Adaptive synergistic control strategy for a hybrid AC/DC microgrid during normal operation and contingencies
Sign Up to like & getrecommendations! Published in 2021 at "Applied Energy"
DOI: 10.1016/j.apenergy.2021.117756
Abstract: Abstract This paper proposes an adaptive synergistic control strategy for a hybrid AC/DC microgrid to overcome its vulnerability to notable grid impedance variation provoked by load changes. Microgrid employs an internal DC link incorporating hybrid… read more here.
Keywords: adaptive synergistic; control; strategy hybrid; strategy ... See more keywords
Transfer Deep Reinforcement Learning-Enabled Energy Management Strategy for Hybrid Tracked Vehicle
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DOI: 10.1109/access.2020.3022944
Abstract: This paper proposes an adaptive energy management strategy for hybrid electric vehicles by combining deep reinforcement learning (DRL) and transfer learning (TL). This work aims to address the defect of DRL in tedious training time.… read more here.
Keywords: management strategy; deep reinforcement; energy; energy management ... See more keywords
A training strategy for hybrid models to break the curse of dimensionality
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DOI: 10.1371/journal.pone.0274569
Abstract: Mechanistic/data-driven hybrid modeling is a key approach when the mechanistic details of the processes at hand are not sufficiently well understood, but also inferring a model purely from data is too complex. By the integration… read more here.
Keywords: training strategy; hybrid models; strategy hybrid; strategy ... See more keywords