电力系统自动化
電力繫統自動化
전력계통자동화
Automation of Electric Power Systems
2015年
18期
55-61
,共7页
王瑜%臧天磊%符玲%何正友
王瑜%臧天磊%符玲%何正友
왕유%장천뢰%부령%하정우
背景谐波电压变化%多谐波源%谐波责任划分%均值漂移%聚类算法
揹景諧波電壓變化%多諧波源%諧波責任劃分%均值漂移%聚類算法
배경해파전압변화%다해파원%해파책임화분%균치표이%취류산법
background harmonic voltage fluctuation%multiple harmonic sources%harmonic contribution partition%mean shift%clustering algorithm
提出了一种考虑背景谐波电压变化的多谐波源谐波责任划分方法。首先,利用主导波动量法估算出系统侧谐波阻抗,然后根据背景谐波电压的波动情况,采用均值漂移算法对背景谐波电压数据进行聚类处理,按照电压值分为不同的数据段。最后,利用偏最小二乘法计算各个数据段谐波责任,加权求和得到关注时间段的谐波责任。为验证方法的有效性,分别在实验电路和 IEEE 13节点测试系统上进行仿真分析,结果表明,所提方法提高了谐波责任划分的准确度,能有效克服背景谐波电压变化对责任划分的影响。
提齣瞭一種攷慮揹景諧波電壓變化的多諧波源諧波責任劃分方法。首先,利用主導波動量法估算齣繫統側諧波阻抗,然後根據揹景諧波電壓的波動情況,採用均值漂移算法對揹景諧波電壓數據進行聚類處理,按照電壓值分為不同的數據段。最後,利用偏最小二乘法計算各箇數據段諧波責任,加權求和得到關註時間段的諧波責任。為驗證方法的有效性,分彆在實驗電路和 IEEE 13節點測試繫統上進行倣真分析,結果錶明,所提方法提高瞭諧波責任劃分的準確度,能有效剋服揹景諧波電壓變化對責任劃分的影響。
제출료일충고필배경해파전압변화적다해파원해파책임화분방법。수선,이용주도파동량법고산출계통측해파조항,연후근거배경해파전압적파동정황,채용균치표이산법대배경해파전압수거진행취류처리,안조전압치분위불동적수거단。최후,이용편최소이승법계산각개수거단해파책임,가권구화득도관주시간단적해파책임。위험증방법적유효성,분별재실험전로화 IEEE 13절점측시계통상진행방진분석,결과표명,소제방법제고료해파책임화분적준학도,능유효극복배경해파전압변화대책임화분적영향。
A harmonic contribution partiton method of multiple harmonic sources considering the fluctuation of the background harmonic voltage is proposed.First,the system harmonic impedance is estimated by the dominant fluctuation filtering principle.Secondly,the background harmonic voltage is clustered and divided into different data segments by the mean shift algorithm according to the fluctuation of the background harmonic voltage.Finally,the harmonic contribution of each segment is estimated by the partial least squares method,and its harmonic weighted sum is calculated to obtain the final harmonic contribution.The method proposed is tested on an experimental circuit and an IEEE 1 3-bus test system.The results show that the method proposed is able to improve the accuracy of harmonic contribution partition,and effectively overcome the influence of background harmonic voltage fluctuation on harmonic contribution partition.