Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Advanced Technology of Electrical Engineering and Energy》 2010-02
Add to Favorite Get Latest Update

Interharmonic analysis based on TLS-ESPRIT algorithm and Adaline neural network

CHU Xian-wu(School of Electrical & Information Engineering,Dalian Jiaotong University,Dalian 116028,China)  
An interharmonic parameter estimation method based on Total Least Squares Estimation of Signal Parameters via Rotational Invariance Techniques algorithm was proposed in this paper.The numbers and frequencies of harmonics and interharmonics in power network signals are estimated by TLS-ESPRIT algorithm,and then their amplitudes and phases are analyzed by applying adaline neural network.ESPRIT algorithm was proposed by Roy et al in 1986,which can be applied to a wide variety of problems including accurate detection and estimation of sinusoids and direction of arrival of noise.It exploits an underlying rotational invariance among signal subspace induced by an array of sensors with a translational invariance structure.The technique manifests significant performance and computational advantages over MUSIC algorithm.When Adaline neural network is used in harmonic analysis it need not train in advance and has the characteristics of simplicity and celerity.The simulation results showed the algorithm which needs no synchronous sampling data has high frequency resolution and strong anti-jamming capability,and the parameters estimation of harmonics and interharmonics is accurate.
【CateGory Index】: TM711
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 1 Hits
1 QU Xiao-lei,YING Qun-min(College of Electrical Engineering,Zhejiang University,Hangzhou 310027,China);Design of a harmonic detecting and analyzing system for computer power[J];Journal of Mechanical & Electrical Engineering;2011-09
Chinese Journal Full-text Database 8 Hits
1 Ding Yifeng1 Cheng Haozhong1 Lü Ganyun1 Zhan Yong1 Sun Yibin2 Lu Rong2 (1.Shanghai Jiaotong University Shanghai 200030 China 2.Shanghai Urban Power Supply Company Shanghai 200080 China);Spectrum Estimation of Harmonics and Interharmonics Based on Prony Algorithm[J];Transactions of China Electrotechnical Society;2005-10
2 Xue Hui, Yang Rengang (China Agriculture University, Beijing 100083, China);A NOVEL METHOD FOR NON-INTEGER HARMONICS MEASUREMENT USING CONTINUOUS WAVELET TRANSFORM[J];Automation of Electric Power Systems;2003-05
3 CAI Zhongfa,CHEN Longdao(Zhejiang University,Hangzhou 310027,China);Inter-harmonic Analysis Based on AR Spectral Estimation and Adaline Neural Network[J];Automation of Electric Power Systems;2007-17
4 GAO Peisheng, GU Xiangwen, WU Weilin(Zhejiang University, Hangzhou 310027, China);Interharmonic Analysis Based on Spatial Spectrum and Support Vector Regression Machine[J];Automation of Electric Power Systems;2007-24
5 NIU Lu-lu(Hebi College of Vocation and Technology,Hebi 466001,China);ESPRIT based method for harmonics and interharmonics parameters estimation[J];Relay;2007-09
6 LI Hong,YANG Shanshui (College of Automation Engineering, Nanjing University of Aeronautics and Astronautics,Nanjing,210016, China);Actuality and Development of Harmonic Measurement in Electric Power System[J];Modern Electronic Technique;2004-09
7 QI Caijun,CHEN Longdao,WANG Xiaohai(College of Electrical Engineering, Zhejiang University,Hangzhou 310027,China);High-accuracy estimation of electrical harmonic parameters by using the interpolated FFT algorithm[J];Journal of Zhejiang University(Engineering Science);2003-01
8 WANG Gong-bao,XIANG Dong-yang,MA Wei-ming(Naval University of Engineering,Wuhan 430033,Hubei Province,China);Improved Algorithm for Non-integer Harmonics Analysis Based on FFT Algorithm and Neural Network[J];Proceedings of the CSEE;2008-04
Chinese Journal Full-text Database 10 Hits
