Global sensitivity analysis of proton exchange membrane fuel cell model

Brahim Laoun, Mohamed W. Naceur, Abdallah Khellaf, Arunachala Mada Kannan

Research output: Contribution to journalArticlepeer-review

21 Scopus citations

Abstract

A global sensitivity technic enhanced by variance method is applied to a model that simulate the power output of a proton exchange membrane fuel cell (PEMFC). The objectives are to demonstrate how the global sensitivity method is applied to a PEMFCs theoretical model and to visualize the sensitivity indices of partial pressure of reactant gases, temperature, current density, membrane cross section and thickness, gas diffusion layer porosity and thickness on the power performance of the PEMFC. Results show that the current density, temperature, membrane thickness, gas diffusion layer thickness and porosity, are the sensitive parameters with the dominant influence from the current density and membrane thickness. In addition, it is found that the pressure of hydrogen, pressure of oxygen and membrane cross section are the relatively lesser sensitive parameters.

Original languageEnglish (US)
Pages (from-to)9521-9528
Number of pages8
JournalInternational Journal of Hydrogen Energy
Volume41
Issue number22
DOIs
StatePublished - Jun 15 2016

Keywords

  • Electrochemical model
  • Global sensitivity analysis
  • PEM fuel cell
  • Variance based method

ASJC Scopus subject areas

  • Renewable Energy, Sustainability and the Environment
  • Fuel Technology
  • Condensed Matter Physics
  • Energy Engineering and Power Technology

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