Active fault-tolerant coordination energy management for a proton exchange membrane fuel cell using curriculum-based multiagent deep meta-reinforcement learning
J Li, T Zhou - Renewable and Sustainable Energy Reviews, 2023 - Elsevier
This paper addresses the challenge of active fault-tolerant coordination control (AFTCC) for
proton exchange membrane fuel cells (PEMFCs), which are complex nonlinear systems with …
proton exchange membrane fuel cells (PEMFCs), which are complex nonlinear systems with …
Performance evaluation of a novel self-tuning particle swarm optimization algorithm-based maximum power point tracker for porton exchange membrane fuel cells …
The power generated by a proton exchange membrane fuel cell (PEMFC) is heavily
impacted by the change in membrane water content (MWC) and cell temperature. Since …
impacted by the change in membrane water content (MWC) and cell temperature. Since …
Feedforward-decoupled closed-loop fuzzy proportion-integral-derivative control of air supply system of proton exchange membrane fuel cell
Z Liu, H Chen, L Peng, X Ye, S Xu, T Zhang - Energy, 2022 - Elsevier
Effective control strategies of air supply system are the key to guaranteeing reliability and
efficiency of the operation of the proton exchange membrane fuel cell (PEMFC) system. The …
efficiency of the operation of the proton exchange membrane fuel cell (PEMFC) system. The …
[HTML][HTML] Observer-based interval type-2 fuzzy PID controller for PEMFC air feeding system using novel hybrid neural network algorithm-differential evolution optimizer
MS AbouOmar, Y Su, H Zhang, B Shi, L Wan - Alexandria Engineering …, 2022 - Elsevier
In this paper, a novel hybrid Neural Network Algorithm-Differential Evolution (NNA-DE)
optimizer which integrates both NNA and DE is proposed. The proposed hybrid NNA-DE …
optimizer which integrates both NNA and DE is proposed. The proposed hybrid NNA-DE …
A long‐term energy management strategy for fuel cell electric vehicles using reinforcement learning
YF Zhou, LJ Huang, XX Sun, LH Li, J Lian - Fuel Cells, 2020 - Wiley Online Library
The two power sources of a fuel cell electric vehicle (FCEV) are proton electrolyte
membrane fuel cell (PEMFC) and Li‐ion battery (LIB). The health status of PEMFC and LIB …
membrane fuel cell (PEMFC) and Li‐ion battery (LIB). The health status of PEMFC and LIB …
A new adaptive type-II fuzzy-based deep reinforcement learning control: fuel cell air-feed sensors control
M Gheisarnejad, J Boudjadar… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
This paper proposes a new adaptive controller for air-feed on proton exchange membrane
fuel cell (PEMFC) plants. The oxygen excess ratio is first regulated by a single input interval …
fuel cell (PEMFC) plants. The oxygen excess ratio is first regulated by a single input interval …
MPPT of PEM fuel cell using PI-PD controller based on golden jackal optimization algorithm
Subversive environmental impacts and limited amounts of conventional forms of energy
necessitate the utilization of renewable energies (REs). Unfortunately, REs such as solar …
necessitate the utilization of renewable energies (REs). Unfortunately, REs such as solar …
Robust model-free adaptive interval type-2 fuzzy sliding mode control for PEMFC system using disturbance observer
AM Omer Abbaker, H Wang, Y Tian - International Journal of Fuzzy …, 2020 - Springer
This paper proposes a novel robust model-free adaptive interval type-2 fuzzy sliding mode
control (MF-AIT2FSMC) for the proton exchange membrane fuel cell (PEMFC) system using …
control (MF-AIT2FSMC) for the proton exchange membrane fuel cell (PEMFC) system using …
Evaluation method of oxygen excess ratio control under typical control laws for proton exchange membrane fuel cells
For real-used proton exchange membrane fuel cells (PEMFC), it is critical to design an
effective controller and evaluate its performance. Current evaluations of controllers are often …
effective controller and evaluate its performance. Current evaluations of controllers are often …
Indirect P&O type-2 fuzzy-based adaptive step MPPT for proton exchange membrane fuel cell
The output power of the fuel cell depends on the operating conditions, such as the
temperature and membrane water content. Therefore, a robust maximum power point …
temperature and membrane water content. Therefore, a robust maximum power point …