Modeling solid oxide fuel cells using continuous-time recurrent fuzzy systems

Engineering Applications of Artificial Intelligence

Volumn 21, Issue 8, 2008, Pages 1289-1300

  Flemming, A ^a   Adamy, J ^a  

^a DARMSTADT UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

Continuous time recurrent fuzzy system; Nonlinear time variant model; Qualitative modeling; Solid oxide fuel cell

Indexed keywords

ELECTRIC BATTERIES; ELECTROCHEMISTRY; FUEL CELLS; FUZZY LOGIC; FUZZY SYSTEMS; NICKEL OXIDE; SOLID OXIDE FUEL CELLS (SOFC);

CONTINUOUS-TIME; CONTINUOUS-TIME RECURRENT FUZZY SYSTEM; DYNAMIC BEHAVIORS; DYNAMICAL MODELS; ELECTRICAL BEHAVIORS; MESH POINTS; MODEL PARAMETERS; MODEL PERFORMANCES; MODELING; NONLINEAR TIME-VARIANT MODEL; QUALITATIVE MODELING; RECURRENT FUZZY SYSTEMS; SOLID OXIDE FUEL CELL; SOLID OXIDE FUEL CELLS;

CONTINUOUS TIME SYSTEMS;

EID: 54049133234     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2008.02.006     Document Type: Article

References (25)

1. Achenbach E. Response of a solid oxide fuel cell to load change. Journal of Power Sources 57 (1995) 105-109
2. Adamy, J., 1995. Device for early detection of runout in continuous casting. EP Priority Date 03.04.1995, European Patent 0819033B1 (1998), US Patent 5,904,202 (1999).
3. Adamy J., and Flemming A. Equilibria of continuous-time recurrent fuzzy systems. Fuzzy Sets and Systems 157 22 (2006) 2913-2933
4. Adamy J., and Kempf R. Regularity and chaos in recurrent fuzzy systems. Fuzzy Sets and Systems 140 2 (2003) 259-284
5. Adamy J., and Kempf R. A survey on fuzzy systems with inherent dynamics. Automatisierungstechnik 52 10 (2004) 459-469 (in German)
6. Badard R., and Pontet T. Continuous interpolation logic and qualitative modeling of flows. Fuzzy Sets and Systems 85 3 (1997) 355-371
7. di Sciascio, F., Carelli, R., 1996. Fuzzy modelling and identification of multilinear dynamical systems. In: Proceedings of 5th International Conference on Fuzzy Systems, vol. 2, FUZZ-IEEE 96, New Orleans, USA, pp. 848-854.
8. Gemmen R.S., and Johnson C.D. Effect of load transients on SOFC operation-current reversal on loss of load. Journal of Power Sources 144 (2005) 152-164
9. Gorrini, V., Bersini, H., 1994. Recurrent fuzzy systems. In: Proceedings of the 3rd IEEE Conference on Fuzzy Systems, vol. 1, Orlando, USA, pp. 193-198.
10. Hall D.J., and Colclaser R.G. Transient modeling and simulation of a tubular solid oxide fuel cell. IEEE Transactions on Energy Conversion 14 3 (1999) 749-753
11. Haschka M., Weickert T., Krebs V., Schäfer S., and Ivers-Tiffée E. Identification of a nonlinear model for the electrical behavior of a solid oxide fuel cell. Journal of Power Sources 156 1 (2006) 71-77
12. Ivers-Tiffée E., Weber A., Schmid K., and Krebs V. Macroscale modeling of cathode formation in SOFC. Solid State Ionics 174 (2004) 223-232
13. Jurado F. Modeling SOFC plants on the distribution system using identification algorithms. Journal of Power Sources 129 (2004) 205-215
14. Jurado, F., 2004b. Nonlinear model identification of fuel cell power plant. In: Proceedings of the 7th IEEE AFRICON, vol. 2, Gaborone, Botswana, pp. 769-774.
15. Jurado, F., Saenz, J.R., Fernández, L., 2004. Modeling fuel cell plants on the distribution system using identification algorithms. In: Proceedings of the IEEE 12th MELECON, Dubrovnik, Croatia.
16. Kempf R., and Adamy J. Equilibria of recurrent fuzzy systems. Fuzzy Sets and Systems 140 2 (2003) 231-257
17. Larminie J., and Dicks A. Fuel Cell Systems Explained (2003), Wiley, Hoboken, USA
18. Lu, N., Li, Q., Sun, X., Khaleel, M.A., 2006. The modeling of a standalone solid-oxide fuel cell auxiliary power unit. Journal of Power Sources, in press.
19. O'Hayre R., Cha S.-W., Colella W., and Prinz F.B. Fuel Cell Fundamentals (2006), Wiley, Hoboken, USA
20. Ota T., Koyama M., Wen C.-J., Yamada K., and Takahashi H. Object-based modeling of SOFC system: dynamic behavior of micro-tube SOFC. Journal of Power Sources 118 (2003) 430-439
21. Padullé J., Ault G.W., and McDonald J.R. An integrated SOFC plant dynamic model for power systems simulation. Journal of Power Sources 86 (2000) 495-500
22. Qi Y., Huang B., and Chuang K.T. Dynamic modeling of solid oxide fuel cell: the effect of diffusion and inherent impedance. Journal of Power Sources 150 (2005) 32-47
23. Qi, Y., Huang, B., Luo, J., 2006. Nonlinear state space modeling and simulation of a SOFC fuel cell. In: Proceedings of the 2006 IEEE American Control Conference, Minneapolis, USA, pp. 2534-2538.
24. Sedghisigarchi K., and Feliachi A. Dynamic and transient analysis of power distribution systems with fuel cells-part I: fuel-cell dynamic model. IEEE Transactions on Energy Conversion 19 2 (2004) 423-428
25. Xu, M., Wang, C., Qiu, Y., Lu, B., Lee, F.C., Kopasakis, G., 2006. Control and simulation for hybrid solid oxide fuel cell power systems. In: Proceedings of the 21st IEEE APEC '06, Dallas, USA, pp. 1269-1274.