Frequency estimation and tracking by two-layered iterative DFT with re-sampling in non-steady states of power system

Abstract Frequency deviation off the nominal one is incurred by sudden changes of frequency and could introduce harmonics and inter-harmonics in the power system, which influences the accuracy of frequency estimation with method of discrete Fourier transform (DFT). A two-layered iterative DFT (TLI-D...

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Main Author: Hui Li
Format: Article
Language:English
Published: SpringerOpen 2019-02-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13638-018-1320-1
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spelling doaj-f56e2755b94d4c0baba80200af5b0d342020-11-25T01:27:04ZengSpringerOpenEURASIP Journal on Wireless Communications and Networking1687-14992019-02-012019111910.1186/s13638-018-1320-1Frequency estimation and tracking by two-layered iterative DFT with re-sampling in non-steady states of power systemHui Li0College of Information Science and Technology, Hainan UniversityAbstract Frequency deviation off the nominal one is incurred by sudden changes of frequency and could introduce harmonics and inter-harmonics in the power system, which influences the accuracy of frequency estimation with method of discrete Fourier transform (DFT). A two-layered iterative DFT (TLI-DFT) with re-sampling was presented to measure the frequency in non-steady states. A simple frequency estimation method named exponential sampling is amended to calculate the initial sampling frequency in the inner-layered process of the DFT iteration. In reality, frequencies of two consecutive cycles are always interrelated with each other, so an idea of frequency tracking by outer-layered DFT between cycles is adopted. TLI-DFT can track the frequency in non-steady state in different scenarios, e.g., sudden and random frequency change, signal modulated by a cosine signal, and contaminated by decaying direct current offsets. Mean squared error of measured frequency, rate of change of frequency, and total vector error at different transient conditions indicate that the proposed algorithm is valid and more accurate than the traditional one in the non-steady states of a power system.http://link.springer.com/article/10.1186/s13638-018-1320-1SynchrophasorFrequency measurementFrequency trackingTransient conditionDiscrete Fourier transform (DFT)Re-sampling
collection DOAJ
language English
format Article
sources DOAJ
author Hui Li
spellingShingle Hui Li
Frequency estimation and tracking by two-layered iterative DFT with re-sampling in non-steady states of power system
EURASIP Journal on Wireless Communications and Networking
Synchrophasor
Frequency measurement
Frequency tracking
Transient condition
Discrete Fourier transform (DFT)
Re-sampling
author_facet Hui Li
author_sort Hui Li
title Frequency estimation and tracking by two-layered iterative DFT with re-sampling in non-steady states of power system
title_short Frequency estimation and tracking by two-layered iterative DFT with re-sampling in non-steady states of power system
title_full Frequency estimation and tracking by two-layered iterative DFT with re-sampling in non-steady states of power system
title_fullStr Frequency estimation and tracking by two-layered iterative DFT with re-sampling in non-steady states of power system
title_full_unstemmed Frequency estimation and tracking by two-layered iterative DFT with re-sampling in non-steady states of power system
title_sort frequency estimation and tracking by two-layered iterative dft with re-sampling in non-steady states of power system
publisher SpringerOpen
series EURASIP Journal on Wireless Communications and Networking
issn 1687-1499
publishDate 2019-02-01
description Abstract Frequency deviation off the nominal one is incurred by sudden changes of frequency and could introduce harmonics and inter-harmonics in the power system, which influences the accuracy of frequency estimation with method of discrete Fourier transform (DFT). A two-layered iterative DFT (TLI-DFT) with re-sampling was presented to measure the frequency in non-steady states. A simple frequency estimation method named exponential sampling is amended to calculate the initial sampling frequency in the inner-layered process of the DFT iteration. In reality, frequencies of two consecutive cycles are always interrelated with each other, so an idea of frequency tracking by outer-layered DFT between cycles is adopted. TLI-DFT can track the frequency in non-steady state in different scenarios, e.g., sudden and random frequency change, signal modulated by a cosine signal, and contaminated by decaying direct current offsets. Mean squared error of measured frequency, rate of change of frequency, and total vector error at different transient conditions indicate that the proposed algorithm is valid and more accurate than the traditional one in the non-steady states of a power system.
topic Synchrophasor
Frequency measurement
Frequency tracking
Transient condition
Discrete Fourier transform (DFT)
Re-sampling
url http://link.springer.com/article/10.1186/s13638-018-1320-1
work_keys_str_mv AT huili frequencyestimationandtrackingbytwolayerediterativedftwithresamplinginnonsteadystatesofpowersystem
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