Health-aware model predictive energy management for fuel cell electric vehicle based on hybrid modeling method
Fuel cell lifetime is strongly affected by dynamic conditions. Most existing energy
management works only focus on the fuel cell durability protection from the perspective of …
management works only focus on the fuel cell durability protection from the perspective of …
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 …
Fused multi-model predictive control with adaptive compensation for proton exchange membrane fuel cell air supply system
H Hu, K Ou, WW Yuan - Energy, 2023 - Elsevier
Regulating the air supply is crucial for high efficiency and reliable operation of proton
exchange membrane fuel cell systems (PEMFCs). In this study, a fused multi-model …
exchange membrane fuel cell systems (PEMFCs). In this study, a fused multi-model …
Feedback linearization-based MIMO model predictive control with defined pseudo-reference for hydrogen regulation of automotive fuel cells
Proton exchange membrane fuel cells (PEMFCs) possess the benefits of high conversion
efficiency, low operation noise and no pollution which are considered as potential power …
efficiency, low operation noise and no pollution which are considered as potential power …
Active disturbance rejection control strategy for PEMFC oxygen excess ratio based on adaptive internal state estimation using unscented Kalman filter
H Yue, H He, M Han, S Gong - Fuel, 2024 - Elsevier
The effectiveness of gas flow control will significantly affect the output performance of the
PEMFC, however, the gas state inside the cathode is difficult to observe due to the tightness …
PEMFC, however, the gas state inside the cathode is difficult to observe due to the tightness …
Disturbance prediction-based enhanced stochastic model predictive control for hydrogen supply and circulating of vehicular fuel cells
Hydrogen supply and circulating in vehicular fuel cells is crucial for their output capability
and lifetime. In this article, an enhanced multiple-input multiple-output (MIMO) model …
and lifetime. In this article, an enhanced multiple-input multiple-output (MIMO) model …
A novel data-driven energy management strategy for fuel cell hybrid electric bus based on improved twin delayed deep deterministic policy gradient algorithm
R Huang, H He - International Journal of Hydrogen Energy, 2024 - Elsevier
With the prosperity of artificial intelligence in recent years, energy management strategies
(EMSs) based on deep reinforcement learning (DRL) have become the mainstream …
(EMSs) based on deep reinforcement learning (DRL) have become the mainstream …
Experimental analysis of the performance of the air supply system in a 120ákW polymer electrolyte membrane fuel cell system
B Zhang, X Wang, D Gong, S Xu - International Journal of Hydrogen Energy, 2022 - Elsevier
For analyzing the performance of 120ákW polymer electrolyte membrane fuel cell (PEMFC)
system and its air supply system, an air system test bench was built, then applied on a …
system and its air supply system, an air system test bench was built, then applied on a …
Net power enhancement of pemfc system based on dual loop multivariable coordinated management
A dual loop multivariable coordinated management (DLMCM) is proposed in this article
dealing with the existed nonlinearity and strong coupling between operating parameters …
dealing with the existed nonlinearity and strong coupling between operating parameters …
Nonlinear model predictive control for efficient and robust airpath management in fuel cell vehicles
A Mele, P Dickinson, M Mattei - International Journal of Hydrogen Energy, 2023 - Elsevier
The fuel cell airpath multivariable control problem of optimally coordinating the electric
compressor motor and the back-pressure valve to achieve efficient and safe conditions, for …
compressor motor and the back-pressure valve to achieve efficient and safe conditions, for …