• HOME
  • About Journal
    • Historical evolution
    • Journal Honors
  • Editorial Board
    • Members of Committee
    • Director of the Committee
    • President and Editor in chief
  • Submission Guide
    • Instructions for Authors
    • Manuscript Processing Flow
    • Model Text
    • Procedures for Submission
  • Academic Influence
  • Open Access
  • Ethics&Policies
    • Publication Ethics Statement
    • Peer Review Process
    • Academic Misconduct Identification and Treatment
    • Advertising and Marketing
    • Correction and Retraction
    • Conflict of Interest
    • Authorship & Copyright
  • Contact Us
  • Chinese
Site search        
文章摘要
基于变分模态分解与Teager能量算子的谐波/间谐波检测方法
Harmonic/interharmonic detection method based on variational mode decomposition and Teager energy operator
Received:September 13, 2018  Revised:November 12, 2018
DOI:10.19753/j.issn1001-1390.2020.02.017
中文关键词: 谐波  间谐波  变分模态分解  相关系数法  Teager能量算子
英文关键词: harmonics, interharmonics, variational mode decomposition, correlation coefficient method, Teager energy operator
基金项目:河北省教育厅资助科研项目(ZD2016108)
Author NameAffiliationE-mail
Sun Shuguang* School of Artificial Intelligence,Hebei University of Technology sunshuguang_2000@163.com 
Tian Peng School of Artificial Intelligence,Hebei University of Technology 1065528267@qq.com 
Ji Xueling School of Artificial Intelligence,Hebei University of Technology 1805189196@qq.com 
Meng Yan School of Artificial Intelligence,Hebei University of Technology 634004636@qq.com 
Yang Ming School of Artificial Intelligence,Hebei University of Technology 1549531080@qq.com 
Hits: 2220
Download times: 726
中文摘要:
      为了提高电力谐波信号中谐波/间谐波的检测精度,提出一种基于变分模态分解(VMD)与Teager能量算子相结合的检测新方法。首先,利用相关系数法来确定VMD算法中的模态分解个数K;其次,采用VMD对谐波/间谐波信号进行分解,得到一系列IMF分量;最后,利用Teager能量算子对IMF分量进行解调分析,能够得到分量的瞬时幅值和频率,同时根据时频图中瞬时频率突变点,可准确定位暂态谐波/间谐波的起止时刻。在信噪比较低的情况下,将集合经验模态分(EEMD)、VMD分别与Teager能量算子相结合进行谐波/间谐波检测的对比。仿真实验对比表明本文所提方法能将稳态、暂态谐波信号进行有效的分离,同时具有较高的检测精度和较好的噪声鲁棒性。
英文摘要:
      In order to improve the detection accuracy of harmonics/interharmonics in power harmonic signals, a new detection method based on variational mode decomposition (VMD) and Teager energy operator is proposed. Firstly, the correlation coefficient method is used to determine the modal decomposition number in the VMD algorithm. Secondly, the VMD is used to decompose the harmonic/interharmonic signals to obtain a series of IMF components. Finally, the Teager energy operator is used to make the demodulation analysis of the IMF components. The analysis can obtain the instantaneous amplitude and frequency of the component. According to the instantaneous frequency mutation point in time frequency diagram, the start and end time of transient harmonics/interharmonics can be accurately located. In the case of low signal-to-noise ratio, ensemble empirical mode decomposition(EEMD) and VMD are combined with Teager energy operator for harmonic/interharmonic detection. The simulation experiments comparison show that the proposed method can effectively separate the steady-state and transient harmonic signals, and has higher detection accuracy and better noise robustness.
View Full Text   View/Add Comment  Download reader
Close
  • Home
  • About Journal
    • Historical evolution
    • Journal Honors
  • Editorial Board
    • Members of Committee
    • Director of the Committee
    • President and Editor in chief
  • Submission Guide
    • Instructions for Authors
    • Manuscript Processing Flow
    • Model Text
    • Procedures for Submission
  • Academic Influence
  • Open Access
  • Ethics&Policies
    • Publication Ethics Statement
    • Peer Review Process
    • Academic Misconduct Identification and Treatment
    • Advertising and Marketing
    • Correction and Retraction
    • Conflict of Interest
    • Authorship & Copyright
  • Contact Us
  • 中文页面
Address: No.2000, Chuangxin Road, Songbei District, Harbin, China    Zip code: 150028
E-mail: dcyb@vip.163.com    Telephone: 0451-86611021
© 2012 Electrical Measurement & Instrumentation
黑ICP备11006624号-1
Support:Beijing Qinyun Technology Development Co., Ltd