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  1. 1. Fault Detection AI For Solar Panels

    Kandidat-uppsats, Uppsala universitet/Institutionen för informationsteknologi

    Författare :Jonathan Kurén; Simon Leijon; Petter Sigfridsson; Hampus Widén; [2020]
    Nyckelord :machine learning; artificial intelligence; fault detection; photovoltaics; solar panels; solar energy; photovoltaic system;

    Sammanfattning : The increased usage of solar panels worldwide highlights the importance of being able to detect faults in systems that use these panels. In this project, the historical power output (kWh) from solar panels combined with meteorological data was used to train a machine learning model to predict the expected power output of a given solar panel system. LÄS MER