title: Ð¡Ð¸ÑÑÐµÐ¼Ð° Ð¿ÑÐ¾Ð³Ð½Ð¾Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Ð²ÑÑÐ°Ð±Ð¾ÑÐºÐ¸ ÑÐ¾Ð»Ð½ÐµÑÐ½Ð¾Ð¹ ÑÐ»ÐµÐºÑÑÐ¾ÑÑÐ°Ð½ÑÐ¸Ð¸
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: Solar power plant forecasting system
Creators: name: ÐÐ»ÐµÐ¹Ð½Ð¸ÐºÐ¾Ð², ÐÐ°Ð²ÐµÐ»
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2022
Subjects: Ð¡Ð¾Ð»Ð½ÐµÑÐ½ÑÐµ ÑÐ»ÐµÐºÑÑÐ¸ÑÐµÑÐºÐ¸Ðµ ÑÑÐ°Ð½ÑÐ¸Ð¸
ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑÐ½Ð¾Ðµ Ð·ÑÐµÐ½Ð¸Ðµ
Ð¿ÑÐ¾Ð³Ð½Ð¾Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ ÑÐ¾Ð»Ð½ÐµÑÐ½Ð¾Ð³Ð¾ Ð¸Ð·Ð»ÑÑÐµÐ½Ð¸Ñ
Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ðµ Ð¾Ð±Ð»Ð°ÐºÐ¾Ð²
computer vision
solar iradiation forcasting
cloud detection

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description: The subject of the graduate qualification work is "Solar power plant forecasting system". The work devoted to research of short-term solar irradiation forecasting. The work considers approaches to forecasting with fisheye cameras, which used for local observation of the cloudy scene. Methods for cloud detecting in the image were studied and a study of their accuracy was carried out. An approach to forecasting based on predicting changes in the cloudy scene is considered in detail. The work proposes a method for cloud detecting with adaptive construction of the mask of the sun and the near-solar region. The architecture of forecasting system is also proposed and implemented. The system is a set of loosely coupled components of their partial fault tolerance and supports the scaling of small components to increase the set of peripheral devices that are sources of input data. In study result demonstrated effectiveness of the proposed method for cloud detection. Evaluate cloud scene forecasting accuracy. Analyzed the results of system performance testing.