A survey on active fault-tolerant control systems

A Abbaspour, S Mokhtari, A Sargolzaei, KK Yen - Electronics, 2020 - mdpi.com
Faults and failures in the system components are two main reasons for the instability and the
degradation in control performance. In recent decades, fault-tolerant control (FTC) …

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 …

Adaptive fault-tolerant control for nonlinear high-order fully-actuated systems

X Liu, M Chen, L Sheng, D Zhou - Neurocomputing, 2022 - Elsevier
In this paper, an adaptive fault-tolerant control (FTC) strategy is proposed for a class of high-
order fully-actuated (HOFA) systems. A pre-closed-loop treatment is presented to simplify the …

An unknown input nonlinear observer based fractional order PID control of fuel cell air supply system

D Zhao, F Li, R Ma, G Zhao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Maintaining the cathode pressure stable and avoiding oxygen starvation are crucial for the
air supply of proton exchange membrane fuel cell (PEMFC). In most applications, the …

An adaptive sliding mode observer based near-optimal OER tracking control approach for PEMFC under dynamic operation condition

Y Zhu, J Zou, S Li, C Peng - International Journal of Hydrogen Energy, 2022 - Elsevier
Tracking control of oxygen excess ratio (OER) is crucial for dynamic performance and
operating efficiency of the proton exchange membrane fuel cell (PEMFC). OER tracking …

Fixed time adaptive fault tolerant sliding mode control of PEMFC air supply system

Z Wang, X Guo, Z Dong, N Fan, S Cao - International Journal of Hydrogen …, 2024 - Elsevier
Guaranteeing rapid management of oxygen excess ratio (OER) for proton exchange
membrane fuel cells (PEMFC) under load variations is a challenge with practical …

Evaluation method of oxygen excess ratio control under typical control laws for proton exchange membrane fuel cells

F Yang, Y Li, D Chen, S Hu, X Xu - International Journal of Hydrogen …, 2023 - Elsevier
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 …

Multi-agent deep meta-reinforcement learning-based active fault tolerant gas supply management system for proton exchange membrane fuel cells

J Li, Y Cheng, H Yu, H Du, H Cui - Etransportation, 2023 - Elsevier
The output performance of proton exchange membrane fuel cells (PEMFCs) is highly
susceptible to the influence of various parameters, which in turn are affected by PEMFC …

Modeling and control for PEMFC hydrogen management subsystem based on neural network compensation and prescribed tracking accuracy

Y Wang, G Wu, Y Wang - Fuel, 2023 - Elsevier
The hydrogen management subsystem plays an important role in fuel cell automobiles as it
impacts the output performance of the polymer electrolyte membrane fuel cell (PEMFC). This …

Adaptive neural control of PEMFC system based on data-driven and reinforcement learning approaches

C Lin-Kwong-Chon, C Damour, M Benne… - Control Engineering …, 2022 - Elsevier
Proton exchange membrane fuel cell systems are being increasingly put forward as
hydrogen energy carrier converters. Recent advancements in reliability strategies have …