Photovoltaic energy production forecasting using LightGBM

Reba, Kristjan (author), Bevc, Jakob (author), Ascencio Vásquez, Julián Andrés (author), Jankovec, Marko (author), Topič, Marko (author)

• Language: English
• Keywords: eng, photovoltaics, mathematical models, LightGBM, forecasts
• Typology: 1.08 - Published Scientific Conference Contribution
• Organization: FE - Faculty of Electrical Engineering
• Publication status: Published
• Publication version: Author Accepted Manuscript
• Publication date: 25.09.2019
• Year: 2019
• Number of pages: Str. 36-39
• PID: 20.500.12556/RUL-122137
• UDC: 621.383.51
• COBISS.SI-ID: 39006723
• Publication date in RUL: 25.11.2020

REBA, Kristjan, BEVC, Jakob, ASCENCIO VÁSQUEZ, Julián Andrés, JANKOVEC, Marko and TOPIČ, Marko, 2019, Photovoltaic energy production forecasting using LightGBM. In : Conference proceedings 2019 [online]. Published Scientific Conference Contribution. Ljubljana. 2019. p. 36–39. [Accessed 18 April 2025]. Retrieved from: https://repozitorij.uni-lj.si/IzpisGradiva.php?lang=eng&id=122137

Record is a part of a monograph

• Title: Conference proceedings 2019
• Editors: Janez Krč, Marko Topič, Rok Petkovšek
• Place of publishing: Ljubljana
• Publisher: MIDEM - Society for Microelectronics, Electronic Components and Materials
• Year: 2019
• ISBN: 978-961-92933-9-3
• COBISS.SI-ID: 301710592

Secondary language

• Language: Slovenian
• Keywords: fotovoltaika, matematični modeli, LightGBM, napovedi

Projects

• Funder: ARRS - Slovenian Research Agency
• Project number: P2-0197
• Name: Fotovoltaika in elektronika

• Funder: EC - European Commission
• Funding programme: H2020
• Project number: 721452
• Name: Photovoltaic module life time forecast and evaluation
• Acronym: SOLAR-TRAIN