波新问题 [J]. 电工技术学报 , 2018 , 33 ( 4 ): 707 - 720 .
XIAO Xiangning , LIAO Kunyu , TANG Songhao , et al . Development of power-electronized distribution grids and the new supraharmonics issues [J]. Transactions of China Electrotechnical Society , 2018 , 33 ( 4 ): 707 - 720 .
汪颖 , 罗代军 , 肖先勇 , 等 . 多逆变器并网下的超高次谐振特性分析 [J]. 电力系统自动化 , 2020 , 44 ( 1 ): 192 - 199 .
WANG Ying , LUO Daijun , XIAO Xianyong , et al . Analysis on supraharmonic resonance characteristics with integration of multiple inverters [J]. Automation of Electric Power Systems , 2020 , 44 ( 1 ): 192 - 199 .
PILEGGI D J , CHANDRA N H , EMANUEL A E . Prediction of harmonic voltages in distribution systems [J]. IEEE Transactions on Power Apparatus and Systems , 1981 , PAS-1 00 ( 3 ): 1307 - 1315 .
THUNBERG E , SODER L . A Norton approach to distribution network modeling for harmonic studies [J]. IEEE Transactions on Power Delivery , 1999 , 14 ( 1 ): 272 - 277 .
FAURI M . Harmonic modelling of non-linear load by means of crossed frequency admittance matrix [J]. IEEE Transactions on Power Systems , 1997 , 12 ( 4 ): 1632 - 1638 .
王晋宁 , 王磊 , 韩肖清 , 等 . 基于谐波状态空间建模的变换器交直流谐波耦合特性分析 [J]. 电力系统自动化 , 2020 , 44 ( 4 ): 159 - 167 .
WANG Jinning , WANG Lei , HAN Xiaoqing , et al . Analysis on AC/DC harmonic coupling characteristics of converter based on harmonic state space modeling [J]. Automation of Electric Power Systems , 2020 , 44 ( 4 ): 159 - 167 .
WEN B , BOROYEVICH D , BURGOS R , et al . Analysis of d-q small-signal impedance of grid-tied inverters [J]. IEEE Transactions on Power Electronics , 2015 , 31 ( 1 ): 675 - 687 .
WANG X , BLAABJERG F . Harmonic stability in power electronic based power systems: concept, modeling, and analysis [J]. IEEE Transactions on Smart Grid , 2018 , 10 ( 3 ): 2858 - 2870 .
孙媛媛 , 张凌菡 , 谢香敏 , 等 . 基于谐波耦合主导分量模型的居民负荷集合性谐波评估 [J]. 中国电机工程学报 , 2019 , 39 ( 16 ): 4775 - 4785 .
SUN Yuanyuan , ZHANG Linghan , XIE Xiangmin , et al . The collective harmonic evaluation of residential load based on the harmonic coupling dominant component model [J]. Proceedings of the CSEE , 2019 , 39 ( 16 ): 4775 - 4785 .
葛鑫亮 , 刘有为 . 谐波源通用的非线性单端口网络矩阵模型 [J]. 中国电机工程学报 , 2019 , 39 ( 21 ): 6255 - 6262 .
GE Xinliang , LIU Youwei . Matrix model of nonlinear single-port network for general harmonic sources [J]. Proceedings of the CSEE , 2019 , 39 ( 21 ): 6255 - 6262 .
葛鑫亮 , 刘有为 . 可适应电压波动环境的谐波源频域卷积模型 [J]. 中国电机工程学报 , 2019 , 39 ( 24 ): 7189 - 7198 .
GE Xinliang , LIU Youwei . Frequency domain convolution model of harmonic source adapting to voltage fluctuation environment [J]. Proceedings of the CSEE , 2019 , 39 ( 24 ): 7189 - 7198 .
萧德云 . 系统辨识理论及应用 [M]. 北京 : 清华大学出版社 , 2014 .
XIAO Deyun . Theory of system identification with applications [M]. Beijing : Tsinghua University Press , 2014 .
IEEE recommended practice and requirements for harmonic control in electric power systems: IEEE Std 519—2014 [S]. New York, USA: The Institute of Electrical and Electronics, Inc., 2014.
谢宁 , 罗安 , 马伏军 , 等 . 大型光伏电站与电网谐波交互影响 [J]. 中国电机工程学报 , 2013 , 33 ( 34 ): 9 - 16 .
