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Current spectrum estimation using Prony's estimator and coherent resampling

Research output: Contribution to journalArticlepeer-review

9 Citations (Scopus)

Abstract

Purpose - A highly accurate method of current spectrum estimation of a nonlinear load is presented in this paper. Using the method makes it possible to evaluate the current injection frequency domain model of a nonlinear load from previously recorded time domain voltage and current waveforms. The paper aims to discuss these issues. Design/methodology/approach - The method incorporates the idea of coherent resampling (resampling synchronously with the base frequency of the signal) followed by the discrete Fourier transform (DFT) to obtain the frequency spectrum. When DFT is applied to a synchronously resampled signal, the spectrum is free of negative DFT effects (the spectrum leakage, for example). However, to resample the signal correctly it is necessary to know its base frequency with high accuracy. To estimate the base frequency, the first-order Prony's frequency estimator was used. Findings - It has been shown that the presentedmethodmay lead to superior results in comparisonwith window interpolated Fourier transform and time-domain quasi-synchronous sampling algorithms. Research limitations/implications - The method was designed for steady-state analysis in the frequency domain. The voltage and current waveforms across load terminals should be recorded simultaneously to allow correct voltage/current phase shift estimation. Practical implications - The proposed method can be used in case when the frequency domain model of a nonlinear load is desired and the voltage and current waveforms recorded across load terminals are available. The method leads to correct results even when the voltage/current sampling frequency has not been synchronized with the base frequency of the signal. It can be used for off-line frequency model estimation as well as in real-time DSP systems to restore coherent sampling of the analysed signals. Originality/value - The method proposed in the paper allows to estimate a nonlinear load frequency domain model from current and voltage waveforms with higher accuracy than other competitive methods, while at the same time its simplicity and computational efficiency is retained.

Original languageEnglish
Article number17111513
Pages (from-to)989-997
Number of pages9
JournalCOMPEL - The International Journal for Computation and Mathematics in Electrical and Electronic Engineering
Volume33
Issue number3
DOIs
Publication statusPublished - 2014

Keywords

  • Coherent resampling
  • Frequency domain model estimation
  • Prony's frequency estimator
  • Spectrum estimation

ASJC Scopus subject areas

  • Computer Science Applications
  • Computational Theory and Mathematics
  • Electrical and Electronic Engineering
  • Applied Mathematics

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