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Genetically evolved fuzzy predictor for photovoltaic power output estimation

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F11%3A86084960" target="_blank" >RIV/61989100:27240/11:86084960 - isvavai.cz</a>

  • Alternative codes found

    RIV/61989100:27730/11:86084960

  • Result on the web

    <a href="http://dx.doi.org/10.1109/INCoS.2011.97" target="_blank" >http://dx.doi.org/10.1109/INCoS.2011.97</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/INCoS.2011.97" target="_blank" >10.1109/INCoS.2011.97</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Genetically evolved fuzzy predictor for photovoltaic power output estimation

  • Original language description

    Fuzzy sets and fuzzy logic can be used for efficient data mining, classification, and value prediction. We propose a genetically evolved fuzzy predictor to estimate the output of a Photovoltaic Power Plant. Photovoltaic Power Plants (PVPPs) are classified as power energy sources with unstable supply of electrical energy. It is necessary to back up power energy from PVPPs for stable electric network operation. An optimal value of back up power can be set with reliable prediction models and significantlycontribute to the robustness of the electric network and therefore help in the building of intelligent power grids.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>

  • Continuities

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

Others

  • Publication year

    2011

  • 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 - 3rd IEEE International Conference on Intelligent Networking and Collaborative Systems, INCoS 2011

  • ISBN

    978-0-7695-4579-0

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    41-46

  • Publisher name

    IEEE

  • Place of publication

    Piscataway

  • Event location

    Fukuoka

  • Event date

    Nov 30, 2011

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article