质子交换膜燃料电池建模方法概述

Review on Modeling Methods for Proton Exchange Membrane Fuel Cell

  • 摘要: 燃料电池的高效、精确建模预测技术对于其在交通、发电等领域的应用推广极为重要。本文概述了质子交换膜燃料电池反应机理及建模方法,重点分析了多种维度的机理建模方法与不同算法的数据驱动建模方法,展望了建模方法在燃料电池性能优化、寿命预测及故障诊断等方向的技术应用与发展趋势。

     

    Abstract: The efficient and accurate prediction with fuel cell modeling technology is critical to its commercialization for transportation and power station applications.In this paper, the reaction mechanism and modeling methods of proton exchange membrane fuel cells are reviewed.The multidimensional mechanism modeling methods and various data-driven based methods are summarized.The potential applications of modeling methods on fuel cell performance optimization, lifetime prediction and fault diagnosis are also prospective.

     

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