A new adaptive controller based on distributed deep reinforcement learning for PEMFC air supply system
Sign Up to like & getrecommendations! Published in 2021 at "Energy Reports"
DOI: 10.1016/j.egyr.2021.02.043
Abstract: Abstract To better control the PEMFC air flow, this paper introduces a distributed deep reinforcement learning-based adaptive proportional integral (PI) controller for controlling air flow in a proton exchange membrane fuel cell (PEMFC). In this… read more here.
Keywords: pemfc air; distributed deep; controller; exploration ... See more keywords
Observer-Based Composite Adaptive Type-2 Fuzzy Control for PEMFC Air Supply Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2020.3041297
Abstract: Polymer electrolyte membrane fuel cell (PEMFC) air supply systems are usually affected negatively by model uncertainties, external disturbance, and unmeasured variables. In this article, we propose a composite adaptive type-2 fuzzy controller based on a… read more here.
Keywords: air supply; composite adaptive; type fuzzy; supply systems ... See more keywords