A two-stage solution procedure for digital power metering according to IEEE standard 1459-2010 in single-phase system

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Abstract

This paper describes an artificial neural network (ANN)-based method for the design of a digital power meter, which is able to evaluate the power quantities suggested in IEEE Standard 1459-2010 for a single-phase system. The solution procedure contains two stages. In the first stage, the spectral analysis of voltage and current signals is performed separately with the ANN-based method in a real-time manner. Then, the power quantities and evaluation indices are calculated in the second stage according to the requirements in IEEE Standard 1459-2010. Finally, a personal-computer-based instrument implemented with LabVIEW is developed to verify the usefulness of the proposed mechanism.

Original languageEnglish
Article number6355989
Pages (from-to)5550-5557
Number of pages8
JournalIEEE Transactions on Industrial Electronics
Volume60
Issue number12
DOIs
StatePublished - 2013

Keywords

  • Artificial neural network (ANN)
  • IEEE Standard 1459-2010
  • power quality
  • single-phase system
  • virtual instrument

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