Day-Ahead Solar Power Forecasting Using LightGBM and Self-Attention Based Encoder-Decoder Networks
author
Nourollahi Hokmabad, Hossein
Husev, Oleksandr
Belikov, Juri
statement of authorship
Hossein Nourollahi Hokmabad, Oleksandr Husev, Juri Belikov
source
IEEE Transactions on sustainable energy
publisher
IEEE
journal volume number month
vol. 16, 2
year of publication
2025
pages
p. 866-879
url
https://doi.org//10.1109/TSTE.2024.3486907
subject term
päikeseenergia
fotogalvaanika
modelleerimine (teadus)
tehisõpe
keyword
Solar power forecasting
photo voltaic systems
physics-based modeling
hybrid approach
data scarce environments
machine learning
LightGBM
encoder-decoder
attention
ISSN
1949-3029
1949-3037
scientific publication
teaduspublikatsioon
classifier
1.1
TalTech department
elektroenergeetika ja mehhatroonika instituut
tarkvarateaduse instituut
language
inglise