A fuzzy reinforcement learning approach to thermal unit commitment problem
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DOI: 10.1007/s00521-017-3106-5
Abstract: Unit commitment problem (UCP) aims at optimizing generation cost for meeting a given load demand under several operational constraints. We propose to use fuzzy reinforcement learning (RL) approach for efficient and reliable solution to the… read more here.
Keywords: unit commitment; reinforcement learning; unit; fuzzy reinforcement ... See more keywords
A novel hybrid approach based on relief algorithm and fuzzy reinforcement learning approach for predicting wind speed
Sign Up to like & getrecommendations! Published in 2021 at "Sustainable Energy Technologies and Assessments"
DOI: 10.1016/j.seta.2020.100920
Abstract: Abstract Wind speed (WS) prediction has become popular nowadays due to increasing demand for wind power generation and competitive development in wind energy. Many prediction models are used to predict WS for which wind is… read more here.
Keywords: fuzzy reinforcement; speed; model; wind speed ... See more keywords