[HTML][HTML] Recent development in degradation mechanisms of proton exchange membrane fuel cells for vehicle applications: problems, progress, and perspectives

Z Liu, S Cai, Z Tu, SH Chan - Energy Storage and Saving, 2024 - Elsevier
Due to its zero emissions, high efficiency and low noise, proton exchange membrane fuel
cell (PEMFC) is full of potential for the application of vehicle power source. Nonetheless, its …

Dynamic thermal management of proton exchange membrane fuel cell vehicle system using the tube-based model predictive control

J Cao, C Yin, R Wang, R Li, R Liu, H Tang - International Journal of …, 2024 - Elsevier
The thermal management of proton exchange membrane fuel cell crucially impacts the
performance and durability of fuel cell vehicle systems. Optimized temperature control is …

A new strategy for prediction of water qualitative and quantitative parameters by deep learning-based models with determination of modelling uncertainties

M Poursaeid, AH Poursaeed - Hydrological Sciences Journal, 2024 - Taylor & Francis
This study presents a new method based on three types of deep learning-based models
(DLM) for estimation of water parameters. The DLM models were recurrent neural networks …

Design of 2DOF control system fused with artificial intelligence for power enhancement and mitigation of degradation in fuel cell systems

F Kendir, T Kumbasar - Expert Systems with Applications, 2024 - Elsevier
Abstract The commercialization of Fuel Cell Systems (FCSs) faces a key obstacle in the form
of limited cell lifespan and resultant cell degradation. This paper introduces a new approach …

[HTML][HTML] Experimental study of phase change heat dissipation system based on hydrogen fuel cell

J Bai, H Fan, S Cui, L Wang, S He, M Chen… - Case Studies in Thermal …, 2024 - Elsevier
In order to improve the internal heat dissipation efficiency of the proton exchange membrane
fuel cell, this paper designs and builds a set of fuel cell heat dissipation system experimental …

[PDF][PDF] Recent development in degradation mechanisms of proton exchange

Z Liu, S Cai, Z Tu, SH Chan - newswise.com
Due to its zero emissions, high efficiency and low noise, proton exchange membrane fuel
cell (PEMFC) is full of potential for the application of vehicle power source. Nonetheless, its …

Research on the thermal management control strategy of electric vehicles based on the Soft Actor-Critic algorithm

X Yuan, Z Sun, X Liu, Y Wang, C Su - Available at SSRN 4683827 - papers.ssrn.com
This paper presents a thermal management control strategy for electric vehicles that utilizes
the Soft Actor-Critic (SAC) algorithm, a form of deep reinforcement learning. The paper …