Parameter estimation of a proton-exchange membrane fuel cell using voltage-current data

Chemical Engineering Science

Volumn 55, Issue 12, 2000, Pages 2237-2247

  Suares, Glen E ^a   Hoo, Karlene A ^b  

^a University of South Carolina   (United States)

^b Department of Electrical and Computer Engineering   (United States)

Author keywords

All at once; Constrained optimization; Nonlinear programming; Orthogonal collocation

Indexed keywords

CONSTRAINT THEORY; CURRENT VOLTAGE CHARACTERISTICS; ION EXCHANGE MEMBRANES; MATHEMATICAL MODELS; OPTIMIZATION; PARAMETER ESTIMATION; PROTONS; QUADRATIC PROGRAMMING;

CONSTRAINED OPTIMIZATION; ORTHOGONAL COLLOCATION; PROTON EXCHANGE MEMBRANE;

FUEL CELLS;

FUEL CELL; MATHEMATICAL MODELING; MEMBRANE STRUCTURE;

EID: 0034628882     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0009-2509(99)00508-4     Document Type: Article

References (14)

1. Amphlett J.C., Baumert R.M., Mann R.F., Peppley B.A., Roberge P.R., Harris T.J. Performance modeling of the ballard mark iv solid polymer electrolyte fuel cell, i. mechanistic model development. Journal of the Electrochemical Society. 142:1995;1-8.
2. Amphlett J.C., Baumert R.M., Mann R.F., Peppley B.A., Roberge P.R., Harris T.J. Performance modeling of the ballard mark iv solid polymer electrolyte fuel cell, ii. empirical model development. Journal of the Electrochemical Society. 142:1995;9-15.
3. Bernardi D.M., Verbrugge M.W. Mathematical model of a gas diffusion electrode bonded to polymer electrolyte. A.I.Ch.E Journal. 37:1991;1151-1163.
4. Bernardi D.M., Verbrugge M.W. A mathematical model of the solid-polymer-electrolyte fuel cell. Journal of the Electrochemical Society. 139:1992;2477-2491.
5. Caracotsios M., Stewart W.E. Sensitivity analysis of initial value problems with mixed ODEs and algebraic equations. Computers in Chemical Engineering. 9:1985;359-365.
6. Dennis, J. E., & Schnabel, R. B. (1983). Numerical methods for unconstrained optimization and nonlinear equations. Englewood Cliffs, NJ: Prentice-Hall, Inc.
7. Edgar, T. F., & Himmelblau, D. M. (1988). Optimization of chemical processes. New York: McGraw-Hill.
8. Fuller T.F., Newman J. Water and thermal management in solid-polymer-electrolyte fuel cells. Journal of the Electrochemical Society. 140:1993;1218-1225.
9. Luenberger, D. G. (1989). Linear and nonlinear programming (2nd ed.). Reading, MA: Addison-Wesley.
10. Nguyen T.V., White R.E. A water and heat management model for proton-exchange-membrane fuel cells. Journal of the Electrochemical Society. 140:1993;2178-2186.
11. Springer T.E., Zawodinski T.A., Gottesfeld S. Polymer electrolyte fuel cell model. Journal of the Electrochemical Society. 138:1991;2334-2342.
12. Springer T.E., Wilson M.S., Gottesfeld S. Modeling and experimental diagnostics in polymer electrolyte fuel cells. Journal of the Electrochemical Society. 140:1993;3513-3526.
13. Suares G.E., Kosanovich K.A. Parameter estimation of a proton-exchange membrane fuel cell using sequential quadratic programming. Journal of the Electrochemical Society. 36:1997;4264-4272.
14. Tjoa I.-B., Biegler L.T. Simultaneous solution and optimization strategies for parameter estimation of differential-algebraic equation systems. Industrial and Engineering Chemistry Research. 30(2):1991;376-385.