Multi-objective optimization of ice distribution uniformity and startup failure time for cold start of PEMFC catalyst layer based on CTnet and PSO-GA

Liu, Zhuwei; Mao, Xuping; Kang, Zehao; Huang, Yin; Zhang, Zhi; Xuan, Dongji

doi:10.1016/j.fuel.2024.130922

Fuel

2024

DOI: 10.1016/j.fuel.2024.130922

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Multi-objective optimization of ice distribution uniformity and startup failure time for cold start of PEMFC catalyst layer based on CTnet and PSO-GA

Zhuwei Liu,

Xuping Mao,

Zehao Kang

et al.

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Multi-objective optimization of ice distribution uniformity and startup failure time for cold start of PEMFC catalyst layer based on CTnet and PSO-GA

Cited by 3 publications

References 44 publications

Multi-objective decoupling control of thermal management system for PEM fuel cell

Multi-objective decoupling control of thermal management system for PEM fuel cell

Synergistic optimization for inlet parameters of proton exchange membrane fuel cells based on improved fuzzy grey relational analysis

Advancements in evaporation prediction: introducing the Gated Recurrent Unit–Multi-Kernel Extreme Learning Machine (MKELM)–Gaussian Process Regression (GPR) model

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