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Numerical Models for Wind Power Plant Power Prediction

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F13%3APU103857" target="_blank" >RIV/00216305:26220/13:PU103857 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Numerical Models for Wind Power Plant Power Prediction

  • Original language description

    The paper deals with prediction of generated power from wind power plants. At the beginning there are mentioned basic purposes of prediction and simulation. Predicting options and their difficulties are discussed together with prediction advance and prediction step requirements. Various ways of wind supply prediction can bring different results. Difficulty and expected effect on prediction accuracy is estimated as well. In second part there are made basic simulation models, which are subsequently optimized. There were used Autoregressive model, Moving Average model and statistical Markov switching process. Programmed models are tested on real data from 2 MW Vestas wind turbine. Achieved results are analysed by sta-tistical methods and consequently evaluated.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JE - Non-nuclear power engineering, energy consumption and utilization

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2013

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceedings of the 14th International Scientific Conference Electric Power Engineering 2013

  • ISBN

    978-80-248-2988-3

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    759-762

  • Publisher name

    VSB ? Technical University of Ostrava

  • Place of publication

    Ostrava

  • Event location

    Kouty nad Desnou

  • Event date

    May 28, 2013

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article