| 基于模拟退火算法的燃料电池建模 |
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| 引用本文： | 仲志丹,朱新坚,曹广益. 基于模拟退火算法的燃料电池建模[J]. 电池, 2006, 36(5): 398-400 |
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| 作者姓名： | 仲志丹 朱新坚 曹广益 |
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| 作者单位： | 上海交通大学燃料电池研究所,上海,200030;上海交通大学燃料电池研究所,上海,200030;上海交通大学燃料电池研究所,上海,200030 |
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| 基金项目： | 国家高技术研究发展计划(863计划) |
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| 摘 要： | 提出了一种基于模拟退火算法的优化建模方法,描述了模拟退火算法在燃料电池建模研究中的应用。结果表明,这种方法建立的数学模型和实验数据之间能够达到很高的拟合精度,平均平方误差为0.000 3%,相关系数达99.9%,接近最优结果。
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| 关 键 词： | 燃料电池建模 质子交换膜燃料电池 模拟退火算法 |
| 文章编号： | 1001-1579(2006)05-0398-03 |
| 修稿时间： | 2006-08-19 |
Fuel cell modeling research based on simulated annealing algorithm |
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| ZHONG Zhi-dan,ZHU Xin-jian,CAO Guang-yi. Fuel cell modeling research based on simulated annealing algorithm[J]. Battery Bimonthly, 2006, 36(5): 398-400 |
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| Authors: | ZHONG Zhi-dan ZHU Xin-jian CAO Guang-yi |
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| Abstract: | An effective optimization modeling strategy of fuel cell based on simulated annealing algorithm(SAA) was proposed.For the demonstration purpose,SAA was used as a example to find a set of optimized coefficients in the proton exchange membrane fuel cell(PEMFC) polar curve model.The result showed that the optimized model could fit the experiment data very well with the mean square error only 0.000 3% and correlation coefficient as high as 99.9%,which were very close to the results gotten by conventional approach. |
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| Keywords: | fuel cell modeling PEMFC simulated annealing algorithm |
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