1 LI Jing 1,2*,PEI Liang2,YU Dao-yin1,CAO Mao-yong 1,2 1.Key Lab of Opto-Electronics Information and Technical Science Ministry of Education,School of Precision Instrument and Opto-Electronics Engineering,Tianjin University,Tianjin 300072,China;2.Qingdao Campus,Shandong University of Science and Technology,Qingdao Shandong 266510,China;3.Institute of Ocean Instrument,Shandong Academy of Sciences Qingdao,Shandong 266001,China;Application of the Super-Resolution Spectral Estimation Theory to the Harmonics and Interharmonics Analysis in the Electric Power System[J];Chinese Journal of Sensors and Actuators;2006-06
2 TIAN Wei1,2,WANG Yun-ran3,QU Jing4(1.Northeast Dianli Universit,Jilin City,132012;2.Beihua University,Jilin City,132011;3.Beijing Communication University,Beijing,100044;4.Jilin Mechanical Industrial School,Jilin City,132012);Inter-harmonics and Sub-harmonics Parameter Evaluation on Cross-high-spectrum Based on Esprit Method[J];Journal of Northeast Dianli University;2007-02
3 Wang Peiliang 1 ,Qi Caijun 2 (1.Department of Information Engineering,Huzhou Teacher's College,Zhejiang Huzhou313000,Chi na;2.College of Electrical Engineering,Zhejiang University,Hangzhou310027,China);The optimizing design of sampling control circuit in real-time power quality analyzer[J];Electrical Measurement & Instrumentation;2003-12
4 Wang Xiaoqiang,Chen Mingkai(Fuzhou University,Fuzhou350002,China);The realization of precise real time harmonic analysis in the electric power system[J];Electrical Measurement & Instrumentation;2004-01
5 XIA Xue,ZHOU Lin,WAN Yun-jie,ZhANG Hai,LEI Peng(Key laboratory of High Voltage and Electrical New Technology,The Ministry of Education,Chongqing 400044,China);Wavelet Transform for Harmonic Measurement[J];Electrical Measurement & Instrumentation;2006-03
6 LUO Zhi-kun,WAN Quan,XU Zhi-jian(Hunan Electric Power Test and Research Institute,Changsha 410007,China);The Research on Harmonics Energy Metering and Analysis System Based on Virtual Instrument[J];Electrical Measurement & Instrumentation;2006-06
7 FU Ming-fei, GENG Xiang-ming,YUAN Yan (Signal-processing and system Research Institute, Shanghai Jiao Tong University,Shanghai 200240,China);Research on all fiber-optical current transducer system based on DSP[J];Electrical Measurement & Instrumentation;2007-09
8 LI Jia-sheng1,2,CHAI Shi-jie1,DAI Yu-xing1(1.Hunan University,Changsha 410082,China.2.Yiyang Professional Technology Institute, Yiyang 413049,Hunan,China);The study of quasi-simultaneous algorithm based on interpolation in the application of harmonic detection[J];Electrical Measurement & Instrumentation;2008-06
9 DING Wen-hao,YUAN Zhi-min(Meter R&D Center,Ningbo Sanxing Electric Co.,Ltd.,Ningbo 315191,Zhejiang,China);Study on Hanning window employed in interpolated FFTalgorithm[J];Electrical Measurement & Instrumentation;2008-12
10 LI Jia-sheng1,2,DAI Yu-xing1,CHAI Shi-jie1(1.Hunan University,Changsha 410082,China.2.Yiyang Professional Technology Institute,Yiyang 413049,Hunan,China);The design of harmonic detecting device based on OMAP platform[J];Electrical Measurement & Instrumentation;2008-12
China Proceedings of conference Full-text Database 6 Hits
1 ;Design of Harmonic Detective Equipment Based on DSP[A];[C];2010
2 DAI Jun JI Zhi-cheng (Institute of Electrical Automation,Southern Yangtze University,Wuxi 214122,China.;Realization of power system integer harmonics suppression based on wavelet packet transform[A];[C];2007
3 Wu Xihong Zhang Zhanlong (Chongqing University,Chongqing 400044,China);THE HARMONICS ANALYSIS OF POWER SYSTEM BASED ON ARTIFICIAL NEURAL NETWORK[A];[C];2007
4 LI Jias-heng~(1,2),CHI Shi-jie~2 (1.Hunan University,Changsha 410082,China;2.Yiyang professional technology institute,Yiyang 413049,China);The Research of Cnline Rapid Detection Method about Harmonic and Inter-harmonic of Power Quality[A];[C];2008
5 Li Sheng-fang1,Liu Hai-sheng2,Fu Zhi-hong2,Zhang Huai-qing2,Hou Xing-zhe1 1) Electric Power experimental Research Institute of Chongqing,Chongqing,China 2) State Key Laboratory of Power Transmission Equipment & System Security and New Technology,Chongqing University,Chongqing,China;An Approach for Power Harmonic Analysis Based on Nutall Window and Phase Difference Correction[A];[C];2010
6 WANG Xiaohua,WANG Li,WANG Li College of Electrical and Information Engineering,Changsha University of Science and Technology,Changsha 410004,P.R.China;High Precision Measurement for Power System Harmonics and Inter-Harmonics Based on Neural Networks[A];[C];2010
