A semantic risk-aware optimization framework for virtual power plant dispatch using large language models
author
Niazi, Muhammad Ahsan
Kumar, Vikram
Aslam, Usama
Hassan, Syed Rizwan
Lee, KangYoon
Shabbir, Noman
statement of authorship
Muhammad Ahsan Niazi, Vikram Kumar, Usama Aslam, Syed Rizwan Hassan, KangYoon Lee and Noman Shabbir
source
Energies
special issue
Towards a Smart and Sustainable Energy Infrastructure: Green Innovations: 2nd Edition
publisher
MDPI
journal volume number month
vol. 19, 12
year of publication
2026
pages
art. 2820
url
https://doi.org/10.3390/en19122820
subject term
energiasüsteemid
virtuaalettevõtted
prognostika
riskianalüüs
tehisintellekt
keyword
demand response (DR)
retrieval-augmented generation (RAG)
semantic risk intelligence
stochastic optimization
virtual power plant (VPP)
ISSN
1996-1073
Open Access
Open Access
scientific publication
teaduspublikatsioon
classifier
1.1
TalTech department
FinEst Targa linna tippkeskus
elektroenergeetika ja mehhatroonika instituut
FinEst Centre for Smart Cities
Department of Electrical Power Engineering and Mechatronics
language
English
Inglise