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Intelligent Control for Improvements in PEM Fuel Cell Flow Performance 被引量:2

Intelligent Control for Improvements in PEM Fuel Cell Flow Performance
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摘要 The performance of fuel cells and the vehicle applications they are embedded into depends on a delicate balance of the correct temperature, humidity, reactant pressure, purity and flow rate. This paper successfully investigates the problem related to flow control with implementation on a single cell membrane electrode assembly (MEA). This paper presents a systematic approach for performing system identification using recursive least squares identification to account for the non-linear parameters of the fuel cell. Then, it presents a fuzzy controller with a simplified rule base validated against real time results with the existing flow controller which calculates the flow required from the stoichiometry value. The performance of fuel cells and the vehicle applications they are embedded into depends on a delicate balance of the correct temperature, humidity, reactant pressure, purity and flow rate. This paper successfully investigates the problem related to flow control with implementation on a single cell membrane electrode assembly (MEA). This paper presents a systematic approach for performing system identification using recursive least squares identification to account for the non-linear parameters of the fuel cell. Then, it presents a fuzzy controller with a simplified rule base validated against real time results with the existing flow controller which calculates the flow required from the stoichiometry value.
出处 《International Journal of Automation and computing》 EI 2008年第2期145-151,共7页 国际自动化与计算杂志(英文版)
关键词 Fuel cell FUZZY system identification flow control Fuel cell fuzzy system identification flow control
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参考文献7

  • 1M.Ceraolo,,C.Miulli,A.Pozio.Modelling Static and Dy- namic Behaviour of Proton Exchange Membrane Fuel Cells on the Basis of Electro-chemical Description[].Journal of Power Sources.2003
  • 2J.Golbert,D.R.Lewin.Model-based Control of Fuel Cell: (i)Regulatory control[].Journal of Power Sources.2004
  • 3O.Nelles.Nonlinear System Identification[]..2004
  • 4Jay T P,Stefanopoulou A G,Huei P.Control of fuelcell breathing[].IEEE Control Systems Magazine.2004
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  • 6Aniruddha Paradkar Asad Davari Ali Feliachi and Tamal Biswas.Integration of a fuel cell into the power system using an optimal controller based on disturbance accommodation control theory[].Journal of Power Sources.2004
  • 7J. O. Schumacher P. Gemmar.Control of miniature proton exchange membrane fuel cells based on fuzzy logic[].Journal of Power Sources.2004

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