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Model identification of a Proton-Exchange Membrane Fuel-Cell from an input-output experiment: The diffusive representation approach

机译:基于输入输出实验的质子交换膜燃料电池模型辨识:扩散表示法

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This paper proposes a diffusive Proton-Exchange Membrane (PEM) Fuel-Cell (FC) model that reproduces the static and low-frequency dynamic characteristic of a PEMFC. Due to the nature of physical phenomena involved in a PEMFC, a fractional operator is a good candidate for describing its input-output behavior. In this paper, this operator is replaced by a well suited representation called “diffusive model” which simplifies its analysis and which leads to numerical realizations suitable for identification purposes. The diffusive model is approximated by a finite dimensional model that allows to formulate an optimization problem of least square error type to estimate the model distribution. The diffusive model is identified by means of experimental measurements of current (input) and voltage (output) in the FC. The obtained model is simple and can be used in systems that require real-time emulators or complex long-time simulations. The experimental results using the Ballard NEXA 1.2 kW fuel cell validate the advantages of the diffusive model.
机译:本文提出了一种扩散质子交换膜(PEM)燃料电池(FC)模型,该模型再现了PEMFC的静态和低频动态特性。由于PEMFC中涉及的物理现象的性质,分数运算符是描述其输入输出行为的理想选择。在本文中,该运算符被一个称为“扩散模型”的非常合适的表示形式所取代,该表示形式简化了其分析并导致了适用于识别目的的数值实现。扩散模型由有限维模型近似,该有限维模型允许制定最小二乘误差类型的优化问题来估计模型分布。扩散模型通过FC中电流(输入)和电压(输出)的实验测量来识别。所获得的模型很简单,可用于需要实时仿真器或复杂的长时间仿真的系统中。使用Ballard NEXA 1.2 kW燃料电池的实验结果验证了扩散模型的优势。

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