Deep reinforcement learning based energy management strategies for electrified vehicles: Recent advances and perspectives
Electrified vehicles provide an effective solution to address the unfavorable impacts of fossil
fuel use in the transportation sector. Energy management strategy (EMS) is the core …
fuel use in the transportation sector. Energy management strategy (EMS) is the core …
PEMFC performance at nonstandard operating conditions: A review
For successful operation of a fuel cell, its lifetime should be at least 40,000 h. Durability tests
are usually limited by certain/standard conditions. On the other hand, operation of a proton …
are usually limited by certain/standard conditions. On the other hand, operation of a proton …
Modeling and thermal management of proton exchange membrane fuel cell for fuel cell/battery hybrid automotive vehicle
The proton exchange membrane fuel cell (PEMFC) stack is a key component in the fuel
cell/battery hybrid vehicle. Thermal management and optimized control of the PEMFC under …
cell/battery hybrid vehicle. Thermal management and optimized control of the PEMFC under …
A comparative study: The effect of current loading modes on the cold start-up process of PEMFC stack
The start-up of the proton exchange membrane fuel cell (PEMFC) at temperatures below the
freezing point is considered one of the major obstacles hindering the widespread …
freezing point is considered one of the major obstacles hindering the widespread …
Influence of cathode channel blockages on the cold start performance of proton exchange membrane fuel cell: A numerical study
AM Dafalla, L Wei, Z Liao, J Guo, F Jiang - Energy, 2023 - Elsevier
Proton exchange membrane fuel cell (PEMFC) performance is mainly limited by the oxygen
transport to the cathode catalyst layer. Using gas flow channel blockages can effectively …
transport to the cathode catalyst layer. Using gas flow channel blockages can effectively …
An efficient cold start strategy for proton exchange membrane fuel cell stacks
X Yang, J Sun, S Sun, Z Shao - Journal of Power Sources, 2022 - Elsevier
Starting the proton exchange membrane fuel cell (PEMFC) stack from subfreezing
temperatures is a remaining challenge for the commercialization of PEMFC vehicles. This …
temperatures is a remaining challenge for the commercialization of PEMFC vehicles. This …
Catalyst layer design with inhomogeneous distribution of platinum and ionomer optimal for proton exchange membrane fuel cell cold-start
L Yang, K Fu, X **, S Wang, Q Gan, Q Zhang… - Chemical Engineering …, 2022 - Elsevier
Performance of proton exchange membrane fuel cells under subfreezing environments is
restrained by the properties of electrode materials, for instance, the platinum and ionomer …
restrained by the properties of electrode materials, for instance, the platinum and ionomer …
A novel thermal management for PEM fuel cell stack combining phase change materials with liquid cooling under low temperature condition
Q Cao, H Min, H Zhao, W Sun, Y Yu, Z Zhang… - Applied Thermal …, 2024 - Elsevier
In this study, a low-temperature thermal management system (TMS) that combines a phase-
change material (PCM) with liquid cooling for the cold start of a proton exchange membrane …
change material (PCM) with liquid cooling for the cold start of a proton exchange membrane …
Experimental study of the thermal and power performances of a proton exchange membrane fuel cell stack affected by the coolant temperature
Q Liu, H Xu, Z Lin, Z Zhu, H Wang, Y Yuan - Applied Thermal Engineering, 2023 - Elsevier
The optimization of thermal management (ie improving heat generation and dissipation) in a
proton exchange membrane fuel cell (PEMFC) is a vital method to enhance its energy …
proton exchange membrane fuel cell (PEMFC) is a vital method to enhance its energy …
Study on internal dynamic response during cold start of proton exchange membrane fuel cell with parallel and serpentine flow fields
X Yang, X Meng, J Sun, W Song, S Sun… - Journal of Power Sources, 2023 - Elsevier
A deeper understanding of the internal dynamics and transient phenomena during cold start
of proton exchange membrane fuel cell (PEMFC) is essential to inspire better strategies. In …
of proton exchange membrane fuel cell (PEMFC) is essential to inspire better strategies. In …