Chinese Journal Full-text Database 5 Hits
1 CHEN Long-dao,QIAN Zhao-ming,ZHANG Sheng-xun (College of Electrical Engineering,Zhejiang University,Hangzhou,Zhejiang 310027,China);Synchronization Algorithm for the Asynchronous Sampled Data Set in Period Domain Signal Analysis[J];Acta Electronica Sinica;2001-07
2 LIU Fang,CHEN Jun-cheng,HAN Lu,XU Li-yun (Engineering College of Shanxi University,Taiyuan 030013,China);Harmonic Analysis of Power Grid Based on Wavelet Transform and Fast Fourier Transform[J];Telecom Power Technology;2009-04
3 LIU PINGYING LIU GUOHAI;The Harmonic Andlysis in Power system Based on Wavelet Transform[J];Microcomputer Information;2008-04
4 CHENG Xiao1,2 ZHOU Jian-xiong1 FU Qiang1 XIAO Huai-tie1(1.ATR Lab,School of Electronic Science and Engineering,NUDT,Changsha,410073,China;2.Beijing Aerospace Command Control Center,Beijing,100094,China);A parameter estimation algorithm of 2D harmonic signal based on SVD of data matrix without pairing[J];Signal Processing;2010-06
5 WANG Yan1,ZHANG Yan-xia1,TANG Jun-ci1,CHEN Hong-yan1,XU Song-xiao2 (1.Key Laboratory of Power System Simulation and Control of Ministry of Education,Tianjin University,Tianjin 300072,China;2.Baoding Electric Power Company,Baoding 071000,China);Study of multi-sample-rate signal conversion in wide area measurement for power system[J];Electric Power;2010-01
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 He Yihong Zhuo Fang Zhou Xin Li Hongyu Liu Jinjun Wang Zhaoan (Xi'an Jiaotong University 710049 China);A Modified Method for Measuring Harmonic Current Based on Instantaneous Reactive Power Theory[J];Transactions of China Electrotechnical Society;2003-01
2 Qi Caijun Wang Xiaohai(Zhejiang University 310027 China);Interharmonics Estimation Based on Interpolation FFT Algorithm[J];Transactions of China Electrotechnical Society;2003-01
3 Han Yingduo, Yan Ganguz, Jiang Qlrong, M. C. WOng (l. Tsinghua University, Beijing 100084, China)(2. Technology Institute of Mauco University, Mauco. China);ELECTRIC POWER IN INFORMATION SOCIETY AND FACTS & DFACTS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-19
4 Ren Zhen,H uang Qungu,H uang Wenying,Zhang Yongjun South China University of Technology,Guangzhou 5 10640 ,China;FOUR NEW WAVELET TRANSFORMSAND THEIR APPLICATIONSTO FAULT SIGNAL ANALYSISIN GENERATORSOF POWER SYSTEMS[J];Automation of Electric Power Systems;2001-01
5 Wen Jifeng,L iu Pei Huazhong U niversity of Science and Technology,Wuhan 430 0 74,China;A METHOD FOR DETECTION AND CLASSIFICATION OF POWER QUALITY DISTURBANCES[J];Automation of Electric Power Systems;2002-01
6 Xue Hui, Yang Rengang (China Agriculture University, Beijing 100083, China);A NOVEL METHOD FOR NON-INTEGER HARMONICS MEASUREMENT USING CONTINUOUS WAVELET TRANSFORM[J];Automation of Electric Power Systems;2003-05
7 Su Pengsheng, Wang Huan (Tsinghua University, Beijing 100084, China);DISCUSSION OF THE SHORT-WINDOW MORLET COMPLEX WAVELET ALGORITHM ON THE POWER SYSTEM SIGNAL PROCESS[J];Automation of Electric Power Systems;2004-09
8 LI Dahu1, CAO Yijia2(1. Huazhong University of Science & Technology, Wuhan 430074, China)(2. Zhejiang University, Hangzhou 310027, China);An Online Identification Method for Power System Low-frequency Oscillation Based onFuzzy Filtering and Prony Algorithm[J];Automation of Electric Power Systems;2007-01
9 LI Zhiyong1, WU Weilin1, LIN Zhenyu2(1. Zhejiang University, Hangzhou 310027, China)(2. Shidong Power Supply Company, Shanghai Municipal Electric Power Company, Shanghai 200122, China);A Power Disturbance Classification Method Based on Phase Space Reconstruction and Support Vector Machines[J];Automation of Electric Power Systems;2007-05
10 CHANG Guanghui1,2, LIU Dichen1, XIONG Hao1(1. Wuhan University, Wuhan 430072, China)(2. Henan Electric Power Company, Zhengzhou 450052, China);Short Term Load Forecasting Based on Multi-resolution SVM Regression[J];Automation of Electric Power Systems;2007-09
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved