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基于1stOpt的质子交换膜燃料电池模型优化

王恺尔 叶美盈 许友生

电源技术2009,Vol.33Issue(8):698-700,3.
电源技术2009,Vol.33Issue(8):698-700,3.

基于1stOpt的质子交换膜燃料电池模型优化

Proton exchange membrane fuel cell model optimization based on 1stOpt

王恺尔 1叶美盈 1许友生1

作者信息

  • 1. 浙江师范大学,数理与信息工程学院,浙江,金华,321004
  • 折叠

摘要

Abstract

Proton exchange membrane fuel cell (PEMFC) is strongly nonlinear, since it is affected by temperature, pressure and some external factors as well as its structure. Furthermore, in PEMFC mathematical model there are many parameters difficult to be optimized by traditional technology as least square. The Levenberg-Marquardt + Universal Global Optimization of 1stOpt was applied to optimize a set of parameters in the PEMFC polarization curve model, avoiding the troubles and imprecise modeling result from inappropriate initial value guesses. Through simulation and experiment, the results show that 1stOpt has an excellent modeling ability, which makes it an ideal, practical and efficient method in PEMFC model optimization.

关键词

质子交换膜燃料电池/建模/优化

Key words

proton exchange membrane fuel cell/ modeling/ optimization

分类

信息技术与安全科学

引用本文复制引用

王恺尔,叶美盈,许友生..基于1stOpt的质子交换膜燃料电池模型优化[J].电源技术,2009,33(8):698-700,3.

基金项目

国家自然科学基金(10572130) (10572130)

电源技术

OA北大核心CSCDCSTPCD

1002-087X

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