Sirvi Autor "Suitslepp, Siim" järgi

Nüüd näidatakse 1 - 1 1

Data Mart for Photovoltaic Parks SCADA Systems
(Tartu Ülikool, 2024) Suitslepp, Siim; Pourmoradnasseri, Mozhgan, juhendaja; Sarnet, Taavi, juhendaja; Tartu Ülikool. Loodus- ja täppisteaduste valdkond; Tartu Ülikool. Arvutiteaduse instituut
Estonia and Europe have set ambitious goals to achieve climate neutrality by 2050. Achieving these goals requires a significant push toward renewable energy sources, particularly wind and solar power. This transition is crucial to ensure that future generations inherit a stable climate and environment, similar to what we experience today. Solar energy has made remarkable progress, with a 40% growth rate in 2023 alone. To meet these climate targets, the pace of renewable energy development in Europe and Estonia must accelerate, making it essential to attract more investment into the sector. As the renewable electricity market has rapidly evolved in recent years, traditional passive renewable energy projects have become less financially viable. The focus has shifted toward controllable renewable projects that require extensive data manipulation and analysis. This thesis addresses this need by exploring the data generated by solar parks, identifying key challenges, and proposing a new approach to managing and utilizing solar park data through the creation of a data mart. The research begins with an examination of the initial issues related to device data, followed by the development of a data pipeline designed to feed into the data mart. The thesis concludes with a discussion on the usage of data mart with a demonstration of a first feature to fill gaps in production data.