Reinforcement learning model-based and model-free paradigms for optimal control problems in power systems: comprehensive review and future directions
author
Ginzburg-Ganz, Elinor
Segev, Itay
Balabanov, Alexander
Segev, Elior
Kaully Naveh, Sivan
Machlev, Ram
Belikov, Juri
Katzir, Liran
Keren, Sarah
Levron, Yoash
statement of authorship
Elinor Ginzburg-Ganz, Itay Segev, Alexander Balabanov, Elior Segev, Sivan Kaully Naveh, Ram Machlev, Juri Belikov, Liran Katzir, Sarah Keren and Yoash Levron
source
Energies
publisher
MDPI
journal volume number month
vol. 17, 21
year of publication
2024
pages
art. 5307, 54 p. : ill
url
https://doi.org/10.3390/en17215307
subject term
reguleerimine
energiasüsteemid
juhtimisotsused
energiaturg
mudelid
keyword
control problems
energy management
model based
model free
reinforcement learning
ISSN
1996-1073
notes
Bibliogr.: 197 ref
Open Access
Open Access
scientific publication
teaduspublikatsioon
classifier
1.1
Scopus
https://www.scopus.com/sourceid/62932
https://www.scopus.com/record/display.uri?eid=2-s2.0-85208552494&origin=resultslist&sort=plf-f&src=s&sot=b&sdt=b&s=TITLE-ABS-KEY%28%22Reinforcement+learning+model-based+and+model-free+paradigms+for+optimal+control+problems+in+power+systems%3A+comprehensive+review+and+future+directions%22%29&sessionSearchId=f0876d62207f5190162f69085a3e5f00&relpos=0
WOS
https://jcr.clarivate.com/jcr-jp/journal-profile?journal=ENERGIES&year=2023
https://www.webofscience.com/wos/woscc/full-record/WOS:001351375800001
category (general)
Mathematics
Matemaatika
Engineering
Tehnika
Energy
Energia
category (sub)
Mathematics. Control and optimization
Matemaatika. Juhtimine ja optimeerimine
Engineering. Engineering (miscellaneous)
Tehnika. Tehnika (mitmesugused)
Engineering. Electrical and electronic engineering
Tehnika. Elektri- ja elektroonikatehnika
Energy. Energy engineering and power technology
Energia. Energiatehnika ja energeetika
Energy. Fuel technology
Energia. Kütusetehnoloogia
Energy. Energy (miscellaneous)
Energia. Energia (mitmesugused)
Energy. Renewable energy, sustainability and the environment
Energia. Taastuvenergia, jätkusuutlikkus ja keskkond
TalTech department
tarkvarateaduse instituut
language
inglise