PEM Fuel Cell Modeling by Application of the Rough Sets Theory

Aleksandar Stjepanović, Mirko Stojčić, Miroslav Kostadinovic, Goran Jauševac, Gordana Jotanović, Goran Kuzmic
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Abstract

The conversion of various forms of energy into electricity has been known for decades. As a basis for qualitative analysis, the application of the method based on the Rough Sets Theory (RST) was chosen. The created model contains rules in the If... Then form, which describe the influence of the value of input parameters (attributes) on the output value (nafion_percent). One of the main parameters of the fuel cell is nafion_percent. The paper uses a dataset about Nafion 112 membrane standard tests and MEA (Membrane Electrode Assembly) activation tests of PEMFC (Proton Exchange Membrane Fuel Cells in various operation conditions. PEMFCs with optimal characteristics and a low failure rate are of great importance for Fuel Cell Electric Vehicles (FCEV).
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基于粗糙集理论的PEM燃料电池建模
把各种形式的能量转化为电能已经知道几十年了。作为定性分析的基础,选择了基于粗糙集理论(RST)的方法。创建的模型包含If…然后是表单,它描述了输入参数(属性)的值对输出值(百分比)的影响。燃料电池的主要参数之一是百分含量。本文使用了质子交换膜燃料电池(PEMFC)在不同运行条件下的Nafion 112膜标准测试和MEA(膜电极组件)激活测试数据集。性能优良、故障率低的pemfc对于燃料电池电动汽车(FCEV)具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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