Artificial intelligence-based multi-objective optimisation for proton exchange membrane fuel cell: A literature review

Z Feng, J Huang, S Jin, G Wang, Y Chen - Journal of Power Sources, 2022 - Elsevier
Proton exchange membrane fuel cells (PEMFCs) are promising devices for converting
chemical energy into electrical energy due to their versatile properties, such as high power …

Intelligence techniques in sustainable energy: analysis of a decade of advances

JD Velasquez, L Cadavid, CJ Franco - Energies, 2023 - mdpi.com
In the last decade, many artificial intelligence (AI) techniques have been used to solve
various problems in sustainable energy (SE). Consequently, an increasing volume of …

[HTML][HTML] Real-time prediction models for remaining cold start time in proton exchange membrane fuel cell based on stack temperature

H Zhang, Y Wang, S He, M Gao - Case Studies in Thermal Engineering, 2023 - Elsevier
In order to mitigate the irreversible damage caused by cold start and preserve cell
performance, this paper proposes a real-time prediction method based on the remaining …

Investigation of porous media effects on lithium-ion battery thermal management

A Kaabinejadian, HA Ahmadi, M Moghimi - Journal of Thermal Analysis …, 2020 - Springer
The utilization of porous media and its effects on thermal management of internally cooled
lithium-ion battery with the aid of porous media has been investigated. Two different …

Multi-Objective Operating Parameters Optimization for the Start Process of Proton Exchange Membrane Fuel Cell Stack with Non-Dominated Sorting Genetic …

Z Liu, H Chen, T Zhang, C Meuser… - Journal of The …, 2024 - iopscience.iop.org
Proton exchange membrane fuel cell (PEMFC) is one of the most promising energy
conversion devices in the world. Performance, durability, and cost are the key issues …

[HTML][HTML] Improving Proton Exchange Membrane Fuel Cell Operational Reliability Through Cabin-Based Fuzzy Control in Costal Standalone Observation Systems in …

J Wang, Y Dou, G Zuo, B Fan, Y Xing - Journal of Marine Science and …, 2025 - mdpi.com
Hydrogen energy generation plays a crucial role in enhancing the utilization of clean energy
at coastal stations with abundant wind and solar resources in Antarctica. In response to the …

Modeling of Proton Exchange Membrane Fuel Cell Stack and Start Strategy Optimization with a Multi-Objective Genetic Algorithm

Z Liu, HC Chen, T Zhang, T von Unwerth… - ECS …, 2023 - iopscience.iop.org
This paper proposes a non-dominated sorting genetic algorithm II (NSGA-II) for optimizing
the startup strategy of a proton exchange membrane fuel cell (PEMFC) stack to improve the …

Multi-Objective Optimization of Real-Time Parameters for Thermal Management System of Hypersonic Vehicle Actuating System

Q Zhang, Z Wang, Y Yao, Y Li, J Sun… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Hypersonic vehicle actuating system will endurance great thermal load when it re-enters the
atmosphere. Pump-controlled loop pipe (PCLP) is widely used to dissipate its thermal load …

Constrained multi-objective optimization of helium liquefaction cycle

M Shi, T Shi, L Shi, Z Ouyang, J Li - Thermal Science, 2024 - doiserbia.nb.rs
The helium cryo-plant is an indispensable subsystem for the application of low temperature
superconductors in large-scale scientific facilities. However, it is important to note that the …

Compromise Between Power Density and Durability of a PEM Fuel Cell Operating Under Flood Conditions

H Abdi, N Ait Messaoudene, MW Naceur - Advances in Renewable …, 2021 - Springer
It is well known that an adequate choice of operating parameters can result in a high power
density and an extension life of a proton exchange membrane fuel cell PEMFC. The aim of …