Frequency and power components estimation from instantaneous power signal

Vladimir Terzija, Deyu Cai, Vladimir Stanojević, Goran Strbac

    Research output: Contribution to journalArticlepeer-review

    Abstract

    In this paper, the problem of the simultaneous estimation of frequency and power components is investigated. It is solved through a new recursive estimator capable of estimating the unknown model parameters during severe dynamic changes in the system. By this, a simple nonlinear parameter model for the instantaneous power, taking into account the fundamental components of voltage and current, is used as a starting point for the power components and frequency estimation. In the model, the system frequency is considered as an unknown model parameter, and it is simultaneously estimated with other unknown parameters. This resulted in an efficient numerical algorithm for the measurement of power components, which is not sensitive to variations of the system frequency. This is an important achievement, which improves the accuracy of the method during network transients. The new estimator has been improved by the strategy for tuning its forgetting factor according to the system dynamics, and it is tested through computer simulations and by using data records obtained under laboratory conditions. The algorithm was developed for a single-phase system, and the approach might be easily extended to multiphase systems. © 2011 IEEE.
    Original languageEnglish
    Article number5928408
    Pages (from-to)3640-3649
    Number of pages9
    JournalIEEE Transactions on Instrumentation and Measurement
    Volume60
    Issue number11
    DOIs
    Publication statusPublished - Nov 2011

    Keywords

    • Adaptive algorithms
    • frequency
    • measurement
    • nonlinear estimation
    • power components
    • recursive estimation

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