基于RLS算法的有源滤波器自适应基波检测方法(英文)

被引:7
作者
姜孝华 [1 ]
金济 [1 ]
Ale Emedi [2 ]
机构
[1] 中山大学电子与通信工程系
[2] Electronic and Computer Engineering Department, Illinois Institute of Technology, Chicago, IL-, USA
关键词
电力谐波; 检测; RLS算法; FFT; 卡尔曼滤波; 有源滤波;
D O I
10.19650/j.cnki.cjsi.2006.01.001
中图分类号
TM935.2 [波形参数测量及仪器];
学科分类号
080802 ;
摘要
揭示了有源电力滤波器中谐波补偿指令相位的微小变化都将对谐波控制效果产生很大的负面影响,并导致新的谐波产生。而谐波补偿指令相位偏差主要是由谐波检测算法产生。针对电力系统中信号波形的局部周期性,提出和研究了基于递推最小二乘算法(RLS)的自适应谐波能量最小化基波检测算法,给出了均方意义下的收敛性分析结果。研究表明,在电力系统中出现过渡带及基波信号发生时变时,采用FFT算法的估计结果存在较大的相位偏移。RLS谐波检测方案较Kalman滤波器尤其是FFT方法计算量小,适时跟踪性能好,是有源滤波器中补偿指令检测的有效方法。
引用
收藏
页码:1 / 8+18 +18
页数:9
相关论文
共 10 条
[1]  
Adigitalrecursive measurementforonlinetrackingofpowersystems harmonics. GirgisA,ChangB,MakramE. IEEETransactionsonPowerDelivery . 1991
[2]  
Asurveyof harmonicvoltagesandcurrentsatthecustomer’s bus. EmanuelE,OrrJA,CyganskiD. IEEETransactionsonPowerDelivery . 1993
[3]  
Identificationandtrackingof harmonicsourcesinapowersystemusingaKalman filter. MaHaili,GirgisA. IEEETransactionsonPowerDelivery . 1996
[4]  
Harmonicsource monitoringandidentificationusingneuralnetworks. HartanaRK,RichardsGG. IEEETransactionsonPowerSystems . 1990
[5]  
Powersystem harmonicsestimationusinglinearsquaresmethod andSVD. LobosT,KozinaT,KoglinHJ. IEEProc.-Gener.Transm.Distrib . 2001
[6]  
MGulachenski.Asurveyofharmonicvoltagesandcurrentsat distributionsubstations. EmanuelE,OrrJA,CyganskiD,E. IEEETrans.onPower Delivery . 1991
[7]  
Fast estimationofvoltageandcurrentphasesinpower networksusinganadaptiveneuralnetwork. DashPK,PandaSK,MishraB,SwainDP. IEEE TransactionsonPowerSystems . 1997
[8]  
ApplicationofKalman filteringforcontinuousreal-timetrackingofpower systemharmonics. MorenoSaiz,GuadalupeJB. IEEProc.-Gener.Transm.Distrib . 1997
[9]  
SVD analysisbysynthesisofharmonicsignals. BakamidisS,DendrinosM,CarayannisG. IEEE TransactionsonSignalProcessing . 1991
[10]  
Aquantitativestudyofpitfalls intheFFT. GirgisAA,HamM. IEEETransactionsonAerospaceand ElectronicSystems . 1980