Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Evgenii Genov"'
Autor:
Julian Ruddick, Glenn Ceusters, Gilles Van Kriekinge, Evgenii Genov, Cedric De Cauwer, Thierry Coosemans, Maarten Messagie
Publikováno v:
Energy and AI, Vol 18, Iss , Pp 100448- (2024)
Recent advancements in machine learning based energy management approaches, specifically reinforcement learning with a safety layer (OptLayerPolicy) and a metaheuristic algorithm generating a decision tree control policy (TreeC), have shown promise.
Externí odkaz:
https://doaj.org/article/bd444a2ad35c4ed4aab92d1d09c36f24
Autor:
Stefanos Petridis, Evgenii Genov, Thierry Clement Coosemans, Luis Ramirez Camargo, Maarten Messagie, Nikos Nikopoulos, Petros Iliadis
Publikováno v:
Journal of Physics: Conference Series
A reliable and accurate load forecasting method is key to successful energy management of smart grids. Due to the non-linear relations in data generating process and data availability issues, load forecasting remains a challenging task. Here, we inve
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f90c0a929130f7b51ebd06461ae35a75
https://hdl.handle.net/1874/421446
https://hdl.handle.net/1874/421446
Autor:
Evgenii Genov, Stefanos Petridis, Petros Iliadis, Nikos Nikopoulos, Thierry Coosemans, Maarten Messagie, Luis Ramirez Camargo
Publikováno v:
Vrije Universiteit Brussel
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::b6477bdaffc1025e9c026a597308912c
https://researchportal.vub.be/en/publications/26f25958-820c-4e6d-8df2-ee5bdf1d0519
https://researchportal.vub.be/en/publications/26f25958-820c-4e6d-8df2-ee5bdf1d0519
