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A multi-objective optimization framework for functional layer design in solid oxide electrolysis cells

delete2025-07-29
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OA
AI
H
Hassan Salihi
K
Kisung Lim
N
Neil Vaz
S
Sun‐Dong Kim
H
Hyunchul Ju *
DOI:10.1016/j.matdes.2025.114486delete
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Abstract

Abstract

En 中文
• SOEC functional layer design via multi-objective optimization framework is developed. • MLP surrogate trained on data from detailed 3D Multiphysics SOEC model. • Optimization shows trade-offs between performance and cost on the Pareto front. • Optimal designs cut cell voltage to 1.288 V and stack cost to $0.126/kW.
Keywords:
Solid oxide electrolysis cell
Electrode design
Multi-objective optimization
Multiphysics simulation
Hydrogen production

Journal

M
Materials and Design
IF:
7.9
Papers:
1.9W
Citations:
9.8W

Organization

I
Inha University
Scholars:
1.1W
Papers: 1.1W
Citations: 1.1W
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