Performance improvement of solid oxide fuel cells by combining three-dimensional CFD modeling, artificial neural network and genetic algorithm

Guoping Xu,Zeting Yu,Lei Xia,Changjiang Wang,Shaobo Ji

Energy Conversion and Management（2022）

引用 16|浏览1

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摘要

•A three-dimensional CFD model aiming to improve SOFC’s performance was developed.•Nineteen artificial intelligence algorithms were examined and used to train the database.•Genetic algorithm was employed to optimize the power output of SOFC.

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关键词

Optimization,Computational fluid dynamic,Solid oxide fuel cell,Artificial neural network,Genetic algorithm

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