CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

A New Feedback Linearization-NSGA-II based Control Design for PEM Fuel Cell

by Alireza Abaspour, Nasrin Tadrisi Parsa, Mohammad Sadeghi
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 97 - Number 10
Year of Publication: 2014
Authors: Alireza Abaspour, Nasrin Tadrisi Parsa, Mohammad Sadeghi
10.5120/17044-7354

Alireza Abaspour, Nasrin Tadrisi Parsa, Mohammad Sadeghi . A New Feedback Linearization-NSGA-II based Control Design for PEM Fuel Cell. International Journal of Computer Applications. 97, 10 ( July 2014), 25-32. DOI=10.5120/17044-7354

@article{ 10.5120/17044-7354,
author = { Alireza Abaspour, Nasrin Tadrisi Parsa, Mohammad Sadeghi },
title = { A New Feedback Linearization-NSGA-II based Control Design for PEM Fuel Cell },
journal = { International Journal of Computer Applications },
issue_date = { July 2014 },
volume = { 97 },
number = { 10 },
month = { July },
year = { 2014 },
issn = { 0975-8887 },
pages = { 25-32 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume97/number10/17044-7354/ },
doi = { 10.5120/17044-7354 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:23:45.995766+05:30
%A Alireza Abaspour
%A Nasrin Tadrisi Parsa
%A Mohammad Sadeghi
%T A New Feedback Linearization-NSGA-II based Control Design for PEM Fuel Cell
%J International Journal of Computer Applications
%@ 0975-8887
%V 97
%N 10
%P 25-32
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper presents a new method to design nonlinear feedback linearization controller for polymer electrolyte membrane fuel cells (PEMFCs). A nonlinear controller is designed based on nonlinear model to prolong the stack life of PEM fuel cells. Since it is known that large deviations between hydrogen and oxygen partial pressures can cause severe membrane damage in the fuel cell, feedback linearization is applied to the PEM fuel cell system, thus the deviation can be kept as small as possible during disturbances or load variations. To obtain an accurate feedback linearization controller, tuning the linear parameters are always important. So in proposed study NSGA_II method was used to tune the designed controller in aim to decrease the controller tracking error. The simulation result showed that the proposed method tuned the controller efficiently.

References
  1. M. J. Khan and M. T. Labal, "Dynamic modeling and simulation of a fuel cell generator," Fuel Cells, vol. 5, no. 1, pp. 97–104, 2005.
  2. P. Famouri and R. S. Gemmen, "Electrochemical circuit model of a PEM fuel cell" in Proc. IEEE Power Eng. Soc. Gen. Meet. , Jul. 2003, vol. 3, pp. 13–17.
  3. C. Wang, M. H. Nehrir, and S. R. Shaw, "Dynamic model and model validation for PEM fuel cells using electrical circuits," IEEE Trans. Energy Convers. , vol. 20, no. 2, pp. 442–451, Jun. 2005.
  4. L. Y. Chiu, B. Diong, and R. S. Gemmen, "An improve small-signal mode of the dynamic behavior of PEM fuel cells," IEEE Trans. Ind. Appl. , vol. 40, no. 4, pp. 970–977, Jul. /Aug. 2004.
  5. J. M. Correa, F. A. Farret, and L. N. Canha, "An analysis of the dynamic performance of proton exchange membrane fuel cells using an electrochemical model," in Proc. 27th Annu. Conf. IEEE Ind. Electron. Soc. IECON 2001, vol. 1, pp. 141–146.
  6. C. J. Hatiziadoniu, A. A. Lobo, F Pourboghrat, and M. Daneshdoot, "A simplified dynamic model of grid connected fuel-cell generators" IEEE Trans. Power Del. , vol. 17, no. 2, pp. 467–473, Apr. 2002.
  7. M. Y. El-Sharkh, A. Rahman, M. S. Alamm, A. A. Sakla, P. C. Byrne, and T. Thomas, "Analysis of active and reactive power control of a standalone PEM fuel cell power plant" IEEE Trans. Power Del. , vol. 19, no. 4, pp. 2022–2028, Nov. 2004.
  8. A Sakhare, A Davari, and A Feliachi, "Fuzzy logic control of fuel cell for stand-alone and grid connection" J. Power Sources, vol. 135, no. 1/2, pp. 165–176, Sep. 2004. [ 0] P. E. M. Almeida and M. Godoy, "Neural optimal control of PEM fuel cells with parametric CMAC network" IEEE Trans. Ind. Appl. , vol. 41, no. 1, pp. 237–245, Jan. /Feb. 2005. [1 ] Woon ki Na and Bei Gou, "Feedback Linearization Based Nonlinear Control for PEM Fuel Cells" IEEE Transaction on Energy Conversio
  9. W. Yang, B. Bates, N. Fletcher, and R. Pow, "Control challenges and methodologies in fuel cell vehicle development," presented at the SAE, Paper 98C054, 1998.
  10. L. Y. Chiu, B. Diong, and R. S. Gemmen, "An improve small-signal mode of the dynamic behavior of PEM fuel cells," IEEE Trans. Ind. Appl. , vol. 40, no. 4, pp. 970–977, Jul. /Aug. 2004.
  11. A. Isidori,"Nonlinear Control Systems", 3rd ed. London, U. K. : SpringerVerlag, 1995.
  12. M. A. Henson and D. E. Seborg, "Critique of exact linearization strategies for process control" J. Process Control, vol. 1, pp. 122–139, May 1991.
  13. J. J. E. Slotine and W. Li,"Applied Nonlinear Control. " Englewood Cliffs, NJ: Prentice-Hall, 1991
  14. A. Abaspour, M. Sadeghi, S. H. Sadati, "Using fuzzy logic in dynamic inversion flight controller with considering uncertainties " 13th Iranian Conference on Fuzzy Systems (IFSC), 2013.
Index Terms

Computer Science
Information Sciences

Keywords

Nonlinear dynamic model Polymer electrolyte membrane Fuel cells Feedback linearization Optimal control NSGA_II.

Powered by PhDFocusTM