Application of the Variational Mode Decomposition for Power Quality Analysis

Kewei Cai, Wenping Cao, Zheng Liu, Wei Wang, Guofeng Li

Research output: Contribution to journalArticle

Abstract

Harmonics and interharmonics in power systems distort the grid voltage, deteriorate the quality and stability of the power grid. Therefore, rapid and accurate harmonic separation from the grid voltage is crucial to power system. In this article, a variational mode decomposition-based method is proposed to separate harmonics and interharmonics in the grid voltage. The method decomposes the voltage signal into fundamental, harmonic, interharmonic components through the frequency spectrum. An empirical mode decomposition (EMD) and an ensemble empirical mode decomposition (EEMD) can be combined with the independent component analysis (ICA) to analyze the harmonics and intherharmonics. By comparing EMD-ICA, EEMD-ICA methods, the proposed method has several advantages: (1) a higher correlation coefficient of all the components is found; (2) it requires much less time to accomplish signal separation; (3) amplitude, frequency, and phase angle are all retained by this method. The results obtained from both synthetic and real-life signals demonstrate the good performance of the proposed method.
Original languageEnglish
Pages (from-to)43-54
Number of pages12
JournalElectric Power Components and Systems
Volume47
Issue number1-2
Early online date12 Feb 2019
DOIs
Publication statusE-pub ahead of print - 12 Feb 2019

Fingerprint

Power quality
Decomposition
Independent component analysis
Electric potential

Bibliographical note

This is an Accepted Manuscript of an article published by Taylor & Francis Group in Electric Power Components and Systems on 12 Feb 2019, available online at: http://www.tandfonline.com/10.1080/15325008.2018.1563960

Funding: The authors gratefully acknowledge the support of the
Foundation of Liaoning Province Education Administration
(grant number L201609), the Doctoral Start-up Foundation of
Liaoning Province (grant number 20170520191) and the Royal
Society U.K

Keywords

  • EEMD-ICA
  • EMD-ICA
  • harmonics
  • interharmonics
  • power system
  • variational mode decomposition (VMD)

Cite this

Cai, K., Cao, W., Liu, Z., Wang, W., & Li, G. (2019). Application of the Variational Mode Decomposition for Power Quality Analysis. Electric Power Components and Systems, 47(1-2), 43-54. https://doi.org/10.1080/15325008.2018.1563960
Cai, Kewei ; Cao, Wenping ; Liu, Zheng ; Wang, Wei ; Li, Guofeng. / Application of the Variational Mode Decomposition for Power Quality Analysis. In: Electric Power Components and Systems. 2019 ; Vol. 47, No. 1-2. pp. 43-54.
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Cai, K, Cao, W, Liu, Z, Wang, W & Li, G 2019, 'Application of the Variational Mode Decomposition for Power Quality Analysis', Electric Power Components and Systems, vol. 47, no. 1-2, pp. 43-54. https://doi.org/10.1080/15325008.2018.1563960

Application of the Variational Mode Decomposition for Power Quality Analysis. / Cai, Kewei; Cao, Wenping; Liu, Zheng; Wang, Wei; Li, Guofeng.

In: Electric Power Components and Systems, Vol. 47, No. 1-2, 12.02.2019, p. 43-54.

Research output: Contribution to journalArticle

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Cai K, Cao W, Liu Z, Wang W, Li G. Application of the Variational Mode Decomposition for Power Quality Analysis. Electric Power Components and Systems. 2019 Feb 12;47(1-2):43-54. https://doi.org/10.1080/15325008.2018.1563960