PEM fuel cell modeling using differential evolution

被引：110

作者：

Chakraborty, Uday K. ^{[1
]}

Abbott, Travis E. ^{[1
]}

Das, Sajal K. ^{[2
]}

机构：

[1] Univ Missouri, Dept Math & Comp Sci, St Louis, MO 63121 USA

[2] Univ Texas Arlington, Dept Comp Sci & Engn, Arlington, TX 76019 USA

来源：

ENERGY | 2012年 / 40卷 / 01期

基金：

美国国家科学基金会;

关键词：

Proton exchange membrane fuel cell; PEMFC stack; Differential evolution; Genetic algorithm; DYNAMIC-MODEL; PLANT;

D O I：

10.1016/j.energy.2012.01.039

中图分类号：

O414.1 [热力学];

学科分类号：

摘要：

This paper develops a differential-evolution-based solution for the problem of proton exchange membrane fuel cell stack modeling. The problem is analytically intractable and computationally hard. The present paper produces results that outperform state-of-the-art approaches on three performance metrics: solution quality corresponding to a given cost, cost of finding a solution of a given quality, and frequency of producing an optimal or near-optimal solution. (C) 2012 Elsevier Ltd. All rights reserved.

引用

页码：387 / 399

页数：13

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