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Photovoltaic Power Plant Power Output Prediction using Fuzzy Rules

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86088095" target="_blank" >RIV/61989100:27240/13:86088095 - isvavai.cz</a>

  • Alternative codes found

    RIV/61989100:27740/13:86088095

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Photovoltaic Power Plant Power Output Prediction using Fuzzy Rules

  • Original language description

    Photovoltaic Power Plants (PVPP) are classified as a power energy sources with non-stabile supply of electric energy. It is necessary to back up power energy from PVPP for stabile electric network operation. We can set an optimal value of back up power energy with using variety of prediction models and methods for PVPP Power output prediction. Fuzzy classi?ers and fuzzy rules can be informally defined as tools that use fuzzy sets or fuzzy logic for their operations. In this paper, we use genetic programming to evolve a fuzzy classi?er in the form of a fuzzy search expression to predict PVPP Power output.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

  • CEP classification

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

  • OECD FORD branch

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>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

  • Name of the periodical

    Przeglad elektrotechniczny

  • ISSN

    0033-2097

  • e-ISSN

  • Volume of the periodical

    89

  • Issue of the periodical within the volume

    11

  • Country of publishing house

    PL - POLAND

  • Number of pages

    3

  • Pages from-to

    78-80

  • UT code for WoS article

  • EID of the result in the Scopus database