XIE Ning , LUO An , MA Fujun , et al . Harmonic interaction between large-scale photovoltaic power stations and grid [J]. Proceedings of the CSEE , 2013 , 33 ( 34 ): 9 - 16 .
刘芳 , 张兴 , 石荣亮 , 等 . 大功率微网逆变器输出阻抗解耦控制策略 [J]. 电力系统自动化 , 2015 , 39 ( 15 ): 117 - 125 .
LIU Fang , ZHANG Xing , SHI Rongliang , et al . An output impedance decoupled control strategy for high power microgrid inverter [J]. Automation of Electric Power Systems , 2015 , 39 ( 15 ): 117 - 125 .
陈智勇 , 黄旭程 , 杨苓 , 等 . 分布式电站宽频域谐振机理分析及阻抗协调构造方法 [J]. 中国电机工程学报 , 2019 , 39 ( 1 ): 141 - 154 .
CHEN Zhiyong , HUANG Xucheng , YANG Ling , et al . Investigation on resonance mechanism in wide frequency domain for distributed power plant and its coordinated impedance shaping method [J] . Proceedings of the CSEE , 2019 , 39 ( 1 ): 141 - 154 .
GEORGE C , ROGER L B . 统计推断 [M]. 北京 : 机械工业出版社 , 2010 .
GEORGE C , ROGER L B . Statistical inference [M]. Beijing : China Machine Press , 2010 .
杨苓 , 陈燕东 , 周乐明 , 等 . 弱电网下锁相环对三相LCL型并网逆变器小扰动建模影响及稳定性分析 [J]. 中国电机工程学报 , 2018 , 38 ( 13 ): 3792 - 3804 .
YANG Ling , CHEN Yandong , ZHOU Leming , et al . Effect of phase locked loop on the small-signal perturbation modeling and stability analysis for three-phase LCL-type grid-connected inverter in weak grid [J]. Proceedings of the CSEE , 2018 , 38 ( 13 ): 3792 - 3804 .
ZONG X , GRAY P A , LEHN P W , et al . New metric recommended for IEEE Std. 1547 to limit harmonics injected into distorted grids [J]. IEEE Transactions on Power Delivery , 2016 , 31 ( 3 ): 963 - 972 .
李航 . 统计学习方法 [M]. 北京 : 清华大学出版社 , 2012 .
LI Hang . Statistical learning methods [M]. Beijing : Tsinghua University Press , 2012 .
姜宽 , 王慧芳 , 林达 , 等 . 面向逆变器型分布式电源的快速建模与仿真方法 [J]. 电力系统自动化 , 2017 , 41 ( 12 ): 13 - 19 .
JIANG Kuan , WANG Huifang , LIN Da , et al . Rapid modeling and simulation method for inverter-interfaced distributed generators [J]. Automation of Electric Power Systems , 2017 , 41 ( 12 ): 13 - 19 .
贾秀芳 , 华回春 , 曹东升 , 等 . 基于复线性最小二乘法的谐波责任定量划分 [J]. 中国电机工程学报 , 2013 , 33 ( 4 ): 149 - 155 .
JIA Xiufang , HUA Huichun , CAO Dongsheng , et al . Determining harmonic contributions based on complex least squares method [J]. Proceedings of the CSEE , 2013 , 33 ( 4 ): 149 - 155 .
孙媛媛 , 尹志明 . 基于M估计稳健回归的多谐波源责任区分 [J]. 中国电机工程学报 , 2012 , 32 ( 31 ): 166 - 173 .
SUN Yuanyuan , YIN Zhiming . Quantifying harmonic responsibilities of multiple harmonic sources based on M-estimation robust regression [J]. Proceedings of the CSEE , 2012 , 32 ( 31 ): 166 - 173 .
王辉 , 刘炜 , 李群湛 , 等 . 基于复数域偏最小二乘法与等值法的多谐波源责任划分 [J]. 电力系统自动化 , 2017 , 41 ( 4 ): 78 - 85 .
WANG Hui , LIU Wei , LI Qunzhan , et al . Responsibility distinction for multiple harmonic sources based on partial least square in complex field and equivalent method [J]. Automation of Electric Power Systems , 2017 , 41 ( 4 ): 78 - 85 .
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